Projects per year
Abstract
Dynamic simulation programs for energy modelling have reached a high level of detail and accuracy in representing the main phenomena that determine energy performances of buildings. Many of these programs have been subjected to numerous validation studies which have demonstrated their capability of representing reality adequately if the correct inputs are available. However, that is rarely the case and often many input variables are unknown or subject to high uncertainty making predictions quite different from reality.
To overcome this issue, probabilistic models can be used, in order to learn from field data and use such updated knowledge to improve physical models. This
work proposes a framework to apply such concept and shows some interesting and promising results for two simple preliminary case studies.
To overcome this issue, probabilistic models can be used, in order to learn from field data and use such updated knowledge to improve physical models. This
work proposes a framework to apply such concept and shows some interesting and promising results for two simple preliminary case studies.
Original language | English |
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Number of pages | 8 |
Publication status | Published - 23 Jun 2014 |
Event | 2nd Building Simulation and Optimisation Conference, BSO14 - London, United Kingdom Duration: 23 Jun 2014 → 24 Jun 2014 |
Conference
Conference | 2nd Building Simulation and Optimisation Conference, BSO14 |
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Country/Territory | United Kingdom |
City | London |
Period | 23/06/14 → 24/06/14 |
Keywords
- stochastic analysis
- dynamic simulation
- model calibration
- simulation programs
Fingerprint
Dive into the research topics of 'Coupling stochastic methods and detailed dynamic simulation programs for model calibration: two preliminary case studies'. Together they form a unique fingerprint.Projects
- 2 Finished
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Validation of Dynamic Thermal Simulation Programs with Data from Full-Scale Buildings
Strachan, P.
EPSRC (Engineering and Physical Sciences Research Council)
8/10/12 → 7/09/15
Project: Research
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Development and Testing of Energy Code Compliance Software in the Non-domestic Sector
Strachan, P.
1/03/12 → 31/08/15
Project: Research - Studentship