Beyond price taker: Conceptual design and optimization of integrated energy systems using machine learning market surrogates
Jordan Jalving, Jaffer Ghouse, Nicole Cortés, Xian Gao, Bernard Knueven, Damian T. Agi, Shawn Martin, Xinhe Chen, Darice Guittet, Radhakrishna Tumbalam Gooty, Ludovico Bianchi, K. Beattie, Dan Gunter, John D. Siirola, David C. Miller, Alexander W. Dowling
Topics & Concepts
Flexibility (engineering)Electricity marketComputer scienceDispatchable generationRevenueElectricityGridRenewable energyEnergy marketReliability (semiconductor)Reliability engineeringIndustrial engineeringMathematical optimizationOperations researchEconomicsEngineeringDistributed generationPower (physics)Quantum mechanicsElectrical engineeringGeometryPhysicsAccountingMathematicsManagementIntegrated Energy Systems OptimizationElectric Power System OptimizationSmart Grid Energy Management