2007 · 17 citations · 9 references
ManagementIndustrial EngineeringDemand ForecastingEnergy ManagementEnergy SystemsDistributed Energy ResourcesLoad ForecastingMicrogridsPower System StabilitySmart Grid SystemsSmart GridsDistributed Energy Resources IntegrationFuzzy Control SystemsFuzzy Inference SystemsMicrogrid OperationMicrogrid OptimizationNeural Network ControlUnit CommitmentUnit Commitment Control
A microgrid supply/demand control system is proposed. In this control system, operation planning is realized based on generation and load forecasting by using artificial neural network and fuzzy systems. Unit commitment of generation includes start/stop of power generation and energy storage. Load following function is accomplished based on PI control scheme. To compensate for the power fluctuation in microgrid, power system stabilizer with EDLC is proposed.
9
Real-World MicroGrids-An Overview
Mike Barnes, Junji Kondoh, Hiroshi Asano et al. · 2007 · 361 citations · Full text
Engineering, Electrical Engineering, Distributed Systems +16
One-hour-ahead load forecasting using neural network
Tomonobu Senjyu, H. Takara, K. Uezato et al. · IEEE Transactions on Power Systems · 2002 · 303 citations
One-Hour-Ahead Load Forecasting Using Neural Networks
Tomonobu Senjyu, H. Takara, K. Uezato et al. · IEEE Power Engineering Review · 2002 · 274 citations