Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units

An optimal capacity allocation of large-scale wind-photovoltaic- (PV-) battery units was proposed. First, an output power model was established according to meteorological conditions. Then, a wind-PV-battery unit was connected to the power grid as a power-generation unit with a rated capacity under...

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Main Authors: Kehe Wu, Huan Zhou, Jizhen Liu
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:International Journal of Photoenergy
Online Access:http://dx.doi.org/10.1155/2014/539414
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spelling doaj-04a533253286483b98eec117329353c72020-11-24T22:42:31ZengHindawi LimitedInternational Journal of Photoenergy1110-662X1687-529X2014-01-01201410.1155/2014/539414539414Optimal Capacity Allocation of Large-Scale Wind-PV-Battery UnitsKehe Wu0Huan Zhou1Jizhen Liu2State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, ChinaSchool of Control and Computer Engineering, North China Electric Power University, P.O. Box 570, Beijing 102206, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, ChinaAn optimal capacity allocation of large-scale wind-photovoltaic- (PV-) battery units was proposed. First, an output power model was established according to meteorological conditions. Then, a wind-PV-battery unit was connected to the power grid as a power-generation unit with a rated capacity under a fixed coordinated operation strategy. Second, the utilization rate of renewable energy sources and maximum wind-PV complementation was considered and the objective function of full life cycle-net present cost (NPC) was calculated through hybrid iteration/adaptive hybrid genetic algorithm (HIAGA). The optimal capacity ratio among wind generator, PV array, and battery device also was calculated simultaneously. A simulation was conducted based on the wind-PV-battery unit in Zhangbei, China. Results showed that a wind-PV-battery unit could effectively minimize the NPC of power-generation units under a stable grid-connected operation. Finally, the sensitivity analysis of the wind-PV-battery unit demonstrated that the optimization result was closely related to potential wind-solar resources and government support. Regions with rich wind resources and a reasonable government energy policy could improve the economic efficiency of their power-generation units.http://dx.doi.org/10.1155/2014/539414
collection DOAJ
language English
format Article
sources DOAJ
author Kehe Wu
Huan Zhou
Jizhen Liu
spellingShingle Kehe Wu
Huan Zhou
Jizhen Liu
Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
International Journal of Photoenergy
author_facet Kehe Wu
Huan Zhou
Jizhen Liu
author_sort Kehe Wu
title Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
title_short Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
title_full Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
title_fullStr Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
title_full_unstemmed Optimal Capacity Allocation of Large-Scale Wind-PV-Battery Units
title_sort optimal capacity allocation of large-scale wind-pv-battery units
publisher Hindawi Limited
series International Journal of Photoenergy
issn 1110-662X
1687-529X
publishDate 2014-01-01
description An optimal capacity allocation of large-scale wind-photovoltaic- (PV-) battery units was proposed. First, an output power model was established according to meteorological conditions. Then, a wind-PV-battery unit was connected to the power grid as a power-generation unit with a rated capacity under a fixed coordinated operation strategy. Second, the utilization rate of renewable energy sources and maximum wind-PV complementation was considered and the objective function of full life cycle-net present cost (NPC) was calculated through hybrid iteration/adaptive hybrid genetic algorithm (HIAGA). The optimal capacity ratio among wind generator, PV array, and battery device also was calculated simultaneously. A simulation was conducted based on the wind-PV-battery unit in Zhangbei, China. Results showed that a wind-PV-battery unit could effectively minimize the NPC of power-generation units under a stable grid-connected operation. Finally, the sensitivity analysis of the wind-PV-battery unit demonstrated that the optimization result was closely related to potential wind-solar resources and government support. Regions with rich wind resources and a reasonable government energy policy could improve the economic efficiency of their power-generation units.
url http://dx.doi.org/10.1155/2014/539414
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AT huanzhou optimalcapacityallocationoflargescalewindpvbatteryunits
AT jizhenliu optimalcapacityallocationoflargescalewindpvbatteryunits
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