CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
Lebd crit 1 (final version)
1. Low Energy Building Design
Crit 1 – Group G
Mandy Wardrop | Nichola Murray | ChristopherWeir | Callum Maloney | Jonathan Donnard | Martin Choné
2. Crit 1
In today’s presentation we will cover:
Key activities
Project management
Research
Initial ideas
3. KeyActivities
Over the course of this semester we will develop a low energy data
centre for a major computing company by:
Meeting twice weekly to discuss project and update team
members on work done
Researching the site, climate and local resources available
Creating a concept design – an example of sustainable
architecture with efficient technical sub-systems
Undertaking performance and cost appraisals for our concept
Generate a web site to convey our work
4. Project
Management
Week 1-3
• Organise group
• Begin research of data centre use, data centre design criteria and the local area
• Prepare for Week 3 crit
Week 3-4
• Decide which team members will take responsibility for each relevant technical sub-system
• Research web site design
• Finalise sizing of data centre
Week 5-6
• Begin to generate web site
• Consider and create sustainable design for technical sub-systems
• Prepare for Week 6 crit
Week 7-8
• Undertake performance and cost appraisals for proposed design
• Prepare for Week 9 crit
Week 9-10
• Finalise design of data centre
Week 11-12
• Finish web site design
• Prepare for final crit
5. Research
SiteAssessment
Situated in the small village of Allandale , the site is located between two rail tracks
with close proximity to the M8O motorway.
The site occupies an area of around 6O,OOOm2 and was previously used as
Castlecary Brickworks until it closed in 198O.
Site is centrally located and therefore should make use of local materials available.
8. Research
Climate
0
5
10
15
20
25
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Temperature(°C)
Average Temperature Profile
Average Low Temp Average High Temp
Average temperature ranges from 1 - 19°C
Excessive heat loss for part the year
Overheating for part of the year
9. Research
Climate
Fairly constant levels of rainfall throughout the year
From SEPA flood maps – Medium chance of surface water flooding
associated with heavy downpours of rain
Possibility to utilise rainwater in the building design
10. Research
Climate
0
50
100
150
200
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
41
68
98
132
176
155 155 147
114
83
54
33
Sunshine(hours)
Daylight Profile
Yearly total of 1256 hours
High levels during the summer and significantly lower during the
winter
Large site so PV may be an option
11. Research
Climate
Wind speed
25.2 m/s (fundamental basic wind speed from Tedds)
Prevailing winds from the South West
Wind speed is reasonable consistent throughout the year
Atmospheric Pollution
Low – Moderate levels of pollution
Site may be affected by pollutants from the motorway and
industry in nearby towns
May cause some building materials to deteriorate
14. Research
CaseStudy
Equidix Data Centre – München,Germany
Areas :
Gross 5000m²
Computer room : 3200m² with 1000 cabinet
Power areas:
4 x power transformers at 1600 kVA
4 x diesel engines, generating a total output of 6400W
Cabinets
Raised Floor : 400-500mm
Lighting : 300lux
Security
15. Research
CaseStudy
Equidix Data Centre – München,Germany
Areas :
Gross 5000m²
Computer room : 3200m² with 1000 cabinet
Power areas:
4 x power transformer at 1600 kVA
4 x diesel engines at 6400W
Cooling system
Security
Offices
Loading dock
Car park
16. Initial Ideas
Considerations
We will appraise our options and make final decisions regarding our
design by considering the following:
Energy consumption and the impact of demand reduction
measures
The role of embedded new and renewable energy supply
technologies
The environmental performance of the design
The environmental impacts of the embodied and operational
energy
17. Initial Ideas
Buildingdesign
A data centre has strict operating conditions:
Running temperature should be between 40% and 60%
Light levels in the equipment rooms and office spaces should be
between 300 and 500 lux
Room acoustics should be considered to maximise the occupants
comfort
19. Initial Ideas
Technicalsub-systems
CoolingSystem
Factors to consider:
Ambient temperature v ideal temperature inside data centre
Relative humidity – prevent moisture forming
Prevent dust from entering cooling system/IT equipment
Cost
Environmentally friendly
Energy efficiency
Potential option to expand
20. Initial Ideas
Technicalsub-systems
Cooling specifications to meet:
Building needs to be continuously cooled to prevent IT equipment
overheating and failing
Needs to be at a suitable temperature for both computing equipment and
staff
Cooling demands should be minimised and passive cooling should be used
where possible
High
priority
Low
priority
22. Initial Ideas
Renewables
EnergySupply
Energy specifications to meet:
Should employ demand management
Minimise reliance on grid electricity
Maximise the quantity of energy supplied from local sources
Showcase for multiple renewable energy technologies;
High priority
Low priority
23. Initial Ideas
Renewables
Could use energy generated fromTodhill wind farm
roughly 6.5 miles away and has an annual energy
production of 26.29 GWh
24. Initial Ideas
Renewables
CHP – can control energy costs while improving reliability of power for
data centres
Could provide air conditioning as well as electricity for IT equipment
Would reduce emissions, includingCO2, SO2 and NOX.
Solar PV – large site area so solar panels could be used on excess land
Would only provide a small contribution in winter months
Relatively expensive initial costs
For our project we will source local climate data and then assess
supply/demand match to determine feasibility
25. Next steps
Our plan for the next 3 weeks is to:
Decide which team members will take responsibility for each
relevant technical sub-system
Research web site design and begin to generate our site
Finalise sizing of data centre
Consider and create sustainable design for the energy systems
Prepare for theWeek 6 crit
Notas del editor
More cooling might be required in summer months compared with winter if the ambient temperature increases the temperature inside data centre
Moisture forming could damage IT equipment
Dust could not only damage IT equipment/cooling system, but also reduce the overall energy efficiency of the data centre
Cost – should be economical to install and maintain
Environmentally friendly – not use refrigerants, low carbon emissions etc. in cooling system
Energy efficiency – The energy demand of the data centre is already very large (5MW) so cooling system should require as energy efficient as possible
Picture – Computer Room Air Conditioning unit. From a company which specialises in data centre cooling systems
This requires a robust, dependable cooling system which shouldn’t need extensive maintenance.
The electricity required to cool data centres can be as much as 40% of the overall consumed power so it should ideally require as low a demand as possible.
Top graphic illustrates how water could be used in a heat exchanger system to cool the data centre. The site is closed to Forth and Clyde Canal
Bottom 2 graphics: these are types of absorption cooling systems which utilise the heat from the IT equipment to provide the energy required to drive the cooling system, rather than using electricity from the grid.
This could decrease the risk of power outages and reduce the reliance on grid electricity.