August 2021
Main Report
Appendix 2: Electric Power Supply Survey Report
Consulting Service for Building Trauma and Emergency Medical Center at
Dhulikhel Hospital in Nepal
Oriental Consultants Global Co. Ltd (OC Global)
20-2 Nishishinjuku 3-Chome, Shinjuku-Ku, Tokyo 163-1409, Japan
Inclusive Consultants Pvt. Ltd.
Sitapaila, Kathmandu
Tel/Fax: 9771 4284743
Email: inclusive.consultants@gmail.com
www.inclusiveconsultants.com.np
Submitted by:

Electric Power Supply Survey Report for Building Trauma and Emergency Medical Center at
Dhulikhel Hospital in Nepal
Submitted By : Inclusive Consultants Pvt. Ltd 1
Table of Contents
ABBREVIATIONS ...............................................................................................................3
LIST OF FIGURES ...............................................................................................................4
1. Introduction..............................................................................................................5
2. Scope and Objectives.................................................................................................5
3. Basic Terms..............................................................................................................5
3.1 Voltage........................................................................................................................5
3.2 Current........................................................................................................................6
3.3 Power..........................................................................................................................6
3.4 Power Factor ...............................................................................................................6
3.5 Energy .........................................................................................................................6
3.6 Losses..........................................................................................................................6
3.6.1 Technical Losses.......................................................................................................7
3.6.2 Non-Technical Losses (Commercial Losses) ...............................................................7
3.7 Frequency....................................................................................................................7
4. Survey Methodology..................................................................................................7
4.1 Desk Study ........................................................................................................................7
4.2 Site Visit ............................................................................................................................7
4.3 Data collection and investigation ....................................................................................7
5. Electric Power Supply Survey of Dhulikhel Hospital .................................................9
5.1 Existing Power Supply Scenario ....................................................................................9
5.2 Record of Power Failure............................................................................................. 14
5.3 Measurements at Site................................................................................................ 17
5.3.1 HV side analysis ..............................................................................................................17
5.3.1.1 Power Consumption from Grid......................................................................................18
5.3.1.2 Energy Consumption from the Grid...............................................................................18
5.3.1.3 Power Factor Variation: .................................................................................................19
5.3.1.4 Grid Voltage level:..........................................................................................................22
5.3.1.5 Frequency variation:.......................................................................................................26
5.3.2 LV Side analysis...............................................................................................................26
5.3.2.1 Voltage Analysis..............................................................................................................26
5.3.2.2 Frequency Analysis.........................................................................................................28
5.5 Interaction with utility ............................................................................................... 32
6. Conclusion and Recommendations.......................................................................... 33
7. Annexes.................................................................................................................. 35
Annex 1: Site Visit Photographs ..................................................................................... 36
Annex 2: Electrical Power Supply Survey Data............................................................... 43
Annex 3: Electrical Power Supply Drawing .................................................................... 43

Electric Power Supply Survey Report for Building Trauma and Emergency Medical Center at
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Annex 4: Power Connection from Dhulikhel Hospital Dedicated Feeder to Trauma Center
...................................................................................................................................... 43
Annex 5: Time of Day Power Consumption from Grid (April 25th to May 1st) ................ 43
Annex 6: Technical Specification for Solar Net Metering System.................................... 43

Electric Power Supply Survey Report for Building Trauma and Emergency Medical Center at
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ABBREVIATIONS
A Ampere
V Voltage
KW Kilowatt
KWh Kilowatt Hour
Mwh Megawatt Hour
NEA Nepal Electricity Authority
Hz Hertz
KV Kilovolt
KVA Kilovolt Ampere
P Active Power
Q Reactive Power
S Apparent Power
Φ Power factor angle
Pf Power factor

Electric Power Supply Survey Report for Building Trauma and Emergency Medical Center at
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LIST OF FIGURES
Figure 5-1 Power Supply arrangement at Utility Substation...................................................10
Figure 5-2 Monthly Outage Duration ......................................................................................15
Figure 5-3 Yearly Power Outage Frequency ...........................................................................15
Figure 5-4 Yearly Power outage frequency of Dhulikhel Hospital .........................................16
Figure 5-5 Yearly duration of power outage of Dhulikhel Hospital........................................16
Figure 5-6 Daily Variation of Load .........................................................................................18
Figure 5-7 Daily Energy Variation ..........................................................................................18
Figure 5-8 Daily Power Factor Variation ................................................................................19
Figure 5-9 Hourly Power Factor Variation..............................................................................19
Figure 5-10 Hourly p.f. Variation on April 25.........................................................................20
Figure 5-11 Hourly p.f. Variation on April 26.........................................................................20
Figure 5-12 Hourly p.f. Variation on April 27.........................................................................20
Figure 5-13 Hourly p.f. Variation on April 28.........................................................................21
Figure 5-14 Hourly p.f. Variation on April 29.........................................................................21
Figure 5-15 Hourly p.f. Variation on April 30.........................................................................21
Figure 5-16 Hourly p.f. Variation on May 1............................................................................22
Figure 5-17 Hourly Voltage variation of April 12th
.................................................................22
Figure 5-18 Hourly Voltage variation of April 19th
.................................................................22
Figure 5-19 Hourly Voltage variation of April 23rd
.................................................................23
Figure 5-20 Hourly Voltage variation of April 29th
.................................................................23
Figure 5-21 Hourly Voltage variation of May 2nd
...................................................................23
Figure 5-22 Hourly Voltage variation of May 7th
....................................................................24
Figure 5-23 Hourly Voltage variation of May 13th
..................................................................24
Figure 5-24 Hourly Voltage level analysis of April 12 ...........................................................24
Figure 5-25 Low Voltage start time frequency........................................................................25
Figure 5-26 Low Voltage cleared time frequency ...................................................................25
Figure 5-27 Frequency variation over a week period ..............................................................26
Figure 5-28 Hourly Variation of Voltage level of June 2nd
.....................................................27
Figure 5-29 Hourly Variation of Voltage level of June 3rd
......................................................27
Figure 5-30 Hourly Variation of Voltage level of June 4th
......................................................27
Figure 5-31 Hourly Variation of Voltage level of June 5th
......................................................28
Figure 5-32 Hourly Variation of Voltage level of June 6th
......................................................28
Figure 5-33 Hourly Frequency variation on June 2nd
.............................................................29
Figure 5-34 Frequency variation over a week period ..............................................................29
Figure 5-35 Comparison of yearly Outage Hrs........................................................................32
Figure 5-36 Comparison of yearly outage frequency ..............................................................32
LIST OF TABLES
Table 1 Existing Power Supply arrangement for Dhulikhel Hospital from Utility Substation10
Table 2 Consumer Record of Dhulikhel Hospital at Utility ....................................................11
Table 3 Details of Transformers supplying Dhulikhel Hospital..............................................11
Table 4 Details of Automatic Voltage Stabilizer.....................................................................12
Table 5 Specification of Generators used in Dhulikhel Hospital ............................................13
Table 6 Details of Solar installed.............................................................................................14
Table 7 Size of solar panels used.............................................................................................14
Table 8 Classification of Voltage level as per required load...................................................30
Table 9 Comparison of tapping points.....................................................................................31

Electric Power Supply Survey Report for Building Trauma and Emergency Medical Center at
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1. Introduction
Dhulikhel Hospital is an independent, not for profit, non-government institution which was
conceived and supported by the Dhulikhel community, as a quality health services
provider. Dhulikhel Hospital is located in Dhulikhel Municipality, headquarter of the Kavre
district. It has a population of about fourteen thousand and Kavre district has the population of
about 1.6 million people. The hospital covers the population of approximately 1.9 million
people from Kavrepalanchowk, Sindhu-palchowk, Dolakha, Sindhuli, Ramechhap, Bhaktapur
and other surrounding districts.
Hospitals being one of the most sensitive area, the power supply interruption are eschewed. So,
to increase the reliability of the incoming power supply a survey for Electric power supply is
conducted to assess the adaptability and auditability of the electrical supply for healthcare
service purposes. Major works done in the survey can be synopsized as,
1. Recording of the history and frequency of power failure.
The frequency and duration of power failure are noted and analyzed along with
the time zone of power failure.
2. Measurement of fluctuation of voltage.
The fluctuation of voltage is famed along with the time for voltage sag and
restoration to the normal voltage.
3. Measurement of fluctuation of Frequency.
The frequency of the system changes depending on the load connected to the
system. The fluctuation of frequency of the supply system is analyzed which
can define the quality of the supplied power system.
2. Scope and Objectives
The main objective of this survey is to check the quality of the supply system along with the
variation of load at different time in the hospital, which helps to scrutinize the adaptability and
auditability of the supplied power system at the distribution level.
3. Basic Terms
3.1 Voltage
Voltage is one of the fundamental parameters associated with electrical power system. Voltage
can be considered as the pressure that forces the charged electrons to flow in an electrical
circuit. The unit of voltage is volt(V). The operating voltage is an important point to be
considered as the equipment’s operate on this value. Nepal Electricity Authority has
standardized the Operating Voltage Level in Nepal as follows:
i) Low Tension Supply
(1) 230 Volt (Single Phase)
(2) 400 Volt (Three Phase)

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ii) High Tension Supply
(1) Middle Voltage Level- 11 kV & 33 kV (3 Phase)
(2) Upper Voltage Level- 66 kV & above (3 Phase)
3.2 Current
Current is a flow of electrical charge carriers, usually electrons in a conducting material known
as conductor. Whenever a voltage is applied in a closed circuit, the voltage causes a flow of
electron in a particular direction which is known as current. The unit of current is Ampere(A).
The flow of current depends on the load connected across the voltage supply. As in Nepal, only
up to 30 Ampere loads can be drawn from an approved single-phase supply from the utility.
Consumers have to opt for 3 phase-supply for loads requiring higher than 30 Ampere.
3.3 Power
Electrical power is the rate, per unit time, at which electrical energy is transferred by an
electrical circuit. Actually, power is the combination of both voltage and current in the circuit.
In AC system power can be divided into two parts, first is active power which does useful work
in the circuit. Second one is reactive power which produces the magnetic field in the system.
The combination of both active and reactive power is known as apparent power. The unit of
active power is Watt, reactive power is VAR and apparent power is volt-ampere.
As per NEA, consumers requiring load greater than 50 KVA shall install private transformers.
3.4 Power Factor
Power factor, cos(Φ), is an important part of an AC circuit which is defined as the ratio of
active power (P) to apparent power (S), and is generally expressed as either a decimal value,
for example 0.8.
Power factor defines the phase angle between the current and voltage waveforms, were I and
V are the magnitudes of rms values of the current and voltage. The value of Power Factor
should be close to 1 for better performance.
3.5 Energy
Energy, in physics, the capacity for doing work. It may exist in potential, kinetic, thermal,
electrical, chemical, nuclear, or other various forms. Electrical energy is a form
of energy resulting from the flow of electric charge. Electrical energy may be either potential
energy or kinetic energy, but it's usually encountered as potential energy, which is energy
stored due to the relative positions of charged particles or electric fields. The movement of
charged particles through a wire or other medium is called current or electricity. Electrical
energy is measured in kwh (Kilo-watt hour).
3.6 Losses

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Power loss in a circuit is the wastage of the electrical energy. While transforming power from
generation point to the consumer end various electrical equipment’s are connected through the
cable, overhead conductors and can be explained as transmission and distribution losses. We
can generally divide these losses into two types:
3.6.1 Technical Losses
The technical losses are due to energy dissipated in the conductors, equipment used for
transmission line, transformer, sub- transmission line and distribution line and magnetic losses
in transformers. The major amount of losses in a power system is in primary and secondary
distribution lines. While transmission and sub-transmission lines account for only about 30%
of the total losses. Therefore, the primary and secondary distribution systems must be properly
planned to ensure within limits.
3.6.2 Non-Technical Losses (Commercial Losses)
Non-technical losses are related to meter reading, defective meter and error in meter reading,
billing of customer energy consumption, lack of administration, financial constraints, and
estimating unmetered supply of energy as well as energy thefts.
3.7 Frequency
Frequency, in simple words, is how often something repeats. Alternating current (ac) frequency
is the number of cycles per second in an ac sine wave. Frequency is the rate at
which current changes direction per second. It is measured in hertz (Hz), an international unit
of measure where 1 hertz is equal to 1 cycle per second.
The value of frequency of Nepalese and Indian power system is 50Hz whereas for American
power system it is 60 Hz. Frequency plays an important role in power system as it is one of the
parameters to define the quality of the power system. The value of frequency changes with
change in load, so to supply quality power it’s value must be maintained close to the predefined
value. In Nepal the predefined value is 50 Hz and a tolerance of ± 2.5 is acceptable according
to NEA.
4. Survey Methodology
4.1 Desk Study
Planning for survey methodology was conducted with the team of engineers and technicians at
the office. The initial survey, site visit and field measurement planning were altered by the
covid restrictions. However, improvisations on the planning was done to minimize the effects
of restrictions and gain the necessary information.
4.2 Site Visit
Site visit was conducted at the preliminary stage of study to gain the necessary data and conduct
investigations. Site visit to Dhulikhel Hospital, Banepa 66/11 kv Substation and NEA utility
office was done.
4.3 Data collection and investigation

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Visual inspections, interviews/meetings with the utility & hospital officials, accessing the
installed monitoring systems and cross-checking the records through measurements were
carried out for data collection related to the existing power supply and facilities.
• For clarifying the existing facilities at the hospital, visual inspections of the equipment
and nameplates of the equipment were checked. Confirmation and verification of those
data with the official (engineer) from hospital were done through interactions. At the
utility side, consumer record of the hospital was acquired, inspection at the utility
substation was done, the line route from the substation to the hospital was inspected.
Interactions with the operators at the substation and technical chief of the local utility
was done to understand the power supply arrangement, maintenance issues and to
ensure the credibility of the information collected.
• The records of power outages (frequency & duration) throughout the year were
obtained from the utility substation. The weekly logbook for power outages, maintained
at the substation provided with the time and frequency of the outage and the reason for
outage.
• Measurement of fluctuations in voltage and frequency were measured at the hospital.
The data were measured at two different points. One at the secondary side of the 200
KVA transformer and one at the point of primary side metering point. The meter at the
HV side metering records the electrical parameters sampled at every half hour interval
for over a time period of one month. The data from the meter was verified using external
measurement devices. For the analysis purpose the data from the meter was downloaded
using the meter software, since the external measurements were subjected to human
errors and better accuracy class of the meter. At the secondary side the data was
measured for over a week of period.

