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Project co-funded by the European Commission in the H2020 Programme.
Project co-funded by the European Commission in the H2020 Programme.
Bottom-up design of a smart neighborhood
An energy simulation approach
Project co-funded by the European Commission in the H2020 Programme.
• Introduction
• What is BIM?
• Energy simulation model architecture
• REnnovates work-flow
• Live demo
Agenda / content
Project co-funded by the European Commission in the H2020 Programme.
• Jan Diriken
• Researcher in VITO/EnergyVille
• Thermal (Storage) Systems
– Model development
– Applications
– Active and passive use
• Jan.Diriken@vito.be
Introduction
Project co-funded by the European Commission in the H2020 Programme.
What is BIM?
• Transition towards digital, intelligent models of
new or existing buildings
• “Higher” dimensions like planning (4D), cost
(5D)
• Extensive amount of information included
• Materials used
• Costs
• …
• Allows for easy information exchange (e.g. IFC)
REnnovates: use information in BIM to directly
perform building energy simulations
Project co-funded by the European Commission in the H2020 Programme.
• REnnovates concept recap
– Additional insulative layers
– Local PV production
– Electrification of energy supply
system
– Smart control
Why performing building energy simulations
Question: what are the consequences of
certain design choices?
Project co-funded by the European Commission in the H2020 Programme.
Buildinglevel
• Energy (or electricity)
demand
• PV production
• Net-zero rating
• Potential user comfort issues
• EnergyModule specifications
• Associated costs
Neighborhoodlevel
• Power flows in the local
distribution grid
• Impact of smart control
(simultaneity factor)
• Are grid enforcements
required?
• Business model validation
Consequences of REnnovates concept
Project co-funded by the European Commission in the H2020 Programme.
• Created using components from
the open-source IDEAS library
(Modelica)
• Building topology and material
properties obtained from BIM
models using IFC2x3 export
standard
• Modular approach (building,
EnergyModule, ventilation and
stochastic user behavior
• Semi-automatic procedure
• Standard rule-based control
Building energy simulation models
Project co-funded by the European Commission in the H2020 Programme.
The REnnovates simulation work-flow
BIM design phase Building simulation model
IFC
Analysis on building level
Detailed model
KPI estimation
-User comfort
-Energy needs
-Energy efficiency
-…
Analysis on district level
Simplified model
Generation of power
profiles at different nodes
Various user profiles
District LoadFlow Impact on local distribution grid
Business Modeling Tool
Project co-funded by the European Commission in the H2020 Programme.
Building Energy Simulation Architecture
Question: How can we make a “slow” model “faster”?
Background information
Time to simulate 1 year in detail
on high-end PC: 3 hours 45 minutes
Project co-funded by the European Commission in the H2020 Programme.
How to make models fast?
Zone aggregation HP abstraction
Realistic
•Performance map
•Central thermostat
•Radiator
behaviour
Ideal
•Fixed COP
•Zone heating
demand
Ventilation model
Air flows from dry
to wet zones
Each zone has an inlet
and exhaust
Full reduction applied: only 40 seconds needed
Project co-funded by the European Commission in the H2020 Programme.
0
200
400
600
800
1000
1200
Livingroom
Kitchen
Toilet/Hall
Bathroom
Bedroom1
Bedroom2
Bedroom3
Attic
1st floor 2nd floor 3rd floor
Time[hrs]
Overheating: zone aggregation
8 Zones 3 Zones 1 Zone 1 Zone 4Cap 1 Zone 2Cap
Is fast also precise?
0
500
1000
1500
2000
2500
3000
Electricconsumption[kWh]
HP Electric consumption
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
Livingroom
Kitchen
Toilet/Hall
Bathroom
Bedroom1
Bedroom2
Bedroom3
Attic
1st floor 2nd floor 3rd floorTemperature[C]
Set-point deviation - winter - realistic HP
8 Zones 3 Zones 1 Zone 1 Zone 4Cap 1 Zone 2Cap
Answer: depends on the KPI under consideration!
Project co-funded by the European Commission in the H2020 Programme.
What about accuracy?
0
5
10
15
20
25
30
35
305 325 345 365 385
HPElectricalconsumption[kWh]
Day number
Site 1
Simulation Field data
15
17
19
21
23
25
27
29
10300000 11300000 12300000 13300000 14300000 15300000
Livingroomtemperature
Time [sec]
Simulation Data
Project co-funded by the European Commission in the H2020 Programme.
Demonstration
Time for a live demo!
Project co-funded by the European Commission in the H2020 Programme.
Towards a smart neighborhood
Layer Thickness K-value Heat capacity Density
Steenstrip 4 mm 1,7 860 1200
Glue 2 mm 1 860 1833
Fermacell 13 mm 0,73 860 977
Softwood 26 mm 0,13 860 122
Naturoll 184 mm 0,032 860 26
Brick 100 mm 0,41 860 1810
Limestone 110 mm 0,86 860 1397
Stucol 10 mm 0,67 860 1074
Basic roof 25 mm 0,14 860 1200
BAM roof 263 mm 0,13 860 216
Project co-funded by the European Commission in the H2020 Programme.
Towards a smart neighborhood
• Only for domestic hot water production, Soest district (88 houses)
• Smart control lowers power consumption simultaneity
• Over-voltage remains problematic due to high amount of PV installed
• Conclusion: grid reinforcement are needed and … was done by Stedin!
