Publications
] . "Modelica-based Modeling and Simulation to Support Research and Development in Building Energy and Control Systems." Journal of Building Performance Simulation 2.2 (2009) 143-161. LBNL-2740E.
. "Multizone Building Model for Thermal Building Simulation in Modelica." Proc. of the 5th International Modelica Conference 2006: 517-526.
. "OpenBuildingControl: Modeling Feedback Control as a Step Towards Formal Design, Specification, Deployment and Verification of Building Control Sequences." 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. Chicago, IL, 2018.
. "A convergent optimization method using pattern search algorithms with adaptive precision simulation." Building Services Engineering Research and Technology 25.4 (2004) 327-338.
. "Equation-based languages – A new paradigm for building energy modeling, simulation and optimization." Energy and Buildings 117 (2015) 290-300. LBNL-1003383. 
PDF (2.84 MB)
Related Files
PDF (2.84 MB). "A Modelica-Based Model Library for Building Energy and Control Systems." Building Simulation '09. Glasgow, Scotland, 2008.
. "Using SPARK as a Solver for Modelica." SimBuild 2008. Berkeley, CA, USA, 2008.
. "GenOpt - A Generic Optimization Program." . Proc. of the 7th IBPSA Conference 2001: 601-608. LBNL-48371. PDF (129.23 KB)
Related Files
PDF (129.23 KB). "Simulation-Based Building Energy Optimization." University of California, Berkeley, 2004.
. "Building design optimization using a convergent pattern search algorithm with adaptive precision simulations." Energy and Buildings 37.6 (2005) 603-612. LBNL-57341.
. "A Modelica-based model library for building energy and control systems." Proceedings of the 11th IBPSA Conference. Glasgow, Scotland, 2009. 652-659. LBNL-2739E.
. "Modelica Buildings Library." (2015). LBNL-1002944. PDF (934.09 KB)
Related Files
PDF (934.09 KB). "Comparison of a generalized pattern search and a genetic algorithm optimization method." . Proc. of the 8th IBPSA Conference 2003: 1401-1408.
. "Multizone Airflow Model in Modelica." Proc. of the 5th International Modelica Conference 2006: 431-440.
. "Simulation-based building energy optimization." 2004. PDF (1.87 MB)
Related Files
PDF (1.87 MB). "BuildOpt - A new building energy simulation program that is built on smooth models." Building and Environment 40.8 (2005) 1085-1092.
. "Generic Optimization Program User Manual Version 3.0.0." 2009: 380-391. LBNL-2077E.
. GenOpt 2.0.0 - Generic optimization program. 2004. LBNL-54199.
. "A comparison of deterministic and probabilistic optimization algorithms for nonsmooth simulation-based optimization
." Building and Environment 39.8 (2004) 989-999.
. "A convergent optimization method using pattern search algorithms with adaptive precision simulation." . Proceedings of the 8th IBPSA Conference 2003: 1393-1400.
. "Building Design Optimization Using a Convergent Pattern Search Algorithm with Adaptive Precision Simulations." Energy and Buildings 37 (2004) 603-612.
. "A Modular Building Controls Virtual Test Bed for the Integration of Heterogeneous Systems." SimBuild 2008, July 30-August 1. Berkeley, CA, 2008. LBNL-650E. PDF (154.83 KB)
Related Files
PDF (154.83 KB). "Analysis of heating load diversity in German residential districts and implications for the application in district heating systems." Energy and Buildings 139 (2017) 302-313. PDF (2.25 MB)
Related Files
PDF (2.25 MB). "A Case Study Demonstrating the Utility of Inter-Program Comparative Testing for Diagnosing Errors in Building Simulation Programs." eSim 2006 2006.
. "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160 - 170. PDF (1.94 MB)
Related Files
PDF (1.94 MB)