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5. Electric Power Supply Survey of Dhulikhel Hospital
Dhulikhel Hospital, located in Dhulikhel Municipality, is an immediate consumer of Kavre
Distribution and Consumer Service office-the local electricity utility. The major loads at
Dhulikhel hospital includes biomedical equipment.
The findings of the survey is mainly branched into three parts as follows:
5.1 Existing Power Supply Scenario
Dhulikhel Hospital Receives electricity supply from the 66/11 kv Banepa Substation, through
a approx. 2 km 11 kv sub-transmission line. The 11 kv line provides a dedicated supply for
Dhulikhel hospital, i.e. there is a separate line that feeds electricity to the hospital directly from
the substation supply: no other consumers are connected to the supply line. Figure 5.1 shows
the single line diagram of the power supply arrangement for Dhulikhel Hospital Feeder at the
utility substation. Related parameters are shown by Table 1. Similarly, the data of record of the
supply system to this hospital at NEA is shown by Table 2.
Findings of
Survey
• 1) Existing Power Supply Scenario
• Utility Substation
• Line
• Transformers
• Generators
• Solar Power
• Utility Record
• 2) Power Failure History
• Forced Outage
• Line Tripping
• 3) Measurements at Site
• Measuremet at HV Side
• Energy COnsumption
• Voltage Fluctuation
• Frequency
• Power Factor
• Measurement at LV Side
• Voltage
• Frequency

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Figure 5-1 Power Supply arrangement at Utility Substation
Table 1 Existing Power Supply arrangement for Dhulikhel Hospital from Utility Substation
S.No. Item Description
1 Supply Voltage 11 kv
2 Conductor Size 50 sq. mm
3 Underground Conductor Size 200sq.mm 3-Core
3 Substation name Banepa Substation, Banepa
4 Substation Capacity 22.5 MVA, 66/11 kv
5 Approx. line Length 2 km
6 Feeder Type Dedicated
7 Protection Relay at Utility
Substation
MICOM P111 Multifunction
Relay
8 Circuit Breaker at Utility
Substation
Vacuum Circuit Breaker
9 Rate Amps of CB 630 A
Panchkhal S/s Bhaktapur S/s
66 kV Busbar
66/11 kv, 22.5 MVA
Dhulikhel
Hospital
Dedicated 11kv
Feeder
11 kV Busbar
11 kV Public Utility Feeders

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Table 2 Consumer Record of Dhulikhel Hospital at Utility
Consumer Name Dhulikhel Hospital
Consumer Number 100.19.202
Consumer Category Non-Commercial
Approved Load 1430 KVA
Billing Method Medium Voltage-TOD
Monthly Billing Date 19th of Nepalese Month
Biiling (HT/LT) HT
There are a total of three transformers of 500KVA, 630KVA and 200KVA ( Total :1330 KVA)
in the premises of this hospital. The three transformers supply different areas of the hospital.
One 100 KVA transformer also sits in the facility but is currently not in operation.
The details of these transformers is shown by Table 3.
Table 3 Details of Transformers supplying Dhulikhel Hospital
Details TR1 TR2 TR3
Manufacturer Nepal Ekarat
Engineering
Nepal Ekarat
Engineering
(NEEK)
Nepal Ekarat
Engineering
(NEEK)
Ratio 11/0.4 11/0.4 11/0.4
Size 500 KVA 630 KVA 200 KVA
Frequency 50 Hz 50 Hz 50 Hz
No. of Phases 3 3 3
Earthing Nos
LT Cable Type ABC ABC UG Cable
Tap Function Automatic On Load Tap
Changer
-
Current Tapping 2 - -

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Tap Size - 17 Steps: 11770 V
to 8690 V
Mounting Platform Platform Pole Mounted
Connection Vector
Group
DYN 11 DYN 11 DYN 11
HV Side Delta Delta Delta
LV Side Grd. Wye Grd. Wye Grd. Wye
Cooling System ONAN ONAN ONAN
Oil Level Ok Ok OK
Condenser Yes Yes Yes
HV Side Protection Drop Out Fuse Drop Out Fuse &
Lightning Arrestor
Drop Out Fuse &
Lightning
Arrestor
Voltage Stabilizer
Installed
Yes Yes -
Coverage Sections All (except OPD,
Dental Department &
Hostels)
OPD Block Dental
Department and
Hostels
Automatic Voltage Stabilizer are installed in series with the 500 KVA & 630 KVA rating
transformers. Their details are as follows:
Table 4 Details of Automatic Voltage Stabilizer
Manufacturer Nepal Ekarat Engineering Nepal Ekarat Engineering
KVA Rating 500 630
Phase 3 3
Type Oil Immersed Oil Immersed
Input Voltage 8000-12000 8000-12000
Rated Output Voltage 400 V 400 V
Output Current 696 A 879 A

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Insulation Class A A
Frequency 50 Hz 50 Hz
Note: Voltage Stabilizer is not installed for 200 KVA rating Transformer
To increase the reliability and ensure continuous supply of power to the hospital four generators
of total rating 610KVA are used. The specification of used generator is shown by Table 5.
Table 5 Specifications of Generators used in Dhulikhel Hospital
Details G1 G2 G3 G4
Manufacturer FG Wilson Crompton
Greaves
Crompton
Greaves
FG
Wilson
Rated KVA at
rated rpm
KVA 100 250 160 100
Rated KW KW 80 200 128 80
Rated RPM rpm 1500 1500 1500 1500
Frequency Hz 50 50 50 50
Power Factor lagging 0.8 0.8 0.8 0.8
Voltage (1φ) V 240 240 240 240
Noise Level dBA - 75 75 -
To facilitate hospital with uninterruptable power supply utilizing green energy sources, solar
power to used. The Dhulikhel Hospital Solar power project was supported by Government of
Nepal through Alternative Energy Promotion Center and was inaugurated on 6th
December
2018. The solar power used in this hospital also feedbacks the excessive power generated by
the solar to the national grid. The total installed capacity is 275 KW where four solar arrays are
used. The number of battery banks used are four with total capacity of 984KWh. The detail of
installed solar panels are shown by Table and Table. From Table we can see that there are four
sites of solar panels installed which were installed in two phases. 63KW solar panel is installed
at the main building, 102KW at skill lab, 60 KW again at the main building and 50KW at the
administrative building.

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Table 6 Details of Solar installed
No. of Solar Arrays 4
Total Installed Solar Capacity 275 KW
No. of Battery Banks 4
Installed Battery Capacity 984 KWh
Output Voltage 230 V
Battery Rating 10OPzV1000, 2V1000Ah/10hr
Table 7 Size of solar panels used.
B1 B2 B3 B4
Power (kwp) 63 102 60 50
Capacity (kwhr) 240 240 252 252
Inverter Size (kw) 60 120 175 60
Coverage Area
Main Building,
ICU, PICU,
NRCU, Ward,
Admin Office,
Dean Office
Dental, Blue
Hostel,
Canteen,
Women
Center, Epp
OT-6, All
Conference Hall,
Communication
Maternity
Ward,
Forensic
5.2 Record of Power Failure
Power supply failure to the hospital premises can classified into three main reasons: System
failure, tripping and forced outages. System failure outages, here are classified as those
conditions when the utility substation at Banepa (66/11 kv substation) does not have the
electricity supply. This may be due to- no supply from the grid, inhouse problem, maintenance
shutdown etc. During system outage, none of the 11 kv feeders have the electricity supply.
Tripping outages are classified as those outages caused when fault occurs in the dedicated 11
kv line from substation to the hospital. Tripping faults generally occur due to Earth faults and
Over current Fault. Forced outages are those outages which are pre-planned and implemented
when maintenance work is to be carried on the line.
The following graph and chart show the outage detail of dhulikhel hospital.

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Figure 5-2 Monthly Outage Duration
From the graph above, it is observed that the longest duration of outage occurred in the month
of Asar (June 15 to July 15 2020) i.e. 6 hrs 6 mins. Most of the outage was due to shut down
for pre-scheduled maintenance. After the pre-schedule maintenance in the month of Asar, we
can see that the outage due to line tripping has significantly reduced. In the month of Mangsir
(November 16 to December15), no outages were recorded.
Figure 5-3 Yearly Power Outage Frequency
We can observe from the above figure 5.3, that most frequency of power outages occurred in
the month of Poush (Dec 16, 2020 to Jan 13 2021) i.e. 13. And no outage was recoded in
Mangsir ((November 16 to December15).
Baishak
h
Jestha Asar
Shrawa
n
Bhadra Ashoj Kartik
Mangsi
r
Poush Magh Falgun Chaitra
Shutdown 1.33 1.13 5.98 0 0 0 0 0 0 0 0.6 0
Tripping 0.25 0.08 0.08 0.08 0 0 0 0 0 0 0 0
System Outage 1.05 0.28 0.03 0.38 0.08 0.12 0.15 0 1.47 0.03 0.45 2.4
0
1
2
3
4
5
6
7
Duration
in
Hrs
Month (acc. to Nepalese Calendar)
Yearly Outgae Duration ( April 13 2020 to April 13 2021)
System Outage Tripping Shutdown
Baishak
h
Jestha Asar
Shrawa
n
Bhadra Ashoj Kartik
Mangsi
r
Poush Magh Falgun Chaitra
Shutdown 1 2 1 0 0 0 0 0 0 0 1 0
Tripping 3 1 1 1 0 0 0 0 0 0 0 0
System Outage 7 4 1 5 2 1 1 0 13 1 3 2
0
2
4
6
8
10
12
14
Yearly Power Outage Frequency (April 13 2020 to April 13 2021)
System Outage Tripping Shutdown

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Figure 5-4 Yearly Power outage frequency of Dhulikhel Hospital
We can see from Figure 5.4, that system outage covered a major % of the outage frequency
perceived at Dhulikhel Hospital in the time April 13 2020 to April 13 2021. 40 outages out of
total yearly 52 outages was caused due to system outage, while there were total of 5 shutdowns
(for scheduled maintenance) and 7 tripping outages.
Figure 5-5 Yearly duration of power outage of Dhulikhel Hospital
In the figure 5.5, we can see that out of yearly total outage duration of 16 hrs 5 mins, outage of
9 hrs 3 mins was due to pre-scheduled shutdown, outage of 6 hrs 27 mins was due to System
Outage and outage of 35 mins was due to tripping.
77%
2%
11%
10%
Frequency of Power Failure
System Outage Tripping (O/C Fault) Tripping (E/F Fault) ShuntDown
6.45
0.08
0.5
9.05
System Outage Tripping (O/C Fault) Tripping (E/F Fault) ShutDown
0
1
2
3
4
5
6
7
8
9
10
Types of Outage
Duration
in
hrs
Power Failure Duration (April 13 2020 to April 13 2021)

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Seasonal Outage Analysis
From the graphs above and with the interaction with utility personnel, we conclude that the
most of the frequency of unplanned outage perceived at the hospital is due to the system outage.
This implies that the feeder line from utility to the hospital is highly reliable compared to
another public feeder fed from the substation. The outage detail of one public feeder is also
shown in Annex (for comparison with Dhulikhel Hospital feeder).
The frequency of system outage occurred most in the month of Poush (Dec 16 2020 to Jan 13
2021) ie. 13 times. According to the utility officials, the electricity generation of overall
National grid highly depends upon hydropower plants and during the month of Poush (Dec 16
2020 to Jan 13 ), the water level in the rivers decreases resulting in lower generation of
electricity. Also, the in the month of Poush (Dec 16 2020 to Jan 13), the country experienced
the peak winter which increased the overall demand for electricity with increase in heating
loads. The imbalance in the overall supply-demand created frequent system outage.
While, imbalance in overall supply-demand is one of the cause of system outage, it was also
affected by high windy conditions and rainfall during Falgun to Jestha period (early March to
late July).
5.3 Measurements at Site
Measurement of electrical parameters were done at the HV side and LV side of the transformer.
The measurement of electrical parameters at the HV was done at the point of utility metering.
This reflects the actual quality of electricity supplied from the utility to the whole facility at the
hospital. The measurement at the LV side was done at the secondary side of the transformer.
This reflects the combined effect of automatic voltage regulator with grid supplied electricity.
The electrical parameters of both measuring points are analysed below:
5.3.1 HV side analysis
The electrical data of one month (April 12 to May 13) is acquired. The following HV side
analysis solely reflects the status of electricity received from the grid.