Bottom-up design of a smart neighborhood: an energy simulation approach

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Bottom-up design of a smart neighborhood: an energy simulation approach

  • 1. Project co-funded by the European Commission in the H2020 Programme.
  • 2. Project co-funded by the European Commission in the H2020 Programme. Bottom-up design of a smart neighborhood An energy simulation approach
  • 3. Project co-funded by the European Commission in the H2020 Programme. • Introduction • What is BIM? • Energy simulation model architecture • REnnovates work-flow • Live demo Agenda / content
  • 4. Project co-funded by the European Commission in the H2020 Programme. • Jan Diriken • Researcher in VITO/EnergyVille • Thermal (Storage) Systems – Model development – Applications – Active and passive use • Jan.Diriken@vito.be Introduction
  • 5. Project co-funded by the European Commission in the H2020 Programme. What is BIM? • Transition towards digital, intelligent models of new or existing buildings • “Higher” dimensions like planning (4D), cost (5D) • Extensive amount of information included • Materials used • Costs • … • Allows for easy information exchange (e.g. IFC) REnnovates: use information in BIM to directly perform building energy simulations
  • 6. Project co-funded by the European Commission in the H2020 Programme. • REnnovates concept recap – Additional insulative layers – Local PV production – Electrification of energy supply system – Smart control Why performing building energy simulations Question: what are the consequences of certain design choices?
  • 7. Project co-funded by the European Commission in the H2020 Programme. Buildinglevel • Energy (or electricity) demand • PV production • Net-zero rating • Potential user comfort issues • EnergyModule specifications • Associated costs Neighborhoodlevel • Power flows in the local distribution grid • Impact of smart control (simultaneity factor) • Are grid enforcements required? • Business model validation Consequences of REnnovates concept
  • 8. Project co-funded by the European Commission in the H2020 Programme. • Created using components from the open-source IDEAS library (Modelica) • Building topology and material properties obtained from BIM models using IFC2x3 export standard • Modular approach (building, EnergyModule, ventilation and stochastic user behavior • Semi-automatic procedure • Standard rule-based control Building energy simulation models
  • 9. Project co-funded by the European Commission in the H2020 Programme. The REnnovates simulation work-flow BIM design phase Building simulation model IFC Analysis on building level Detailed model KPI estimation -User comfort -Energy needs -Energy efficiency -… Analysis on district level Simplified model Generation of power profiles at different nodes Various user profiles District LoadFlow Impact on local distribution grid Business Modeling Tool
  • 10. Project co-funded by the European Commission in the H2020 Programme. Building Energy Simulation Architecture Question: How can we make a “slow” model “faster”? Background information Time to simulate 1 year in detail on high-end PC: 3 hours 45 minutes
  • 11. Project co-funded by the European Commission in the H2020 Programme. How to make models fast? Zone aggregation HP abstraction Realistic •Performance map •Central thermostat •Radiator behaviour Ideal •Fixed COP •Zone heating demand Ventilation model Air flows from dry to wet zones Each zone has an inlet and exhaust Full reduction applied: only 40 seconds needed
  • 12. Project co-funded by the European Commission in the H2020 Programme. 0 200 400 600 800 1000 1200 Livingroom Kitchen Toilet/Hall Bathroom Bedroom1 Bedroom2 Bedroom3 Attic 1st floor 2nd floor 3rd floor Time[hrs] Overheating: zone aggregation 8 Zones 3 Zones 1 Zone 1 Zone 4Cap 1 Zone 2Cap Is fast also precise? 0 500 1000 1500 2000 2500 3000 Electricconsumption[kWh] HP Electric consumption 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 Livingroom Kitchen Toilet/Hall Bathroom Bedroom1 Bedroom2 Bedroom3 Attic 1st floor 2nd floor 3rd floorTemperature[C] Set-point deviation - winter - realistic HP 8 Zones 3 Zones 1 Zone 1 Zone 4Cap 1 Zone 2Cap Answer: depends on the KPI under consideration!
  • 13. Project co-funded by the European Commission in the H2020 Programme. What about accuracy? 0 5 10 15 20 25 30 35 305 325 345 365 385 HPElectricalconsumption[kWh] Day number Site 1 Simulation Field data 15 17 19 21 23 25 27 29 10300000 11300000 12300000 13300000 14300000 15300000 Livingroomtemperature Time [sec] Simulation Data
  • 14. Project co-funded by the European Commission in the H2020 Programme. Demonstration Time for a live demo!
  • 15. Project co-funded by the European Commission in the H2020 Programme. Towards a smart neighborhood Layer Thickness K-value Heat capacity Density Steenstrip 4 mm 1,7 860 1200 Glue 2 mm 1 860 1833 Fermacell 13 mm 0,73 860 977 Softwood 26 mm 0,13 860 122 Naturoll 184 mm 0,032 860 26 Brick 100 mm 0,41 860 1810 Limestone 110 mm 0,86 860 1397 Stucol 10 mm 0,67 860 1074 Basic roof 25 mm 0,14 860 1200 BAM roof 263 mm 0,13 860 216
  • 16. Project co-funded by the European Commission in the H2020 Programme. Towards a smart neighborhood • Only for domestic hot water production, Soest district (88 houses) • Smart control lowers power consumption simultaneity • Over-voltage remains problematic due to high amount of PV installed • Conclusion: grid reinforcement are needed and … was done by Stedin!