IEEE Transactions on Sustainable Energy · 2017 · 140 citations · 21 references
EngineeringDecision SciencesDemand ForecastingEnergy SystemsSchedulingElectricity Load ManagementEnergy Demand ForecastingEnergy StorageEnergy System ModelingLoad ForecastingScheduling TheoryDispatch ModelingEnergy Storage SchedulingForecasting Natural Gas DemandGas StorageOptimal DispatchOptimal Energy SchedulingPower-to-gas ConversionStorage
Power-to-gas (PtG) energy storage converts electricity to hydrogen or synthetic natural gas. The gas produced is stored and converted back to electricity at a later time; or it is directly used to supply a gas load and/or sell in the gas market. In the first case, due to double energy conversion in a relatively less efficient process, a large portion of the energy is wasted. The latter case is examined in this paper, where PtG storage is optimally scheduled to convert waste/inexpensive electricity to synthetic natural gas for some useful operations at appropriate time periods. To that end, a new model is proposed for optimal day-ahead scheduling of PtG storage and gas load management in electricity and gas markets to minimize the cost of gas consumption for the gas load. A gas demand forecasting algorithm is integrated into the scheduling model. Reserve provision is formulated as part of the optimization problem to optimally manage the gas load in case of an outage in the gas grid. The application of the proposed model to a test case is examined, and the results are studied.
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Stephen Clegg, Pierluigi Mancarella · IEEE Transactions on Sustainable Energy · 2015 · 539 citations · Full text
Engineering, Electrical Engineering, Environmental Engineering +17