Publications

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Stadler, Michael, Ryan M Firestone, Dimitri Curtil, and Chris Marnay. On-Site Generation Simulation with EnergyPlus for Commercial Buildings. Berkeley: LBNL, 2006. LBNL-60204.
Stadler, Michael, Chris Marnay, Inês Lima Azevedo, Ryoichi Komiyama, and Judy Lai. "The Open Source Stochastic Building Simulation Tool SLBM and Its Capabilities to Capture Uncertainty of Policymaking in the U.S. Building Sector." 32nd IAEE International Conference, Energy, Economy, Environment: The Global View, June 21-24, 2009. Grand Hyatt Hotel, San Francisco, CA, USA: LBNL, 2009. LBNL-1884E.
Siddiqui, Afzal S, and Chris Marnay. Operation of Distributed Generation Under Stochastic Prices. Berkeley: LBNL, 2006. LBNL-59446.
Yang, Yongwen, Weijun Gao, Nan Zhou, and Chris Marnay. "Optimal Combination of Distributed Energy System in an Eco-Campus of Japan." Second International Green Energy Conference, Ontario, Canada, June 25-29, 2006. Ontario, Canada : LBNL, 2006. LBNL-60516.
Siddiqui, Afzal S, Michael Stadler, Chris Marnay, and Judy Lai. "Optimal Control of Distributed Energy Resources and Demand Response under Uncertainty." IAEE’s Rio 2010 International Conference, June 6-9, 2010. Rio De Janeiro, Brazil : LBNL, 2010. LBNL-3828E.
DeForest, Nicholas, Gonçalo Mendes, Michael Stadler, Wei Feng, Judy Lai, and Chris Marnay. "Optimal Deployment of Thermal Energy Storage Under Diverse Economic and Climate Conditions." Applied Energy 119 (2014) 488-496. LBNL-6645E.
Cardoso, Gonçalo, Michael Stadler, Mohammad Bozchalui, Ratnesh Sharma, Chris Marnay, Ana Barbosa-Póvoa, and Paulo Ferrão. "Optimal investment and scheduling of distributed energy resources with uncertainty in electric vehicles driving schedules." Energy (2013). LBNL-6471E.
Yang, Yongwen, Weijun Gao, Yingjun Ruan, Ji Xuan, Nan Zhou, and Chris Marnay. "Optimal Model of Distributed Energy System by Using GAMS and Case Study." International Symposium on Sustainable Development of the Asian City Environment (SDACE) 2005. Xi'an, China : LBNL, 2005. LBNL-61117.
Stadler, Michael, Chris Marnay, Maximillian Kloess, Gonçalo Cardoso, Gonçalo Mendes, Afzal S Siddiqui, Ratnesh Sharma, Olivier Mégel, and Judy Lai. "Optimal Planning and Operation of Smart Grids with Electric Vehicle Interconnection." Journal of Energy Engineering, Special Issue: Challenges and opportunities in the 21st century energy infrastructure 138.2 (2012) 95-108. LBNL-5251E.
Siddiqui, Afzal S, Chris Marnay, Owen C Bailey, and Kristina Hamachi LaCommare. "Optimal selection of on-site power generation with combined heat and power applications." International Journal of Distributed Energy Resources 1.1 (2005) 33-62.
Stadler, Michael, Afzal S Siddiqui, Chris Marnay, Hirohisa Aki, and Judy Lai. "Optimal Technology Investment and Operation in Zero-Net-Energy Buildings with Demand Response." 22nd Annual Western Conference, Advanced Workshop in Regulation and Competition, June 17-19, 2009. Monterey, California : LBNL, 2009.
Marnay, Chris, Giri Venkataramanan, Michael Stadler, Afzal S Siddiqui, Ryan M Firestone, and Bala Chandran. "Optimal Technology Selection and Operation of Commercial- Building Microgrids." (2008) 10. LBNL-63215.
Marnay, Chris, Giri Venkataramanan, Michael Stadler, Afzal S Siddiqui, Ryan M Firestone, and Bala Chandran. "Optimal Technology Selection and Operation of Commercial-Building Microgrids." IEEE Transactions on Power Systems 23.3 (2008) 975-982.
Marnay, Chris, Giri Venkataramanan, Michael Stadler, Afzal S Siddiqui, Ryan M Firestone, and Bala Chandran. "Optimal Technology Selection and Operation of Microgrids in Commerical Buildings." IEEE 2007 Power Engineering Society General Meeting, June 24-28, 2007. Tampa, Florida, 2007.
Marnay, Chris, Giri Venkataramanan, Michael Stadler, Afzal S Siddiqui, Ryan M Firestone, and Bala Chandran. "Optimal Technology Selection and Operation of Microgrids in Commercial Buildings." 31st IAEE International Conference "Bridging Energy Supply and Demand: Logistics, Competition and Environment", June 18-20, 2008. Istanbul, Turkey, 2008.
Zhou, Nan, Chris Marnay, Ryan M Firestone, Weijun Gao, and Masaru Nishida. "An Optimization and Assessment on DG Adoption in Japanese Prototype Buildings." International Symposium on Sustainable Development of the Asian City Environment (SDACE) 2005. Xi'an, China: LBNL, 2005. LBNL-61116.
Marnay, Chris, and Michael Stadler. "Optimizing Building Energy Use: A Systemic Approach." 2008.
Stadler, Michael, Markus Groissböck, Gonçalo Cardoso, and Chris Marnay. "Optimizing Distributed Energy Resources and Building Retrofits with the Strategic DER- CAModel." Applied Energy 132 (2014) 556-567. LBNL-6779E.
Yang, Yongwen, Weijun Gao, Yingjun Ruan, Nan Zhou, Ji Xuan, and Chris Marnay. "Optimum Model-E-GAMS for Distributed Energy System by using GAMS Method." Journal of the Society of Heating Air-Conditioning and Sanitary Engineers of Japan (SHASE) 12 (2005) 4. LBNL-57983.