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Battery Storage Formulation And Impact On Day Ahead Security Constrained Unit Commitment
Midcontinent Independent System Operator, Inc. - Carmel IN
International Classification:
H02J 3/32 H02J 13/00
Abstract:
A method, system and computer-readable medium of directed towards improving battery storage is provided. In some embodiments, battery storage formulations are provided and an impact of the constraints on the computational performance of security constrained unit commitment (SCUC) is determined. For example, binary variables may be generally required due to mutual exclusiveness of charging and discharging modes. In some embodiments, valid inequalities may be used to improve state of charge (SOC) constraints. Adding batteries to the Regional Transmission Organizations (RTOs)/Independent System Operators (ISOs) day ahead market clearing cases may reveal an impact of binary variables and the valid inequalities on SCUC solving time. Warm start and lazy constraint techniques may be applied to improve the performance and make the valid inequalities more effective, reducing computation time to acceptable levels for implementation.
Isbn (Books And Publications)
Applied Optimization: Formulation And Algorithms For Engineering Systems
The University of Texas at Austin
Professor
Worcester Polytechnic Institute Mar 1992 - Dec 1993
Assistant Professor
Lawrence Berkeley National Laboratory 1991 - 1992
Postdoctoral Fellow
Education:
University of Sydney 2015 - 2015
Bachelor of Engineering, Bachelors
University of California, Berkeley 1986 - 1990
Doctorates, Doctor of Philosophy
University of Sydney 1980 - 1984
Bachelor of Engineering, Bachelors, Bachelor of Science, Electrical Engineering, Mathematics, Physics
Skills:
Power Systems Renewable Energy Matlab Simulations Energy Policy Energy Mathematical Modeling Research Smart Grid Statistics Simulink Optimization Signal Processing Electrical Engineering Algorithms Latex Economics Monte Carlo Simulation Mathematica Energy Efficiency Physics Modeling University Teaching Electricity Markets Labview Artificial Intelligence Pattern Recognition Energy Management Policy Applied Mathematics Sustainable Energy Wind Solar Energy Theory Microeconomics Alternative Energy Public Policy Sustainability
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