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5.3.1.1 Power Consumption from Grid
Figure 5-6 Daily Variation of Load
Figure 5.6 shows two graph one for the daily maximum load variation and other for daily
average load variation for one month. We can see that the average load for the month is around
200KW and average maximum load is around 310KW.
From here we can find out the average Load Factor for this month which is the ratio of average
load to maximum load. The value of Load factor is found to be 0.63.
5.3.1.2 Energy Consumption from the Grid
The daily energy consumption over a month is shown in following Figure 2. The maximum
energy is found to be consumed in 4th
of May which is 5915 KWh, whereas the minimum
energy consumed is found to be in 24th
April which is 3578 KWh. The total energy consumed
over this time is 158269 KWh.
Figure 5-7 Daily Energy Variation
0
50
100
150
200
250
300
350
400
450
12-Apr
13-Apr
14-Apr
15-Apr
16-Apr
17-Apr
18-Apr
19-Apr
20-Apr
21-Apr
22-Apr
23-Apr
24-Apr
25-Apr
26-Apr
27-Apr
28-Apr
29-Apr
30-Apr
01-May
02-May
03-May
04-May
05-May
06-May
07-May
08-May
09-May
10-May
11-May
12-May
13-May
Daily Load Variation
Daily Maximum Load(KW) Daily Average Load(KW)
0
1000
2000
3000
4000
5000
6000
7000
12-Apr
13-Apr
14-Apr
15-Apr
16-Apr
17-Apr
18-Apr
19-Apr
20-Apr
21-Apr
22-Apr
23-Apr
24-Apr
25-Apr
26-Apr
27-Apr
28-Apr
29-Apr
30-Apr
01-May
02-May
03-May
04-May
05-May
06-May
07-May
08-May
09-May
10-May
11-May
12-May
13-May
Daily Energy Consumption

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5.3.1.3 Power Factor Variation:
Figure 3 shows the daily average power factor variation over a month. Maximum daily average
power factor of 0.95 is seen on 21st
April and minimum daily average power factor of 0.86 is
seen on 24th
April. From here we can conclude that the daily average power factor has not
crossed the limit of 0.8. However, it is recommended to use power factor correction method to
achieve power factor close to unity.
Figure 5-8 Daily Power Factor Variation
Figure 5-9 Hourly Power Factor Variation
Figure 5.8 shows hourly variation of PF of four days each from one week. Here, the graph for
12th
April, 19th
April and 5th
May is shown in above figure. We can see that the power factor
tends to lower slightly around 8 am in the morning and recovers as the day ends. Although,
generally power factor has not dropped beyond the limit (i.e. 0.8), we can see the p.f. dropped
beyond 0.8 at 12:00 pm on 26th
April. So, we must also prepare for such events where the p.f
0.82
0.84
0.86
0.88
0.9
0.92
0.94
0.96
0.98
12-Apr
13-Apr
14-Apr
15-Apr
16-Apr
17-Apr
18-Apr
19-Apr
20-Apr
21-Apr
22-Apr
23-Apr
24-Apr
25-Apr
26-Apr
27-Apr
28-Apr
29-Apr
30-Apr
01-May
02-May
03-May
04-May
05-May
06-May
07-May
08-May
09-May
10-May
11-May
12-May
13-May
14-May
Average PF Variation
Daily Average PF
0.7
0.75
0.8
0.85
0.9
0.95
1
1.05
Hourly Power Factor Variation
12th April 19th April 26th April 5th May

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may drop beyond the acceptable limits. Hourly pf variations from 25th
April to May 1st
are
shown below.
Figure 5-10 Hourly p.f. Variation on April 25
Figure 5-11 Hourly p.f. Variation on April 26
Figure 5-12 Hourly p.f. Variation on April 27
0.75
0.8
0.85
0.9
0.95
1
Hourly Power factor variation of April 25th
PF
0.75
0.8
0.85
0.9
0.95
1
Hourly Power factor variation of April 26th
PF
0.75
0.8
0.85
0.9
0.95
1
Hourly Power factor variation of April 27th
PF

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Figure 5-13 Hourly p.f. Variation on April 28
Figure 5-14 Hourly p.f. Variation on April 29
Figure 5-15 Hourly p.f. Variation on April 30
0.82
0.84
0.86
0.88
0.9
0.92
0.94
0.96
0.98
1
Hourly Power factor variation of April 28th
PF
0.86
0.88
0.9
0.92
0.94
0.96
0.98
1
Hourly Power factor variation of April 29th
PF
0.86
0.88
0.9
0.92
0.94
0.96
0.98
1
Hourly Power factor variation of April 30th
PF

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Figure 5-16 Hourly p.f. Variation on May 1
5.3.1.4 Grid Voltage level:
The hourly voltage level variation of the grid is noted for one month. Here Figure 5.10 to
5.16 shows the hourly variation of voltage for seven days i.e. April 12, April 19, April 23,
April 29, May 2 , May 7 and May 13. We can see that the variation of voltage level is within
the limit i.e ±10%.
Figure 5-107 Hourly Voltage variation of April 12th
Figure 5-118 Hourly Voltage variation of April 19th
0.84
0.86
0.88
0.9
0.92
0.94
0.96
0.98
1
Hourly Power factor variation of May 1st
PF
10000
10200
10400
10600
10800
11000
11200
11400
Hourly Voltage variation of April 12th
Phase a Phase b Phase c
9500
10000
10500
11000
11500
12000
Hourly Voltage variation of April 19th
Phase a Phase b Phase c

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Figure 5-129 Hourly Voltage variation of April 23rd
Figure 5-2013 Hourly Voltage variation of April 29th
Figure 5-2114 Hourly Voltage variation of May 2nd
9800
10000
10200
10400
10600
10800
11000
11200
11400
Hourly Voltage variation of April 23rd
Phase a Phase b Phase c
9400
9600
9800
10000
10200
10400
10600
10800
11000
11200
11400
Hourly Voltage variation of April 29th
Phase a Phase b Phase c
9200
9400
9600
9800
10000
10200
10400
10600
10800
11000
11200
11400
Hourly Voltage variation of May 2nd
Phase a Phase b Phase c

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Figure 5-22 Hourly Voltage variation of May 7th
Figure 5-23 Hourly Voltage variation of May 13th
From the above seven graph we can see that there is hourly fluctuation of voltage and the
voltage level goes below 11KV at around morning time, stays there for certain number of hours
and the voltage level rises above 11KV as the day ends. This pattern is noted and the time at
which voltage level goes below 11KV is noted as Low voltage start time and the time at which
voltage level goes above 11KV is noted as Low voltage clear time.
Figure 5-2415 Hourly Voltage level analysis of April 12
9600
9800
10000
10200
10400
10600
10800
11000
11200
11400
11600
Hourly Voltage variation of May 7th
Phase a Phase b Phase c
9800
10000
10200
10400
10600
10800
11000
11200
11400
11600
Hourly Voltage variation of May 13th
Phase a Phase b Phase c
0
1
Voltage below Rated (Low- start and Cleared Time)
Voltage Low start and Cleared Time

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Figure 5.17 shows the variation of voltage to show the low voltage start time and low voltage
cleared time of 12th
April. Here, in this graph, 1 means that the value of voltage is above
11KV and 0 means that the value of voltage is below 11KV, which denotes that the voltage
is lower than the rated voltage. From Figure 5.8 we can see that the low voltage start time
is 5:30 AM and this low voltage is cleared at 7:30 PM.
Hence, for each day the low voltage start time is noted and the frequency (here number of
days) at which this low voltage starts is shown in Figure 5.18. Low voltage start time for
each day from 12th
April to 12th
May is noted and it is seen that the voltage starts to move
below the rated for most of the days in 5:30AM and 6:00AM.
Figure 5-25 Low Voltage start time frequency
Similarly, for each day the low voltage cleared time is noted and the frequency (here number
of days) at which this low voltage is cleared is shown in Figure 5.19. Low voltage cleared
time for each day from 12th
April to 12th
May is noted and it is seen that the Low voltage is
cleared for most of the days occurs in 8:00PM.
Figure 5-26 Low Voltage cleared time frequency
0
1
2
3
4
5
6
7
8
4:30AM 5:00AM 5:30AM 6:00AM 6:30AM
Low Voltage starting Time vs Number of Days
Days
0
1
2
3
4
5
6
7
8
7:00 PM 7:30 PM 8:00 PM 8:30 PM 9:00 PM
Low Voltage Clearing Time vs Number of Days
Days

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5.3.1.5 Frequency variation:
The hourly variation of frequency for one week (from April 25 to May 1) is shown by Figure
5.20. We can see that the frequency goes up to maximum value of 50.2 Hz and minimum value
of 49.8 Hz which is within the tolerance level i.e., ± 2.5% of 50 Hz.
Figure 5-27 Frequency variation over a week period
5.3.2 LV Side analysis
5.3.2.1 Voltage Analysis
The voltage level must be analysis to find whether it is within the limit according to the
guidelines of NEA. Tolerance level of ± 10% to the rated value is considerable. Here, Figure
5.21 shows the hourly variation of voltage for a single day i.e June 2nd on secondary side. We
can see that the voltage variation is within the limit (i.e ± 10% of 230V). Similarly, the variation
of voltage for June 3rd
to June 6th
is shown by Figure 5.22 to 5.25 respectively. We can see that
in these figures to. The variation is within the limit.
49.6
49.7
49.8
49.9
50
50.1
50.2
50.3
Frequency variation for a week period
Apr-25 Apr-26 Apr-27 Apr-28 Apr-29 Apr-30 May-01

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Figure 5-168 Hourly Variation of Voltage level of June 2nd
Figure 5-179 Hourly Variation of Voltage level of June 3rd
Figure 5-30 Hourly Variation of Voltage level of June 4th
220
225
230
235
240
245
250
Hourly Voltage variation of June 2nd
R S T
220
225
230
235
240
245
250
Hourly Voltage variation of June 3rd
R S T
220
225
230
235
240
245
Hourly Voltage variation of June 4th
R S T

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Figure 5-31 Hourly Variation of Voltage level of June 5th
Figure 5-32 Hourly Variation of Voltage level of June 6th
5.3.2.2 Frequency Analysis
The frequency changes with the change in load and should be monitored whether it is within
the limit. The tolerance level for frequency variation is ±2.5% of the rated value i.e 50Hz
according to NEA. Here, the hourly variation of frequency on June 2nd
is shown by Figure 5.26
and we can see that the variation is within the limit.
The largest variation of frequency from the rated frequency (50Hz) is noted for a particular day
for a week period and plotted in Figure 5.27. Here we can see that the deviation of frequency
is within the limit for this week period.
220
225
230
235
240
245
250
Hourly Voltage variation of June 5th
R S T
210
215
220
225
230
235
240
245
250
Hourly Voltage variation of June 6th
R S T

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Figure 5-33 Hourly Frequency variation on June 2nd
Figure 5-34 Frequency variation over a week period
5.3.3 11 kv Line Loss
Table 5. 1 11 kv Line Loss
Energy in Kwh
Substation Meter
(Sending End)
Meter at Hospital (Receiving End)
Apr-14 18869 kwh 8480341 kwh
May-14 19021 kwh 8631635 kwh
Total Units 152000 151294
Difference 706 kwh
Line Loss 0.46%
Table 5.1 shows the monthly loss of the 2 km, 11 kv line from substation to the hospital for the
period April 14 2021 to May 14 2021. It is also referred as the technical loss for the line which
is below 1%
5.4 Supply points for electricity supply from utility at the new site
49.7
49.8
49.9
50
50.1
50.2
Hourly Frequency variation on June 2nd
Frequency
49.55
49.6
49.65
49.7
49.75
49.8
49.85
49.9
49.95
50
01-Jun 02-Jun 03-Jun 04-Jun 05-Jun 06-Jun 07-Jun
Average daily Frequency during one week period
Frequency

