Publications

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Stadler, Michael, Chris Marnay, Judy Lai, Afzal S Siddiqui, Tanachai Limpaitoon, Trucy Phan, Olivier Mégel, Jessica Chang, and Nicholas DeForest. Storage Viability and Optimization Web Service. Berkeley: LBNL, 2010. LBNL-4014E.
Siddiqui, Afzal S, and Chris Marnay. Operation of Distributed Generation Under Stochastic Prices. Berkeley: LBNL, 2006. LBNL-59446.
Marnay, Chris, Joseph S Chard, Kristina Hamachi LaCommare, Timothy E Lipman, Mithra M Moezzi, Boubékeur Ouaglal, and Afzal S Siddiqui. Modeling of customer adoption of distributed energy resources. Berkeley: LBNL, 2001. LBNL-49582.
Illindala, Mahesh, Afzal S Siddiqui, Giri Venkataramanan, and Chris Marnay. Localized Aggregation of Diverse Energy Sources for Rural Electrification using Microgrids. Berkeley: LBNL, 2006. LBNL-60399.
Siddiqui, Afzal S, and Karl M Maribu. Investment and Upgrade in Distributed Generation under Uncertainty. Berkeley: LBNL, 2008. LBNL-1027E.
Stadler, Michael, Chris Marnay, Judy Lai, Gonçalo Cardoso, Olivier Mégel, and Afzal S Siddiqui. The Influence of a CO2 Pricing Scheme on Distributed Energy Resources in California's Commercial Buildings. Berkeley: LBNL, 2010.
Siddiqui, Afzal S, Anibal T De Almeida, Chris Marnay, and F. Javier Rubio. The Implications of Carbon Taxation on Microgrid Adoption of Small-Scale On-Site Power Generation Using a Multi-Criteria Approach. Berkeley: LBNL, 2001. LBNL-49309.
Siddiqui, Afzal S, Emily S Bartholomew, Chris Marnay, and Shmuel S Oren. On the Efficiency of the New York Independent System Operator Market for Transmission Congestion Contracts. Berkeley: LBNL, 2003. LBNL-52386.
Marnay, Chris, Jennifer L Edwards, Ryan M Firestone, Srijay Ghosh, Afzal S Siddiqui, and Michael Stadler. Effects of a Carbon Tax on Combined Heat and Power Adoption by a Microgrid. Berkeley: LBNL, 2002. LBNL-51771.
Stadler, Michael, Chris Marnay, Afzal S Siddiqui, Judy Lai, Brian E Coffey, and Hirohisa Aki. Effect of Heat and Electricity Storage and Reliability on Microgrid Viability: A Study of Commercial Buildings in California and New York States. Berkeley: LBNL, 2009. LBNL-1334E.
Siddiqui, Afzal S, and Chris Marnay. Distributed Generation Investment by a Microgrid under Uncertainty. Berkeley: LBNL, 2008. LBNL-872E.
Siddiqui, Afzal S, Ryan M Firestone, Srijay Ghosh, Michael Stadler, Jennifer L Edwards, and Chris Marnay. Distributed Energy Resources with Combined Heat and Power Applications. Berkeley: LBNL, 2003. LBNL-52718.
Stadler, Michael, Chris Marnay, Jonathan Donadee, Judy Lai, Olivier Mégel, Prajesh Bhattacharya, and Afzal S Siddiqui. Distributed Energy Resource Optimization Using a Software as Service (SaaS) Approach at the University of California, Davis Campus. Berkeley: Lawrence Berkeley National Laboratory, 2011. LBNL-4285E.
Stadler, Michael, Chris Marnay, Gonçalo Cardoso, Timothy E Lipman, Olivier Mégel, Srirupa Ganguly, Afzal S Siddiqui, and Judy Lai. The CO2 Abatement Potential of California’s Mid-Sized Commercial Buildings. Berkeley: Lawrence Berkeley National Laboratory, 2010. LBNL-3024E.
Marnay, Chris, Afzal S Siddiqui, Jeremy V Guttenplan, and Mark Khavkin. CERTS Database Brochure. Berkeley: LBNL, 2000.
Rubio, F. Javier, Afzal S Siddiqui, Chris Marnay, and Kristina Hamachi LaCommare. CERTS Customer Adoption Model. Berkeley: Lawrence Berkeley National Laboratory, 2001. LBNL-47772.
Edwards, Jennifer L, Chris Marnay, Emily S Bartholomew, Boubékeur Ouaglal, Afzal S Siddiqui, and Kristina Hamachi LaCommare. Assessment of μGrid Distributed Energy Resource Potential Using DER-CAM and GIS. Berkeley: LBNL, 2002. LBNL-50132.
Gómez, Tomás, Chris Marnay, Afzal S Siddiqui, Lucy Liew, and Mark Khavkin. Ancillary Services Markets in California. Berkeley: Lawrence Berkeley National Laboratory, 1999. LBNL-43986.
Marnay, Chris, Michael Stadler, Gonçalo Cardoso, Olivier Mégel, Judy Lai, and Afzal S Siddiqui. The Added Economic and Environmental Value of Solar Thermal Systems in Microgrids with Combined Heat and Power. Berkeley: LBNL, 2009.
Journal Article
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 Commercial- Building Microgrids." (2008) 10. LBNL-63215.
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, 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.
Bartholomew, Emily S, Afzal S Siddiqui, Chris Marnay, and Shmuel S Oren. "The New York Transmission Congestion Contract Market: Is It Truly Working Efficiently?." The Electricity Journal 16.9 (2003) 14-24. LBNL-53220.

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