2012 · 14 citations · 5 references
AgricultureEnvironmental ManagementWater Resources ManagementEnergy ManagementRenewable Energy SystemsWater Resources PlanningElectricity Load ManagementEnergy Demand ForecastingEnergy Management SystemsRenewable EnergySolar Energy SystemsSolar Photovoltaic SystemsEfficient Resource UseHot Water Demand AnalysisPhotovoltaic System OptimizationPhotovoltaic System SimulationPhotovoltaic Thermal SystemsPower Flow AnalysisSolar Photovoltaic Power SystemsWater Demand Forecasting
We have developed an optimal management planning method for the efficient use of a photovoltaic generation system with heat pump water heater and battery storage. This plan can prevent shortage of hot water while minimizing the cost and maximizing customer convenience and can deal with multiple scenarios corresponding to uncertainties in forecasting PV output, hot water and electricity demand. A simulation was performed to analyze daily operation with the proposed planning method in terms of year-round hot water demand, electricity demand, and PV output. An experiment was also conducted using the heat pump water heater to demonstrate the proposed method.
5
Genetic algorithm methodology applied to intelligent house control
Filipe Fernandes, Tiago Sousa, Marco Silva et al. · 2011 · 50 citations
Management, Computational Engineering, Energy Management +16
Taisuke Masuta, Koichiro Shimizu, Akihiko Yokoyama · IEEJ Transactions on Power and Energy · 2012 · 29 citations
Engineering, Electrical Engineering, Electric Vehicle Engineering +13