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The inspection of possible point of connection from utility for electricity supply at the site was
done. There were two main probable points for interconnection. Further things are discussed
below.
Selection of Supply voltage level
Before applying for the new connection from the utility it is necessary to identify the voltage
level required. The voltage level of electricity supply depends upon the total power required
for the facility. Utility (NEA) has classified the voltage level for required power as follows:
Table 8 Classification of Voltage level as per required load
Phase Load Power Facility Meter/Metering Type (meters
provided by utility)
Single
Phase
Supply
Less than 30
Ampere
Single Phase 230 V Single Phase
Three
Phase
Supply
Up to 25 KVA Three phase 400 V
supply from Utility
provided Transformer
Three Phase Meter with flat
demand Charge
From 25 to 50
KVA
Three phase 400 V
supply from Utility
provided Transformer
CT Operated Three Phase Meter
with Demand Meter
From 50 to 200
KVA
11 kv Supply-
Consumer needs to
install private
Transformer
LV side metering- Time of Day
Meter
Above 200 KVA 11 kv Supply-
Consumer needs to
install private
Transformer
HV Side Metering- Time of Day
Meter
Above 3000
KVA
11 kv Supply-
Consumer needs to
install private
Transformer
HV Side Metering- Time of Day
Meter- Grid Impact Study
required
Above 5000
KVA
11 kv Supply-
Consumer needs to
install private
Transformer
HV Side Metering- Time of Day
Meter- Grid Impact Study
required- Two Meters (Main &
Check Meter) required

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Hence, the requirement of load power at the site is significant for the type of supply and
metering facility to be installed.
We have identified two main supply connection points; these both points are able to handle
suitable for any of the facility required as mentioned in the Table 8. (However, for the load
power of above 2000 KVA, upgradation of existing line is recommended).
The two identified supply points are
1) Tapping Point 1
This supply point lies just at the road adjacent with the facility site. Both 11 kV and
400 V supply can be accessed from here.
2) Tapping Point 2
This supply point is the existing electricity supply system supplying the hospital.
Further comparison on these two tapping points are discussed below in the Table 9.
Table 9 Comparison of tapping points
Details Tapping Point 1 Tapping Point 2
11 kV Supply Available Available
400 V Supply Available Available
Distance from
the site
10 meters 200 meters
Feeder Bhakunde feeder Dhulikhel Hospital Feeder
Pros
Nearest to the site Dedicated feeder- direct supply
from substation to hospital only
No right of way issue Less Frequency of outage-
Reliable Supply
Less cost of construction Higher Power Quality
relatively short administrative
process at utility for supply
connection approvement
Regular supervision and timely
maintenance of feeder by hospital
management
Feeder maintance done by utility -
Public Feeder about 200 meters from the site
more frequency power outage- Less
reliable
right of way may be an issue

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Cons
Less power quality Higher Cost of Construction
Feeder is long and extends to rural
areas
relatively long administrative
process at utility for supply
connection approvement due to
dedicated feeder
Untimely maintenance by utility -
Yearly outage frequency and duration comparison between two supply feeders
Figure 5-35 Comparison of yearly Outage Hrs
Figure 5-36 Comparison of yearly outage frequency
Technically, it is recommended to use the tapping no 2 option for electricity supply due to
higher reliability and quality of the dedicated hospital feeder.
5.5 Interaction with utility
6.45 0.5
9.05
6.45
42.83
227.7
0
50
100
150
200
250
System Outage Tripping Shutdown
Outage
Hours
Dhulikhel Hospital Bhakunde
40
6 5
40
439
197
0
50
100
150
200
250
300
350
400
450
500
System Outage Tripping Shutdown
Outage
frequency
Dhulikhel Hospital Bhakunde

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Nepal Electricity Authority is the sole electricity utility which is responsible for distribution
and consumer services of electricity.
Kavre Distribution Center, local utility branch under Distribution and Consumer Services
Directorate of NEA, is the immediate concern office related to electricity utility services for
Dhulikhel Hospital.
Dhulikhel Hospital receives power from the Banepa 66/11 kv Substation. Banepa Substation
is an entity of Kathmandu Grid Department Under Transmission Directorate.
Though, Kavre Distribution Center and Banepa 66/11 kv Substation are under different
Directorate, it is seen that the operations of 11 kv Dhulikhel Hospital is more directed by Kavre
Distribution centre while the Grid department has more role in operating the 66 kv side. All
Utility services like billing, maintenance, shutdown, records, revenue etc are provided by
Kavre Distribution Center.
According to Er. Toyanath Regmi, incharge of technical department of Kavre Distribution
Center, Dhulikhel Hospital 11 kv feeder is the most reliable feeder within the substation. The
frequency and duration of outages are the lowest for Dhulikhel Hospital Feeder in comparison
to other 11 kv Feeders. Also, the maintenance of Dhulikhel Hospital feeder is relatively easy.
Due to its short line length, fault diagnosis time is low and shortest feeder in terms of line
length and due to its easy accessibility- the line route lies along an accessible road.
Any maintenance problems related to distribution lines are solved by the Kavre Distribution
Center. Outages related to earth faults and over current fault are the main causes of line tripping.
These types of faults need prompt maintenance. Also, scheduled maintenance, pre-planned
feeder shutdown is done by utility or upon request of Dhulikhel Hospital. While these outages
are under the scope of the Kavre Distribution Centre, outages related to 66 kv grid line are
under Kathmandu Grid Department. Grid line system outages occur due to national grid
failure, partial grid failure, 66-kv transmission line fault or scheduled maintenance. The
occurrence of Grid System line outage are low but it has a significant part in total outages
perceived at the Hospital due to low 11 kv outages.
Also, recent replacement of bare ACSR conductor with XLPE Insulated Conductor at the
feeder section with trees (responsible for frequent tripping), has significantly reduced outages
due to tripping.
6. Conclusion and Recommendations.
The current status of electricity supply from the grid to the hospital is well above satisfactory
in comparison with supply from other public feeder. The dedicated feeder provides with the
better reliability in electricity supply to the hospital.
The approved load of the hospital is 1430 KVA, but the maximum power consumption from
the grid during the one-month period (April 12 to May 13) was seen to be 404 kW (~435 KVA
with 0.93 p.f) on April 22. This suggests that the hospital facility is only utilising around 31%
of the approved load at peak load during the measurement period.
Investigating the records at the utility side showed that the highest peak demand consumed by
the hospital in last 5 years was about 663 KVA in the billing month of Falgun in 2076 (2nd

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February 2020 to 1st
March 2020). This implies that the maximum load consumed at the
hospital till date is about 46% of the approved load. Therefore, the demand of the hospital can
still be increased by about 100 % of without the need to increase the approved power at the
utility side. Also, the 275 kw solar power system installed at hospital has reduced the power
need to be received from the grid.
The voltage received from the grid start to fall below the rated voltage level of 11 kv in the
morning and rises up to 11 kv as the day ends. The voltage level dropped below the tolerance
level of 5% on several occasions. But the automatic Voltage Regulator installed at the in series
with the transformer regulated the voltage in secondary side. So, it is recommended to install
Automatic Voltage regulator in series with the transformer at the new site.
Regarding the frequency of the electricity supply, the variation in frequency was within the
limit of 2.5%. So, frequency variation may not be an issue if the supply is extended from the
dhulikhel hospital feeder.
Although the power factor was within the rated value of 0.8. It is always recommended to
maintain the power factor value close to 1. So, installing devices like Automatic power factor
correction (APFC) at the LV side will be a better option.
For the electricity supply line route to the new site, two different option was studied; one-
feeder used by dhulikhel hospital currently and another- public feeder located near to the new
site. On technical grounds, it is highly recommended to extend the supply from the hospital
feeder since the outage duration and frequency is relatively very low in dedicated hospital
feeder than the public feeder.
The major part of the outage duration and frequency perceived at the hospital is due to the
system outage. During the system outage, there is no supply in any of the 11 kv feeders
originating from the Banepa Substation. Problems relating to system outages are dealt by
Kathmandu Grid Division Office, so, the local utility has no direct control and responsibility
in reducing the system outage. However, the frequency and duration of tripping outages and
pre-scheduled maintenance shutdown, which are under the control and responsibility of local
utility are relatively low.
The minimum hosting capacity of 11 kv line from substation to the hospital feeder is
approximated to be around 2500 kW.

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7. Annexes

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Annex 1: Site Visit Photographs
Figure A. 1 Local Utility Office with Technical Department Head
Figure A. 2 Interacting with the Utility Substation Staffs

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Figure A. 4 Existing Line Route- XLPE Cable start section
Figure A. 3 Utility Meter at site
Figure A. 5 Existing Line Route to Hospital

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Figure A. 9 Utility Substation Power Transformer
Figure A. 8 Grid Receiving Point at Hospital
Figure A. 7 500 KVA Transformer Figure A. 6 Automatic Voltage Regulator in series with 500 KVA
Transformer

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Figure A. 13 Nameplate of 630 KVA Transformer
Figure A. 10 Nameplate of AVR
Figure A. 12 200 KVA Transformer with Distribution Box Figure A. 11 Distribution Panel

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Figure A. 15 Generator 3 (100 KVA) Figure A. 14 Changeover 200 Amp
Figure A. 17 Generator 1 & 2 Figure A. 16 Generator 4

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Figure A. 19 Solar Array
Figure A. 18 Grid Tie Solar Monitoring System

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Figure A. 22 Battery Bank
Figure A. 20 Solar Inverter and Control System Figure A. 21 For line route at new site from Bhakunde feeder

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Annex 2: Electrical Power Supply Survey Data
Annex 3: Electrical Power Supply Drawing
Annex 4: Power Connection from Dhulikhel Hospital Dedicated Feeder to Trauma
Center
Annex 5: Time of Day Power Consumption from Grid (April 25th to May 1st)
Annex 6: Technical Specification for Solar Net Metering System

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Annex 2: Load Profile Data
Load Profile Data from 9th
April 2021 to 13th
May 2021

Load Profile Data from 9th
April 2021 to 13th
May 2021
S.No. Date- Time
Voltage-A
(Volts)
Voltage-B
(Volts)
Voltage-C
(Volts)
Current-A
(Amp)
Current-B
(Amp)
Current-C
(Amp)
PF- A PF-B PF-C
PF-
Avg
Energy
(kwh)
1 14-05-2021 00:30:00 11244 11229 11341 10 9 10 0.92 0.922 0.95 0.932 8631725
2 14-05-2021 00:00:00 11239 11220 11334 10 9 9 0.913 0.907 0.943 0.922 8631635
3 13-05-2021 23:30:00 11229 11201 11312 9 8 8 0.923 0.905 0.945 0.926 8631543
4 13-05-2021 23:00:00 11215 11180 11306 10 9 10 0.907 0.908 0.939 0.919 8631454
5 13-05-2021 22:30:00 11343 11298 11424 11 10 11 0.905 0.922 0.942 0.924 8631355
6 13-05-2021 22:00:00 11227 11170 11313 11 10 11 0.921 0.925 0.939 0.929 8631258
7 13-05-2021 21:30:00 11140 11057 11218 17 15 16 0.961 0.954 0.972 0.961 8631133
8 13-05-2021 21:00:00 11074 10960 11130 15 13 14 0.958 0.94 0.978 0.959 8631014
9 13-05-2021 20:30:00 11047 10899 11090 11 10 11 0.913 0.929 0.961 0.936 8630884
10 13-05-2021 20:00:00 10898 10712 10922 13 11 13 0.947 0.957 0.973 0.959 8630763
11 13-05-2021 19:30:00 10686 10496 10716 15 13 15 0.948 0.965 0.986 0.967 8630645
12 13-05-2021 19:00:00 10615 10404 10634 14 11 15 0.929 0.972 0.986 0.968 8630517
13 13-05-2021 18:30:00 10666 10491 10688 13 12 13 0.954 0.966 0.976 0.964 8630394
14 13-05-2021 18:00:00 10818 10709 10894 14 13 13 0.951 0.94 0.971 0.955 8630271
15 13-05-2021 17:30:00 10835 10704 10891 13 12 14 0.92 0.971 0.961 0.953 8630144
16 13-05-2021 17:00:00 10666 10565 10714 14 13 14 0.937 0.945 0.967 0.95 8630007
17 13-05-2021 16:30:00 10917 10823 10995 12 10 12 0.884 0.919 0.938 0.915 8629897
18 13-05-2021 16:00:00 10884 10792 10912 11 10 10 0.843 0.857 0.888 0.863 8629791
19 13-05-2021 15:30:00 10877 10783 10917 16 13 16 0.925 0.958 0.975 0.954 8629678
20 13-05-2021 15:00:00 10880 10770 10919 13 12 13 0.912 0.919 0.946 0.926 8629579
21 13-05-2021 14:30:00 10808 10699 10839 9 8 9 0.808 0.839 0.887 0.847 8629483
22 13-05-2021 14:00:00 10777 10697 10827 15 14 14 0.933 0.926 0.952 0.938 8629369
23 13-05-2021 13:30:00 10794 10716 10854 12 10 11 0.922 0.919 0.96 0.935 8629251
24 13-05-2021 13:00:00 10768 10666 10816 9 8 9 0.825 0.871 0.912 0.872 8629130
25 13-05-2021 12:30:00 10756 10673 10827 12 11 13 0.911 0.939 0.948 0.934 8629034
26 13-05-2021 12:00:00 10780 10700 10854 18 16 18 0.944 0.956 0.971 0.958 8628899
27 13-05-2021 11:30:00 10792 10685 10848 17 15 17 0.935 0.95 0.976 0.954 8628766
28 13-05-2021 11:00:00 10787 10683 10837 17 15 17 0.947 0.972 0.983 0.971 8628633
29 13-05-2021 10:30:00 10728 10621 10792 17 15 17 0.955 0.972 0.988 0.974 8628478
30 13-05-2021 10:00:00 10693 10574 10742 17 15 17 0.936 0.953 0.978 0.957 8628335
31 13-05-2021 09:30:00 10662 10543 10709 14 13 16 0.916 0.973 0.962 0.955 8628178
32 13-05-2021 09:00:00 10631 10503 10667 17 15 17 0.94 0.949 0.972 0.954 8628035
33 13-05-2021 08:30:00 10603 10496 10662 16 15 17 0.92 0.958 0.959 0.946 8627909
34 13-05-2021 08:00:00 10660 10539 10718 16 14 17 0.916 0.955 0.957 0.943 8627774
35 13-05-2021 07:30:00 10560 10456 10631 17 16 17 0.956 0.963 0.975 0.965 8627624
36 13-05-2021 07:00:00 10711 10610 10770 15 14 16 0.939 0.963 0.964 0.957 8627490
37 13-05-2021 06:30:00 10879 10794 10953 16 15 16 0.957 0.949 0.973 0.962 8627341
38 13-05-2021 06:00:00 10950 10894 11064 13 12 13 0.925 0.936 0.944 0.938 8627223
39 13-05-2021 05:30:00 11104 11055 11180 15 14 15 0.951 0.962 0.972 0.961 8627110
40 13-05-2021 05:00:00 11232 11185 11319 12 11 12 0.916 0.926 0.932 0.925 8626993
41 13-05-2021 04:30:00 11268 11248 11381 11 10 11 0.894 0.909 0.914 0.906 8626891
42 13-05-2021 04:00:00 11306 11281 11395 9 9 9 0.906 0.919 0.935 0.92 8626785
43 13-05-2021 03:30:00 11294 11279 11402 10 10 10 0.917 0.934 0.934 0.929 8626690
44 13-05-2021 03:00:00 11268 11270 11388 11 11 11 0.905 0.914 0.917 0.912 8626592

