DocumentCode :
2050043
Title :
Storage dispatch optimization for grid-connected combined photovoltaic-battery storage systems
Author :
Nottrott, A. ; Kleissl, J. ; Washom, B.
Author_Institution :
Univ. of California, San Diego, La Jolla, CA, USA
fYear :
2012
fDate :
22-26 July 2012
Firstpage :
1
Lastpage :
7
Abstract :
A linear programming (LP) routine was implemented to optimize the energy storage dispatch schedule for demand charge management in a grid-connected, combined photovoltaic-battery storage system (PV+ system). The LP leverages PV power output and load forecasts to minimize peak loads subject to elementary dynamical and electrical constraints of the PV+ system. We simulated a broad range of PV+ designs (in terms of battery capacity and peak load reduction target) and performed a cost benefit analysis to quantify the net present value (NPV) of the battery storage system. We compared the financial benefits of our optimized energy storage dispatch schedule with a simple off-peak/on-peak, charging/discharging strategy. Significant financial value was attained over the lifetime of the battery by the application of PV power output and load forecasts in the computation of the energy storage dispatch schedule. The NPV of the battery array increased significantly (in the range $200k-$400k for some PV+ configurations) when the storage was operated on the optimized schedule compared to the off-peak/on-peak schedule. These gains were attributed to increased battery lifetime and reduced demand charges under the optimized dispatch schedule.
Keywords :
battery management systems; battery storage plants; costing; energy storage; linear programming; load forecasting; photovoltaic power systems; power generation dispatch; power generation economics; power generation scheduling; power grids; power system management; LP; NPV; PV+ power output system; battery capacity; charging-discharging strategy; cost benefit analysis; demand charge management; electrical constraint; elementary dynamical constraint; energy storage dispatch optimization; energy storage dispatch scheduling; grid-connection; linear programming; load forecasting; net present value; off-peak-on-peak scheduling; peak load minimization; peak load reduction target; photovoltaic-battery storage system; Arrays; Batteries; Load forecasting; Load modeling; Optimization; Schedules; Batteries; Cost benefit analysis; Economics; Energy storage; Forecasting; Optimal scheduling; Photovoltaic systems; Solar power generation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
ISSN :
1944-9925
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
Type :
conf
DOI :
10.1109/PESGM.2012.6344979
Filename :
6344979
Link To Document :
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