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Theoretical Background

Parag Rastogi edited this page Jun 4, 2018 · 2 revisions

Uncertainty and Sensitivity Analysis - Background

  • Rastogi, Parag. 2016. “On the Sensitivity of Buildings to Climate: The Interaction of Weather and Building Envelopes in Determining Future Building Energy Consumption.” Chapter 1-2. PhD, Lausanne, Switzerland: Ecole polytechnique fédérale de Lausanne. https://infoscience.epfl.ch/record/220971?ln=en.
  • Rastogi, Parag, and Marilyne Andersen. 2015. “Embedding Stochasticity in Building Simulation Through Synthetic Weather Files.” In Proceedings of BS 2015. Hyderabad, India. http://infoscience.epfl.ch/record/208743.
  • ———. 2016. “Incorporating Climate Change Predictions in the Analysis of Weather-Based Uncertainty.” In Proceedings of SimBuild 2016. Salt Lake City, UT, USA. http://infoscience.epfl.ch/record/208743.
  • Rastogi, Parag, Mohammad Emtiyaz Khan, and Marilyne Andersen. 2017. “Gaussian-Process-Based Emulators for Building Performance Simulation.” In Proceedings of BS 2017. San Francisco, CA, USA: IBPSA.
  • Iaccarino, Gianluca. 2008. “Quantification of Uncertainty in Flow Simulations Using Probabilistic Methods.” presented at the VKI Lecture Series, Stanford University, September. http://web.stanford.edu/group/uq/uq_youq.html.
  • Macdonald, Iain. 2002. “Quantifying the Effects of Uncertainty in Building Simulation.” Doctoral, University of Strathclyde. https://www.strath.ac.uk/media/departments/mechanicalengineering/esru/research/phdmphilprojects/macdonald_thesis.pdf.
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