Load Profile Data from 9th
April 2021 to 13th
May 2021
45 13-05-2021 02:30:00 11274 11265 11381 12 12 12 0.917 0.905 0.924 0.915 8626495
46 13-05-2021 02:00:00 11272 11265 11383 11 10 11 0.914 0.921 0.943 0.927 8626399
47 13-05-2021 01:30:00 11282 11260 11369 9 9 9 0.906 0.921 0.935 0.921 8626303
48 13-05-2021 01:00:00 11281 11268 11379 10 9 10 0.904 0.911 0.934 0.917 8626206
49 13-05-2021 00:30:00 11293 11281 11400 10 9 10 0.914 0.916 0.937 0.923 8626107
50 13-05-2021 00:00:00 11282 11246 11358 10 10 10 0.945 0.931 0.945 0.941 8626004
51 12-05-2021 23:30:00 11225 11199 11313 13 12 13 0.933 0.928 0.938 0.934 8625901
52 12-05-2021 23:00:00 11223 11204 11320 12 11 12 0.911 0.915 0.935 0.921 8625787
53 12-05-2021 22:30:00 11178 11154 11274 13 12 13 0.929 0.925 0.95 0.936 8625687
54 12-05-2021 22:00:00 11126 11080 11208 16 14 16 0.947 0.965 0.976 0.964 8625565
55 12-05-2021 21:30:00 11055 10988 11138 14 13 13 0.952 0.94 0.971 0.957 8625444
56 12-05-2021 21:00:00 11066 10953 11128 14 12 13 0.932 0.94 0.962 0.945 8625313
57 12-05-2021 20:30:00 10896 10754 10953 15 13 14 0.958 0.965 0.977 0.967 8625189
58 12-05-2021 20:00:00 11003 10832 11022 17 14 16 0.948 0.95 0.975 0.959 8625063
59 12-05-2021 19:30:00 10773 10553 10775 19 16 18 0.957 0.969 0.985 0.971 8624922
60 12-05-2021 19:00:00 10681 10437 10678 17 15 17 0.964 0.969 0.983 0.974 8624775
61 12-05-2021 18:30:00 10589 10418 10629 16 14 15 0.96 0.963 0.986 0.971 8624623
62 12-05-2021 18:00:00 10777 10640 10830 12 11 13 0.923 0.967 0.964 0.953 8624498
63 12-05-2021 17:30:00 10801 10697 10868 14 13 15 0.918 0.956 0.96 0.944 8624363
64 12-05-2021 17:00:00 10771 10680 10839 16 15 17 0.931 0.962 0.954 0.951 8624238
65 12-05-2021 16:30:00 10700 10593 10766 17 15 17 0.941 0.957 0.968 0.957 8624101
66 12-05-2021 16:00:00 10622 10534 10692 15 13 15 0.934 0.955 0.97 0.955 8623986
67 12-05-2021 15:30:00 10660 10544 10704 13 13 14 0.918 0.949 0.939 0.937 8623851
68 12-05-2021 15:00:00 10631 10515 10680 12 11 14 0.899 0.961 0.952 0.94 8623715
69 12-05-2021 14:30:00 10444 10350 10491 15 14 15 0.928 0.956 0.956 0.947 8623590
70 12-05-2021 14:00:00 10584 10499 10671 16 15 16 0.954 0.96 0.968 0.96 8623464
71 12-05-2021 13:30:00 10650 10555 10712 16 16 18 0.933 0.967 0.96 0.954 8623319
72 12-05-2021 13:00:00 10676 10591 10757 14 13 15 0.925 0.949 0.957 0.943 8623170
73 12-05-2021 12:30:00 10669 10563 10737 18 16 18 0.966 0.976 0.982 0.975 8623019
74 12-05-2021 12:00:00 10647 10551 10726 19 17 18 0.972 0.971 0.987 0.979 8622855
75 12-05-2021 11:30:00 10908 10785 10958 15 14 15 0.959 0.973 0.976 0.969 8622715
76 12-05-2021 11:00:00 10747 10634 10808 16 15 18 0.931 0.975 0.975 0.963 8622547
77 12-05-2021 10:30:00 10666 10560 10721 16 15 17 0.953 0.969 0.978 0.968 8622405
78 12-05-2021 10:00:00 10669 10598 10756 10 9 11 0.875 0.928 0.939 0.916 8622303
79 12-05-2021 09:30:00 10492 10366 10551 13 12 14 0.937 0.963 0.976 0.963 8622210
80 12-05-2021 09:00:00 10479 10345 10527 12 10 12 0.873 0.89 0.932 0.9 8622108
81 12-05-2021 08:30:00 10515 10376 10555 9 7 9 0.844 0.878 0.933 0.889 8622018
82 12-05-2021 08:00:00 10638 10515 10692 16 15 18 0.937 0.974 0.971 0.962 8621923
83 12-05-2021 07:30:00 10586 10470 10647 16 14 16 0.944 0.964 0.976 0.963 8621790
84 12-05-2021 07:00:00 10832 10705 10889 12 11 13 0.91 0.941 0.958 0.938 8621681
85 12-05-2021 06:30:00 10969 10856 11029 14 12 14 0.927 0.942 0.969 0.949 8621551
86 12-05-2021 06:00:00 10931 10813 10988 12 11 12 0.921 0.939 0.946 0.936 8621429
87 12-05-2021 05:30:00 11125 11073 11235 14 13 14 0.932 0.945 0.963 0.948 8621308
88 12-05-2021 05:00:00 11144 11097 11222 11 10 11 0.93 0.936 0.94 0.935 8621179
89 12-05-2021 04:30:00 11203 11163 11281 16 15 16 0.94 0.963 0.969 0.957 8621065
90 12-05-2021 04:00:00 11235 11192 11310 12 11 11 0.917 0.913 0.932 0.921 8620949
91 12-05-2021 03:30:00 11253 11210 11329 12 11 12 0.914 0.917 0.931 0.921 8620849
92 12-05-2021 03:00:00 11270 11239 11360 10 10 11 0.91 0.922 0.929 0.92 8620746
93 12-05-2021 02:30:00 11317 11275 11410 11 11 11 0.937 0.921 0.948 0.936 8620646
94 12-05-2021 02:00:00 11293 11232 11341 10 10 10 0.918 0.917 0.938 0.925 8620543

Load Profile Data from 9th
April 2021 to 13th
May 2021
95 12-05-2021 01:30:00 11248 11190 11301 11 10 10 0.927 0.913 0.951 0.931 8620440
96 12-05-2021 01:00:00 11230 11182 11293 12 11 11 0.916 0.914 0.951 0.928 8620338
97 12-05-2021 00:30:00 11234 11182 11291 11 11 12 0.918 0.935 0.944 0.933 8620231
98 12-05-2021 00:00:00 11203 11137 11251 12 11 11 0.94 0.932 0.95 0.941 8620116
99 11-05-2021 23:30:00 11163 11099 11220 14 13 13 0.953 0.937 0.965 0.954 8620004
100 11-05-2021 23:00:00 11142 11078 11201 13 13 13 0.942 0.939 0.937 0.938 8619883
101 11-05-2021 22:30:00 11083 10995 11126 11 11 12 0.919 0.933 0.944 0.932 8619767
102 11-05-2021 22:00:00 11022 10962 11102 14 12 14 0.931 0.951 0.971 0.954 8619649
103 11-05-2021 21:30:00 11225 11116 11263 13 12 13 0.904 0.931 0.939 0.927 8619532
104 11-05-2021 21:00:00 11192 11042 11201 12 10 12 0.917 0.948 0.962 0.944 8619414
105 11-05-2021 20:30:00 11100 10920 11114 13 12 13 0.95 0.958 0.976 0.964 8619291
106 11-05-2021 20:00:00 10953 10749 10951 14 12 14 0.925 0.937 0.965 0.945 8619162
107 11-05-2021 19:30:00 10899 10704 10901 17 16 16 0.97 0.966 0.984 0.972 8619029
108 11-05-2021 19:00:00 10773 10576 10780 18 17 18 0.963 0.97 0.983 0.973 8618893
109 11-05-2021 18:30:00 10848 10686 10887 15 13 14 0.961 0.963 0.977 0.967 8618747
110 11-05-2021 18:00:00 10823 10674 10865 16 14 16 0.958 0.967 0.985 0.973 8618623
111 11-05-2021 17:30:00 10908 10792 10953 11 10 12 0.892 0.963 0.957 0.941 8618478
112 11-05-2021 17:00:00 10861 10735 10931 16 15 16 0.943 0.957 0.969 0.956 8618351
113 11-05-2021 16:30:00 10756 10636 10811 15 13 16 0.93 0.969 0.971 0.959 8618230
114 11-05-2021 16:00:00 10754 10628 10801 12 11 13 0.89 0.939 0.938 0.923 8618101
115 11-05-2021 15:30:00 10737 10617 10783 19 18 19 0.95 0.957 0.968 0.958 8617960
116 11-05-2021 15:00:00 10794 10674 10839 14 12 14 0.909 0.945 0.958 0.938 8617833
117 11-05-2021 14:30:00 10828 10714 10867 11 10 12 0.874 0.945 0.945 0.924 8617724
118 11-05-2021 14:00:00 10809 10702 10856 13 12 13 0.937 0.951 0.957 0.949 8617614
119 11-05-2021 13:30:00 10761 10667 10818 16 14 17 0.937 0.966 0.971 0.961 8617470
120 11-05-2021 13:00:00 10766 10664 10827 15 14 15 0.958 0.959 0.978 0.968 8617327
121 11-05-2021 12:30:00 10787 10690 10849 12 11 12 0.907 0.929 0.95 0.93 8617199
122 11-05-2021 12:00:00 10725 10631 10789 13 12 14 0.937 0.969 0.972 0.958 8617071
123 11-05-2021 11:30:00 10676 10569 10730 13 12 13 0.942 0.949 0.973 0.956 8616953
124 11-05-2021 11:00:00 10777 10647 10815 9 8 10 0.806 0.904 0.905 0.875 8616860
125 11-05-2021 10:30:00 10697 10569 10745 13 12 14 0.917 0.952 0.966 0.946 8616766
126 11-05-2021 10:00:00 10648 10520 10693 17 15 19 0.925 0.975 0.977 0.964 8616634
127 11-05-2021 09:30:00 10553 10402 10584 10 10 12 0.887 0.955 0.934 0.927 8616514
128 11-05-2021 09:00:00 10498 10328 10512 16 13 15 0.926 0.95 0.977 0.954 8616401
129 11-05-2021 08:30:00 10529 10397 10589 13 11 13 0.892 0.919 0.946 0.92 8616294
130 11-05-2021 08:00:00 10634 10529 10697 10 8 10 0.823 0.879 0.903 0.87 8616191
131 11-05-2021 07:30:00 10671 10562 10735 12 10 12 0.9 0.936 0.954 0.932 8616090
132 11-05-2021 07:00:00 10730 10629 10809 11 9 12 0.883 0.938 0.961 0.931 8615994
133 11-05-2021 06:30:00 10846 10733 10913 11 10 11 0.922 0.942 0.938 0.935 8615891
134 11-05-2021 06:00:00 10804 10723 10879 10 9 11 0.908 0.96 0.965 0.947 8615780
135 11-05-2021 05:30:00 11026 10932 11107 12 11 12 0.936 0.934 0.947 0.939 8615688
136 11-05-2021 05:00:00 11142 11085 11234 11 10 11 0.926 0.945 0.944 0.938 8615578
137 11-05-2021 04:30:00 11234 11210 11339 14 13 15 0.937 0.955 0.969 0.956 8615472
138 11-05-2021 04:00:00 11306 11279 11402 11 11 11 0.938 0.947 0.946 0.944 8615336
139 11-05-2021 03:30:00 11317 11291 11412 9 8 9 0.893 0.916 0.922 0.911 8615248
140 11-05-2021 03:00:00 11320 11291 11407 9 8 9 0.894 0.92 0.93 0.915 8615161
141 11-05-2021 02:30:00 11310 11287 11405 9 9 10 0.909 0.919 0.924 0.917 8615075
142 11-05-2021 02:00:00 11310 11296 11412 10 9 10 0.907 0.926 0.939 0.925 8614988
143 11-05-2021 01:30:00 11277 11258 11376 10 9 10 0.917 0.926 0.938 0.927 8614899
144 11-05-2021 01:00:00 11274 11255 11369 9 9 10 0.907 0.935 0.937 0.927 8614809

