NDLI: Optimal sizing of a wind/solar/battery/diesel hybrid microgrid based on typical scenarios considering meteorological variability

Content Provider	IET Digital Library
Author	Yang, Dongfeng Jiang, Chao Cai, Guowei Huang, Nantian
Abstract	Microgrid systems, such as solar photovoltaic (PV) and wind turbine (WT), integrated with diesel generator can provide adequate energy to supply increased demands and are economically feasible for current and future use considering depletion of conventional sources. It is, thus, important to determine the appropriate sizes of PV, WT, diesel generator, and associated energy storage system (ESS) for efficient, economic, and reliable operation of electric power system in microgrid. Stochastic nature of intermittent renewable energy (RE) resources complicate their planning, integration, and operation of electric power system. Therefore, it is critical to generate typical scenarios of wind speed, irradiation, and load time series to reflect their stochastic characteristic for microgrid system planning and operation. In this study, a wind-irradiation-load typical scenarios generation method is proposed for optimal sizing RE resources of microgrid. The teaching-learning-based optimisation (TLBO) method is used to find the best configuration of the microgrid system. Simulation results show that scenarios generated by the proposed model have ability to approximate the original scenarios and reduce planning data effectively.
Starting Page	1446
Ending Page	1455
Page Count	10
ISSN	17521416
Volume Number	13
e-ISSN	17521424
Issue Number	Issue 9, Jul (2019)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rpg/13/9
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2018.5944
Journal	IET Renewable Power Generation
Publisher Date	2019-03-12
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Adequate Energy Approximate The Original Scenarios Associated Energy Storage System Battery Storage Plants Conventional Sources Diesel Generator Diesel Power Stations And Plants Diesel-electric Generators Diesel-electric Power Stations Distributed Power Generation Economic Operation Efficient Operation Electric Power System ESS Hybrid Power System Increased Demands Intermittent Renewable Energy Load Time Series Meteorological Variability Microgrid System Planning Optimal Sizing Optimisation Optimisation Technique Other Power Stations And Plant Photovoltaic Power System Power System Economics Power System Managemen Power System Operation Reliable Operation Renewable Energy Source Solar Power Stations Statistics Stochastic Characteristic Stochastic Nature Teaching-learning-based Optimisation Method Time Series TLBO Method Wind Power Plant Wind Speed Wind Turbine Wind-irradiation-load Typical Scenario Generation Method Wind/solar/battery/diesel Hybrid Microgrid
Content Type	Text
Resource Type	Article
Subject	Renewable Energy, Sustainability and the Environment

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