Load Profile Data from 9th
April 2021 to 13th
May 2021
145 11-05-2021 00:30:00 11265 11235 11362 10 10 11 0.922 0.939 0.945 0.936 8614718
146 11-05-2021 00:00:00 11227 11192 11310 10 10 10 0.927 0.934 0.951 0.937 8614622
147 10-05-2021 23:30:00 11184 11159 11282 11 10 11 0.94 0.95 0.962 0.951 8614524
148 10-05-2021 23:00:00 11163 11135 11253 10 10 12 0.897 0.961 0.951 0.939 8614419
149 10-05-2021 22:30:00 11154 11116 11239 11 11 11 0.923 0.932 0.94 0.932 8614318
150 10-05-2021 22:00:00 11021 10965 11107 9 8 9 0.914 0.94 0.958 0.939 8614213
151 10-05-2021 21:30:00 10945 10875 11017 12 12 12 0.949 0.954 0.955 0.953 8614106
152 10-05-2021 21:00:00 10860 10759 10925 13 12 13 0.949 0.959 0.971 0.958 8613990
153 10-05-2021 20:30:00 10785 10660 10844 13 12 13 0.943 0.967 0.968 0.963 8613858
154 10-05-2021 20:00:00 10884 10705 10901 15 14 15 0.96 0.957 0.97 0.962 8613732
155 10-05-2021 19:30:00 10785 10593 10801 15 13 14 0.943 0.954 0.978 0.963 8613592
156 10-05-2021 19:00:00 10773 10548 10785 13 11 13 0.922 0.948 0.959 0.944 8613455
157 10-05-2021 18:30:00 10660 10468 10674 14 12 15 0.925 0.97 0.973 0.958 8613324
158 10-05-2021 18:00:00 10775 10634 10808 18 17 19 0.944 0.967 0.971 0.961 8613185
159 10-05-2021 17:30:00 11126 10998 11170 12 11 12 0.888 0.923 0.93 0.914 8613056
160 10-05-2021 17:00:00 10643 10524 10683 15 14 17 0.928 0.967 0.962 0.952 8612931
161 10-05-2021 16:30:00 10660 10543 10699 15 12 14 0.937 0.947 0.979 0.959 8612806
162 10-05-2021 16:00:00 10577 10473 10634 14 13 15 0.921 0.962 0.959 0.948 8612675
163 10-05-2021 15:30:00 10570 10460 10629 14 11 14 0.909 0.933 0.97 0.938 8612545
164 10-05-2021 15:00:00 10652 10546 10709 13 11 13 0.925 0.949 0.962 0.946 8612442
165 10-05-2021 14:30:00 10569 10470 10641 11 11 13 0.907 0.969 0.948 0.944 8612327
166 10-05-2021 14:00:00 10543 10480 10622 7 6 7 0.69 0.754 0.829 0.761 8612215
167 10-05-2021 13:30:00 10548 10439 10570 13 11 13 0.878 0.933 0.945 0.921 8612145
168 10-05-2021 13:00:00 10645 10544 10697 11 10 11 0.861 0.91 0.917 0.897 8612065
169 10-05-2021 12:30:00 10662 10574 10716 14 12 14 0.9 0.945 0.96 0.936 8611956
170 10-05-2021 12:00:00 10622 10518 10659 14 13 15 0.909 0.937 0.944 0.93 8611851
171 10-05-2021 11:30:00 10577 10487 10645 11 9 12 0.825 0.939 0.934 0.905 8611745
172 10-05-2021 11:00:00 10532 10416 10589 14 11 13 0.926 0.945 0.976 0.952 8611637
173 10-05-2021 10:30:00 10543 10427 10586 15 14 15 0.955 0.963 0.968 0.962 8611527
174 10-05-2021 10:00:00 10654 10529 10688 15 13 15 0.937 0.961 0.981 0.961 8611396
175 10-05-2021 09:30:00 10567 10439 10621 18 16 18 0.952 0.964 0.979 0.967 8611264
176 10-05-2021 09:00:00 10458 10297 10486 14 13 14 0.952 0.959 0.968 0.959 8611133
177 10-05-2021 08:30:00 10446 10285 10463 13 11 14 0.905 0.939 0.965 0.939 8611014
178 10-05-2021 08:00:00 10763 10574 10806 12 11 13 0.912 0.946 0.948 0.936 8610887
179 10-05-2021 07:00:00 10681 10555 10744 10 9 10 0.904 0.924 0.955 0.929 8610825
180 10-05-2021 06:30:00 10773 10643 10827 11 10 12 0.913 0.957 0.966 0.947 8610725
181 10-05-2021 06:00:00 10711 10617 10792 11 9 11 0.926 0.958 0.971 0.954 8610630
182 10-05-2021 05:30:00 10872 10804 10938 10 9 9 0.925 0.928 0.944 0.932 8610533
183 10-05-2021 05:00:00 10957 10912 11054 11 9 11 0.889 0.94 0.963 0.934 8610438
184 10-05-2021 04:30:00 11002 10936 11066 12 10 11 0.943 0.934 0.965 0.948 8610334
185 10-05-2021 04:00:00 11057 10984 11113 12 11 12 0.945 0.951 0.96 0.952 8610235
186 10-05-2021 03:30:00 11057 11000 11132 10 9 10 0.91 0.927 0.95 0.93 8610147
187 10-05-2021 03:00:00 11054 10995 11118 9 8 9 0.913 0.929 0.954 0.933 8610060
188 10-05-2021 02:30:00 11119 11067 11190 9 8 9 0.917 0.932 0.958 0.937 8609974
189 10-05-2021 02:00:00 11061 11002 11125 10 8 9 0.913 0.914 0.963 0.932 8609886
190 10-05-2021 01:30:00 10996 10938 11066 9 8 9 0.917 0.921 0.955 0.933 8609801
191 10-05-2021 01:00:00 10957 10889 11017 11 9 10 0.91 0.921 0.951 0.929 8609715
192 10-05-2021 00:30:00 11061 11000 11116 10 9 10 0.92 0.92 0.952 0.932 8609627
193 10-05-2021 00:00:00 10958 10901 11017 10 9 10 0.915 0.94 0.959 0.939 8609539
194 09-05-2021 23:30:00 10965 10908 11022 10 9 10 0.928 0.938 0.954 0.94 8609445

Load Profile Data from 9th
April 2021 to 13th
May 2021
195 09-05-2021 23:00:00 10953 10896 11016 13 12 13 0.951 0.959 0.969 0.96 8609351
196 09-05-2021 22:30:00 11040 10993 11133 11 10 11 0.909 0.929 0.944 0.928 8609245
197 09-05-2021 22:00:00 10964 10893 11047 13 11 13 0.931 0.957 0.981 0.96 8609144
198 09-05-2021 21:30:00 11071 10977 11145 15 13 15 0.944 0.956 0.973 0.956 8609038
199 09-05-2021 21:00:00 11009 10879 11064 10 9 10 0.913 0.936 0.956 0.936 8608919
200 09-05-2021 20:30:00 10861 10712 10913 11 9 10 0.915 0.922 0.948 0.929 8608825
201 09-05-2021 20:00:00 10932 10751 10953 15 13 15 0.919 0.958 0.961 0.948 8608710
202 09-05-2021 19:30:00 10799 10586 10801 15 13 15 0.95 0.965 0.983 0.968 8608579
203 09-05-2021 19:00:00 10609 10385 10595 18 15 18 0.957 0.969 0.984 0.972 8608454
204 09-05-2021 18:30:00 10352 10155 10376 13 11 14 0.922 0.977 0.97 0.959 8608318
205 09-05-2021 18:00:00 10548 10411 10600 14 12 15 0.904 0.963 0.968 0.947 8608206
206 09-05-2021 17:30:00 10626 10512 10671 17 16 17 0.938 0.958 0.962 0.952 8608078
207 09-05-2021 17:00:00 10596 10479 10640 12 11 13 0.898 0.947 0.949 0.933 8607965
208 09-05-2021 16:30:00 10602 10496 10664 15 14 15 0.941 0.942 0.958 0.947 8607859
209 09-05-2021 16:00:00 10629 10534 10700 8 7 8 0.858 0.887 0.92 0.89 8607761
210 09-05-2021 15:30:00 10614 10555 10645 16 15 16 0.956 0.959 0.976 0.966 8607650
211 09-05-2021 15:00:00 10577 10517 10600 16 14 16 0.937 0.965 0.975 0.96 8607511
212 09-05-2021 14:30:00 10532 10456 10546 12 11 12 0.922 0.931 0.954 0.937 8607380
213 09-05-2021 14:00:00 10510 10451 10531 15 13 16 0.917 0.965 0.969 0.952 8607247
214 09-05-2021 13:30:00 10482 10418 10498 15 15 16 0.943 0.956 0.957 0.953 8607109
215 09-05-2021 13:00:00 10484 10428 10515 17 15 17 0.951 0.967 0.982 0.967 8606962
216 09-05-2021 12:30:00 10463 10402 10492 11 9 11 0.872 0.895 0.938 0.904 8606842
217 09-05-2021 12:00:00 10605 10562 10647 11 10 11 0.913 0.928 0.962 0.936 8606739
218 09-05-2021 11:30:00 10605 10536 10628 13 9 12 0.855 0.877 0.958 0.903 8606640
219 09-05-2021 11:00:00 10643 10576 10660 7 5 6 0.646 0.683 0.834 0.728 8606575
220 09-05-2021 10:30:00 10641 10574 10664 11 9 12 0.83 0.915 0.931 0.896 8606499
221 09-05-2021 10:00:00 10634 10574 10669 12 10 13 0.871 0.926 0.955 0.921 8606413
222 09-05-2021 09:30:00 10512 10442 10539 10 9 11 0.817 0.886 0.909 0.873 8606341
223 09-05-2021 09:00:00 10541 10473 10558 12 11 12 0.903 0.934 0.952 0.931 8606253
224 09-05-2021 08:30:00 10512 10444 10537 9 8 9 0.816 0.857 0.892 0.857 8606158
225 09-05-2021 08:00:00 10435 10373 10461 15 13 15 0.907 0.931 0.956 0.932 8606061
226 09-05-2021 07:30:00 10546 10487 10588 13 12 14 0.915 0.947 0.963 0.942 8605944
227 09-05-2021 07:00:00 10654 10589 10680 12 11 12 0.919 0.934 0.949 0.935 8605853
228 09-05-2021 06:30:00 10657 10595 10693 11 10 11 0.918 0.945 0.946 0.937 8605748
229 09-05-2021 06:00:00 10757 10711 10797 11 10 11 0.896 0.911 0.936 0.915 8605641
230 09-05-2021 05:30:00 10967 10920 11021 12 11 12 0.926 0.93 0.949 0.935 8605535
231 09-05-2021 05:00:00 11106 11061 11161 14 13 14 0.925 0.926 0.947 0.934 8605422
232 09-05-2021 04:30:00 11232 11187 11284 12 11 12 0.918 0.928 0.935 0.927 8605304
233 09-05-2021 04:00:00 11218 11185 11275 10 9 10 0.899 0.921 0.931 0.918 8605185
234 09-05-2021 03:30:00 11248 11213 11313 11 10 11 0.9 0.915 0.931 0.916 8605088
235 09-05-2021 03:00:00 11173 11133 11227 10 10 10 0.892 0.906 0.923 0.907 8604991
236 09-05-2021 02:30:00 11184 11147 11230 10 10 10 0.905 0.907 0.929 0.914 8604895
237 09-05-2021 02:00:00 11158 11109 11206 11 9 11 0.901 0.923 0.954 0.927 8604799
238 09-05-2021 01:30:00 11137 11095 11196 11 10 11 0.913 0.921 0.943 0.926 8604702
239 09-05-2021 01:00:00 11074 11019 11116 10 9 10 0.917 0.919 0.946 0.928 8604604
240 09-05-2021 00:30:00 11116 11069 11168 12 11 12 0.915 0.914 0.937 0.923 8604505
241 09-05-2021 00:00:00 11066 11012 11107 11 10 10 0.896 0.9 0.93 0.91 8604408
242 08-05-2021 23:30:00 11017 10969 11055 11 11 11 0.908 0.92 0.919 0.916 8604309
243 08-05-2021 23:00:00 11057 11014 11099 12 11 12 0.882 0.932 0.936 0.918 8604203
244 08-05-2021 22:30:00 11081 11036 11126 14 13 14 0.913 0.928 0.942 0.927 8604103

Load Profile Data from 9th
April 2021 to 13th
May 2021
245 08-05-2021 22:00:00 11130 11067 11164 16 15 15 0.964 0.953 0.976 0.966 8603979
246 08-05-2021 21:30:00 11119 11061 11156 12 12 12 0.936 0.933 0.949 0.94 8603857
247 08-05-2021 21:00:00 11104 11035 11126 13 12 13 0.94 0.946 0.954 0.947 8603746
248 08-05-2021 20:30:00 11042 10977 11076 13 12 13 0.931 0.939 0.961 0.946 8603624
249 08-05-2021 20:00:00 10972 10898 10990 12 11 11 0.928 0.927 0.954 0.937 8603511
250 08-05-2021 19:30:00 10861 10789 10884 13 12 13 0.924 0.948 0.955 0.94 8603395
251 08-05-2021 19:00:00 10785 10699 10794 13 11 13 0.924 0.946 0.963 0.946 8603269
252 08-05-2021 18:30:00 10747 10654 10751 11 10 12 0.919 0.97 0.962 0.952 8603163
253 08-05-2021 18:00:00 10664 10622 10728 14 13 15 0.923 0.949 0.947 0.94 8603046
254 08-05-2021 17:30:00 10700 10655 10756 13 12 13 0.929 0.956 0.959 0.949 8602930
255 08-05-2021 17:00:00 10641 10574 10678 17 15 18 0.936 0.971 0.969 0.96 8602811
256 08-05-2021 16:30:00 10683 10600 10712 14 13 14 0.933 0.94 0.953 0.943 8602695
257 08-05-2021 16:00:00 10782 10719 10820 13 12 14 0.879 0.935 0.935 0.916 8602579
258 08-05-2021 15:30:00 10872 10801 10896 10 9 11 0.853 0.927 0.921 0.902 8602475
259 08-05-2021 15:00:00 10886 10813 10924 13 11 12 0.905 0.913 0.941 0.921 8602369
260 08-05-2021 14:30:00 10822 10764 10851 11 10 11 0.89 0.914 0.934 0.914 8602298
261 08-05-2021 14:00:00 10782 10711 10802 12 11 12 0.913 0.935 0.95 0.933 8602218
262 08-05-2021 13:30:00 10823 10754 10849 11 10 12 0.871 0.933 0.915 0.908 8602163
263 08-05-2021 13:00:00 10808 10738 10823 7 5 6 0.486 0.504 0.715 0.576 8602101
264 08-05-2021 12:30:00 10822 10728 10827 8 8 8 0.737 0.771 0.803 0.771 8602053
265 08-05-2021 12:00:00 10799 10712 10818 7 6 7 0.772 0.796 0.848 0.807 8601983
266 08-05-2021 11:30:00 10775 10688 10796 10 9 10 0.841 0.878 0.914 0.88 8601893
267 08-05-2021 11:00:00 10787 10731 10832 10 9 10 0.857 0.895 0.914 0.89 8601805
268 08-05-2021 10:30:00 10744 10659 10763 8 7 8 0.765 0.785 0.848 0.801 8601740
269 08-05-2021 10:00:00 10771 10678 10778 6 5 6 0.556 0.583 0.74 0.631 8601703
270 08-05-2021 09:30:00 10603 10510 10619 8 6 8 0.722 0.826 0.847 0.801 8601664
271 08-05-2021 09:00:00 10425 10345 10456 5 4 5 0.583 0.621 0.751 0.656 8601610
272 08-05-2021 08:30:00 10447 10364 10470 11 9 10 0.834 0.857 0.915 0.871 8601549
273 08-05-2021 08:00:00 10498 10409 10515 11 11 11 0.923 0.913 0.933 0.923 8601455
274 08-05-2021 07:30:00 10622 10548 10636 14 12 12 0.944 0.92 0.963 0.944 8601351
275 08-05-2021 07:00:00 10664 10584 10678 13 12 13 0.894 0.928 0.949 0.924 8601244
276 08-05-2021 06:30:00 10801 10738 10816 13 13 13 0.946 0.952 0.958 0.951 8601132
277 08-05-2021 06:00:00 10889 10816 10936 11 10 11 0.907 0.924 0.945 0.927 8601035
278 08-05-2021 05:30:00 10931 10860 10988 10 9 10 0.894 0.923 0.946 0.923 8600926
279 08-05-2021 05:00:00 10943 10884 11002 13 12 14 0.924 0.953 0.967 0.947 8600825
280 08-05-2021 04:30:00 11066 11003 11116 10 8 9 0.889 0.908 0.942 0.915 8600728
281 08-05-2021 04:00:00 11080 11019 11135 10 8 9 0.906 0.916 0.956 0.928 8600624
282 08-05-2021 03:30:00 11087 11029 11156 10 9 10 0.907 0.926 0.956 0.931 8600535
283 08-05-2021 03:00:00 11087 11045 11159 10 9 10 0.897 0.924 0.942 0.922 8600445
284 08-05-2021 02:30:00 11140 11092 11201 9 8 9 0.899 0.914 0.945 0.921 8600356
285 08-05-2021 02:00:00 11116 11061 11178 11 9 10 0.92 0.921 0.956 0.934 8600265
286 08-05-2021 01:30:00 11107 11057 11170 11 9 10 0.903 0.911 0.956 0.925 8600175
287 08-05-2021 01:00:00 11151 11106 11210 9 8 9 0.896 0.909 0.943 0.917 8600083
288 08-05-2021 00:30:00 11083 11031 11140 11 10 11 0.903 0.912 0.94 0.919 8599993
289 08-05-2021 00:00:00 11074 11017 11125 11 10 11 0.907 0.929 0.957 0.933 8599901
290 07-05-2021 23:30:00 11047 11003 11107 12 11 12 0.922 0.925 0.958 0.936 8599806
291 07-05-2021 23:00:00 11069 11028 11135 11 10 11 0.912 0.924 0.95 0.93 8599699
292 07-05-2021 22:30:00 11071 11028 11161 14 13 14 0.935 0.951 0.961 0.951 8599582
293 07-05-2021 22:00:00 10964 10912 11048 16 14 15 0.964 0.961 0.983 0.97 8599452
294 07-05-2021 21:30:00 10922 10837 10990 12 11 13 0.912 0.968 0.97 0.953 8599328

Load Profile Data from 9th
April 2021 to 13th
May 2021
295 07-05-2021 21:00:00 10886 10749 10915 15 13 15 0.95 0.961 0.974 0.961 8599204
296 07-05-2021 20:30:00 10737 10589 10771 12 10 12 0.914 0.947 0.966 0.944 8599099
297 07-05-2021 20:00:00 10860 10681 10875 13 11 13 0.927 0.963 0.981 0.96 8598985
298 07-05-2021 19:30:00 10693 10484 10702 12 11 12 0.921 0.937 0.961 0.941 8598849
299 07-05-2021 19:00:00 10537 10318 10536 14 11 14 0.93 0.956 0.977 0.955 8598725
300 07-05-2021 18:30:00 10567 10380 10581 14 12 14 0.95 0.976 0.983 0.971 8598605
301 07-05-2021 18:00:00 10659 10527 10719 15 13 15 0.932 0.964 0.972 0.957 8598471
302 07-05-2021 17:30:00 10693 10584 10742 12 11 12 0.935 0.962 0.966 0.955 8598349
303 07-05-2021 17:00:00 10744 10636 10785 12 10 12 0.912 0.936 0.958 0.937 8598243
304 07-05-2021 16:30:00 10711 10621 10764 11 9 11 0.89 0.933 0.969 0.935 8598146
305 07-05-2021 16:00:00 10808 10704 10853 10 8 9 0.869 0.875 0.918 0.889 8598055
306 07-05-2021 15:30:00 10802 10707 10844 7 6 6 0.77 0.753 0.87 0.801 8597958
307 07-05-2021 15:00:00 10841 10738 10899 11 10 12 0.9 0.947 0.933 0.928 8597858
308 07-05-2021 14:30:00 10844 10751 10896 10 8 10 0.759 0.86 0.881 0.836 8597760
309 07-05-2021 14:00:00 10709 10626 10783 13 12 13 0.93 0.958 0.962 0.952 8597651
310 07-05-2021 13:30:00 10825 10738 10899 10 8 11 0.826 0.897 0.938 0.892 8597564
311 07-05-2021 13:00:00 10723 10629 10780 12 11 12 0.916 0.944 0.961 0.942 8597447
312 07-05-2021 12:30:00 10716 10624 10782 8 8 8 0.862 0.866 0.9 0.877 8597340
313 07-05-2021 12:00:00 10707 10617 10751 14 14 15 0.947 0.975 0.969 0.964 8597230
314 07-05-2021 11:30:00 10738 10629 10787 14 12 14 0.919 0.943 0.966 0.943 8597108
315 07-05-2021 11:00:00 10641 10539 10693 17 15 17 0.944 0.963 0.972 0.96 8596973
316 07-05-2021 10:30:00 10525 10423 10584 15 13 16 0.933 0.977 0.976 0.964 8596824
317 07-05-2021 10:00:00 10489 10387 10562 13 12 14 0.931 0.97 0.975 0.96 8596696
318 07-05-2021 09:30:00 10617 10480 10664 16 15 18 0.94 0.988 0.973 0.971 8596565
319 07-05-2021 09:00:00 10586 10449 10638 14 12 15 0.918 0.963 0.975 0.955 8596423
320 07-05-2021 08:30:00 10442 10297 10498 12 11 13 0.913 0.955 0.95 0.94 8596295
321 07-05-2021 08:00:00 10439 10288 10487 12 11 13 0.905 0.953 0.939 0.933 8596187
322 07-05-2021 07:30:00 10589 10470 10641 12 11 12 0.922 0.948 0.962 0.945 8596078
323 07-05-2021 07:00:00 10820 10712 10886 11 10 11 0.91 0.932 0.943 0.929 8595987
324 07-05-2021 06:30:00 10941 10834 10998 12 11 12 0.948 0.952 0.958 0.952 8595884
325 07-05-2021 06:00:00 10886 10796 10960 11 10 12 0.901 0.947 0.95 0.934 8595779
326 07-05-2021 05:30:00 10967 10912 11026 14 13 13 0.958 0.957 0.973 0.966 8595661
327 07-05-2021 05:00:00 11114 11080 11184 13 12 12 0.956 0.95 0.965 0.96 8595553
328 07-05-2021 04:30:00 11196 11158 11261 11 10 11 0.914 0.931 0.936 0.927 8595446
329 07-05-2021 04:00:00 11180 11154 11263 9 9 9 0.909 0.932 0.929 0.924 8595346
330 07-05-2021 03:30:00 11220 11194 11298 11 10 10 0.915 0.918 0.933 0.922 8595252
331 07-05-2021 03:00:00 11208 11173 11282 9 9 9 0.92 0.933 0.943 0.933 8595160
332 07-05-2021 02:30:00 11170 11142 11234 9 9 9 0.914 0.926 0.939 0.927 8595069
333 07-05-2021 02:00:00 11123 11102 11199 11 10 11 0.915 0.937 0.953 0.936 8594979
334 07-05-2021 01:30:00 11189 11164 11267 10 9 10 0.925 0.933 0.95 0.936 8594888
335 07-05-2021 01:00:00 11227 11213 11334 10 10 11 0.918 0.935 0.945 0.933 8594798
336 07-05-2021 00:30:00 11145 11113 11235 9 9 9 0.916 0.929 0.944 0.93 8594705
337 07-05-2021 00:00:00 11102 11066 11184 10 9 10 0.906 0.932 0.942 0.928 8594615
338 06-05-2021 23:30:00 11031 10981 11097 10 9 10 0.906 0.924 0.938 0.923 8594513
339 06-05-2021 23:00:00 11040 10990 11111 15 14 15 0.967 0.963 0.977 0.969 8594394
340 06-05-2021 22:30:00 10974 10917 11035 12 11 12 0.92 0.942 0.955 0.94 8594283
341 06-05-2021 22:00:00 10927 10863 10976 11 10 12 0.903 0.958 0.953 0.94 8594183
342 06-05-2021 21:30:00 10912 10841 10972 13 11 12 0.932 0.948 0.967 0.951 8594070
343 06-05-2021 21:00:00 10893 10783 10953 15 14 15 0.949 0.962 0.973 0.962 8593952
344 06-05-2021 20:30:00 10969 10841 11014 10 9 10 0.912 0.94 0.957 0.938 8593845

Load Profile Data from 9th
April 2021 to 13th
May 2021
345 06-05-2021 20:00:00 10749 10586 10778 18 16 18 0.966 0.979 0.984 0.978 8593724
346 06-05-2021 19:30:00 10809 10602 10828 11 10 11 0.934 0.947 0.963 0.949 8593591
347 06-05-2021 19:00:00 10695 10498 10712 14 12 14 0.93 0.968 0.974 0.961 8593453
348 06-05-2021 18:30:00 10537 10356 10586 17 15 17 0.941 0.966 0.978 0.965 8593310
349 06-05-2021 18:00:00 10629 10586 10709 14 13 14 0.938 0.949 0.954 0.948 8593176
350 06-05-2021 17:30:00 10763 10657 10825 15 14 15 0.937 0.956 0.962 0.952 8593051
351 06-05-2021 17:00:00 10865 10775 10927 13 12 15 0.901 0.97 0.955 0.944 8592915
352 06-05-2021 16:30:00 10723 10634 10789 14 13 15 0.929 0.962 0.957 0.949 8592785
353 06-05-2021 16:00:00 10622 10548 10693 15 14 15 0.945 0.968 0.967 0.958 8592667
354 06-05-2021 15:30:00 10757 10680 10828 15 13 14 0.931 0.931 0.966 0.947 8592558
355 06-05-2021 15:00:00 10766 10697 10841 16 14 16 0.945 0.951 0.972 0.958 8592435
356 06-05-2021 14:30:00 10654 10579 10719 15 13 16 0.934 0.958 0.972 0.956 8592299
357 06-05-2021 14:00:00 10693 10647 10752 16 14 17 0.923 0.964 0.964 0.952 8592169
358 06-05-2021 13:30:00 10794 10749 10873 12 10 12 0.901 0.931 0.954 0.93 8592021
359 06-05-2021 13:00:00 10712 10655 10785 7 5 7 0.64 0.715 0.857 0.746 8591909
360 06-05-2021 12:30:00 10645 10579 10711 11 10 12 0.898 0.946 0.945 0.931 8591828
361 06-05-2021 12:00:00 10647 10581 10721 10 8 10 0.856 0.92 0.945 0.91 8591729
362 06-05-2021 11:30:00 10652 10586 10726 12 10 12 0.906 0.946 0.953 0.936 8591638
363 06-05-2021 11:00:00 10761 10667 10822 13 11 14 0.893 0.962 0.957 0.939 8591521
364 06-05-2021 10:30:00 10719 10600 10783 18 16 19 0.948 0.977 0.979 0.971 8591383
365 06-05-2021 10:00:00 10683 10558 10740 13 11 13 0.897 0.954 0.958 0.938 8591250
366 06-05-2021 09:30:00 10492 10344 10527 15 13 16 0.908 0.952 0.959 0.939 8591132
367 06-05-2021 09:00:00 10421 10286 10477 9 7 9 0.695 0.77 0.842 0.773 8591025
368 06-05-2021 08:30:00 10406 10271 10456 15 13 15 0.914 0.945 0.961 0.94 8590915
369 06-05-2021 08:00:00 10501 10326 10525 9 8 9 0.793 0.85 0.884 0.844 8590839
370 06-05-2021 07:30:00 10415 10328 10439 13 12 13 0.925 0.942 0.959 0.943 8590748
371 06-05-2021 07:00:00 10560 10466 10595 11 10 12 0.904 0.929 0.937 0.924 8590639
372 06-05-2021 06:30:00 10596 10496 10607 12 11 13 0.906 0.952 0.946 0.936 8590525
373 06-05-2021 06:00:00 10780 10714 10832 12 12 12 0.925 0.931 0.941 0.932 8590412
374 06-05-2021 05:30:00 10648 10605 10702 14 13 15 0.926 0.969 0.957 0.95 8590303
375 06-05-2021 05:00:00 10854 10797 10896 12 11 12 0.919 0.941 0.949 0.937 8590184
376 06-05-2021 04:30:00 10932 10910 11029 15 14 15 0.95 0.956 0.97 0.957 8590080
377 06-05-2021 04:00:00 11036 10995 11114 11 11 11 0.915 0.921 0.937 0.925 8589958
378 06-05-2021 03:30:00 10996 10964 11076 11 10 11 0.9 0.926 0.931 0.919 8589857
379 06-05-2021 03:00:00 10958 10917 11038 12 11 12 0.908 0.926 0.94 0.925 8589757
380 06-05-2021 02:30:00 11073 11024 11149 11 10 11 0.917 0.932 0.953 0.935 8589657
381 06-05-2021 02:00:00 10977 10929 11036 10 9 11 0.914 0.937 0.953 0.936 8589556
382 06-05-2021 01:30:00 10979 10931 11048 12 11 13 0.909 0.927 0.944 0.927 8589455
383 06-05-2021 01:00:00 10877 10813 10938 11 10 11 0.901 0.923 0.945 0.924 8589351
384 06-05-2021 00:30:00 10785 10723 10853 10 9 10 0.919 0.942 0.954 0.939 8589251
385 06-05-2021 00:00:00 10972 10906 11042 11 10 11 0.926 0.942 0.953 0.941 8589151
386 05-05-2021 23:30:00 11054 10984 11116 12 11 12 0.911 0.925 0.941 0.926 8589051
387 05-05-2021 23:00:00 11048 10960 11076 12 12 12 0.924 0.926 0.939 0.93 8588948
388 05-05-2021 22:30:00 11007 10932 11055 14 13 14 0.922 0.928 0.947 0.933 8588835
389 05-05-2021 22:00:00 10955 10860 10977 12 11 12 0.93 0.934 0.94 0.935 8588728
390 05-05-2021 21:30:00 11161 11024 11199 13 13 14 0.928 0.943 0.946 0.94 8588609
391 05-05-2021 21:00:00 10938 10764 10967 14 12 14 0.936 0.965 0.976 0.96 8588475
392 05-05-2021 20:30:00 10854 10638 10856 14 13 14 0.929 0.939 0.956 0.942 8588355
393 05-05-2021 20:00:00 10723 10468 10704 13 12 14 0.924 0.958 0.962 0.946 8588241
394 05-05-2021 19:30:00 10799 10548 10773 16 14 16 0.946 0.974 0.982 0.969 8588113

Load Profile Data from 9th
April 2021 to 13th
May 2021
395 05-05-2021 19:00:00 10305 10039 10285 16 13 16 0.932 0.973 0.982 0.967 8587982
396 05-05-2021 18:30:00 10411 10208 10413 13 12 14 0.922 0.956 0.963 0.948 8587849
397 05-05-2021 18:00:00 10589 10416 10622 15 13 15 0.954 0.969 0.981 0.97 8587733
398 05-05-2021 17:30:00 10629 10480 10666 14 12 14 0.941 0.947 0.967 0.954 8587613
399 05-05-2021 17:00:00 10633 10498 10681 17 14 16 0.925 0.946 0.969 0.949 8587483
400 05-05-2021 16:30:00 10775 10643 10827 11 9 11 0.859 0.911 0.94 0.906 8587360
401 05-05-2021 16:00:00 10778 10645 10823 16 14 16 0.889 0.914 0.942 0.914 8587256
402 05-05-2021 15:30:00 10676 10550 10719 13 11 13 0.877 0.94 0.953 0.927 8587157
403 05-05-2021 15:00:00 10659 10541 10705 9 8 9 0.761 0.817 0.861 0.815 8587061
404 05-05-2021 14:30:00 10621 10486 10662 17 15 18 0.935 0.97 0.969 0.96 8586964
405 05-05-2021 14:00:00 10641 10508 10680 15 14 16 0.934 0.969 0.97 0.959 8586807
406 05-05-2021 13:30:00 10660 10524 10697 19 18 21 0.957 0.982 0.979 0.973 8586643
407 05-05-2021 13:00:00 10787 10659 10827 18 15 18 0.943 0.965 0.982 0.965 8586479
408 05-05-2021 12:30:00 10631 10506 10686 14 11 14 0.92 0.966 0.979 0.96 8586339
409 05-05-2021 12:00:00 10607 10466 10643 10 8 11 0.856 0.953 0.957 0.927 8586243
410 05-05-2021 11:30:00 10512 10373 10557 13 10 13 0.882 0.956 0.974 0.943 8586141
411 05-05-2021 11:00:00 10472 10330 10512 12 9 12 0.832 0.89 0.956 0.9 8586038
412 05-05-2021 10:30:00 10647 10510 10685 14 12 14 0.884 0.922 0.954 0.924 8585945
413 05-05-2021 10:00:00 10470 10305 10494 13 9 12 0.868 0.919 0.967 0.923 8585821
414 05-05-2021 09:30:00 10247 10063 10274 15 12 16 0.906 0.965 0.974 0.955 8585707
415 05-05-2021 09:00:00 10217 10032 10243 14 10 14 0.856 0.915 0.968 0.92 8585600
416 05-05-2021 08:30:00 10328 10158 10356 12 10 12 0.865 0.935 0.95 0.92 8585496
417 05-05-2021 08:00:00 10369 10207 10401 13 11 13 0.912 0.932 0.959 0.936 8585385
418 05-05-2021 07:30:00 10229 10073 10272 17 16 17 0.956 0.967 0.98 0.968 8585246
419 05-05-2021 07:00:00 10683 10532 10716 16 14 16 0.93 0.96 0.97 0.954 8585118
420 05-05-2021 06:30:00 10754 10697 10806 16 16 17 0.958 0.971 0.966 0.964 8584974
421 05-05-2021 06:00:00 10865 10802 10915 13 12 14 0.914 0.952 0.956 0.941 8584835
422 05-05-2021 05:30:00 10818 10752 10879 13 12 13 0.942 0.957 0.958 0.953 8584723
423 05-05-2021 05:00:00 10882 10834 10951 14 13 14 0.944 0.947 0.96 0.95 8584601
424 05-05-2021 04:30:00 10964 10920 11045 12 12 13 0.91 0.936 0.942 0.93 8584480
425 05-05-2021 04:00:00 10998 10960 11074 13 12 14 0.901 0.948 0.951 0.934 8584354
426 05-05-2021 03:30:00 11126 11090 11210 11 10 12 0.908 0.944 0.954 0.937 8584235
427 05-05-2021 03:00:00 11038 10998 11116 12 11 12 0.913 0.941 0.944 0.934 8584124
428 05-05-2021 02:30:00 11067 11026 11142 12 11 12 0.897 0.935 0.937 0.924 8584015
429 05-05-2021 02:00:00 11088 11048 11163 13 11 13 0.893 0.926 0.943 0.921 8583908
430 05-05-2021 01:30:00 11173 11140 11267 12 11 12 0.918 0.939 0.953 0.937 8583797
431 05-05-2021 01:00:00 11128 11088 11204 12 11 13 0.91 0.933 0.949 0.934 8583686
432 05-05-2021 00:30:00 11097 11057 11175 12 11 13 0.899 0.94 0.949 0.931 8583578
433 05-05-2021 00:00:00 11066 11016 11128 12 11 12 0.913 0.931 0.942 0.929 8583469
434 04-05-2021 23:30:00 11000 10950 11064 13 12 13 0.922 0.942 0.95 0.938 8583358
435 04-05-2021 23:00:00 10924 10873 10984 11 11 11 0.934 0.95 0.957 0.948 8583245
436 04-05-2021 22:30:00 10977 10922 11047 13 12 13 0.914 0.954 0.959 0.943 8583133
437 04-05-2021 22:00:00 10873 10802 10929 13 12 13 0.924 0.939 0.95 0.935 8583015
438 04-05-2021 21:30:00 10965 10884 11045 14 14 15 0.935 0.952 0.95 0.946 8582886
439 04-05-2021 21:00:00 10906 10796 10967 13 12 14 0.915 0.953 0.96 0.941 8582745
440 04-05-2021 20:30:00 10950 10808 10998 12 11 13 0.937 0.956 0.966 0.951 8582631
441 04-05-2021 20:00:00 10981 10792 10996 16 14 16 0.94 0.959 0.976 0.959 8582506
442 04-05-2021 19:30:00 10861 10654 10865 15 13 15 0.932 0.967 0.977 0.962 8582365
443 04-05-2021 19:00:00 10773 10584 10801 18 16 18 0.956 0.968 0.978 0.968 8582225
444 04-05-2021 18:30:00 10757 10595 10799 13 11 14 0.915 0.966 0.966 0.949 8582093