Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid

Reliability is of critical importance for the microgrid (MG) and deserved more attention. Aiming at photovoltaics (PV) and energy storage system (ESS) based MG, the microturbine (MT), PV, ESS and comprehensive load (CL) which is composed of hourly time-varying component, stochastic component, and co...

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Main Authors: Xiaotong Song, Yuxin Zhao, Jinghua Zhou, Zhipeng Weng
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8813019/
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spelling doaj-23907cacd79142bf96d400693acda6492021-03-30T00:02:24ZengIEEEIEEE Access2169-35362019-01-01712087212088310.1109/ACCESS.2019.29376238813019Reliability Varying Characteristics of PV-ESS-Based Standalone MicrogridXiaotong Song0https://orcid.org/0000-0001-8680-1068Yuxin Zhao1Jinghua Zhou2Zhipeng Weng3School of Electrical and Control Engineering, North China University of Technology, Beijing, ChinaSchool of Electrical and Control Engineering, North China University of Technology, Beijing, ChinaSchool of Electrical and Control Engineering, North China University of Technology, Beijing, ChinaSchool of Electrical and Control Engineering, North China University of Technology, Beijing, ChinaReliability is of critical importance for the microgrid (MG) and deserved more attention. Aiming at photovoltaics (PV) and energy storage system (ESS) based MG, the microturbine (MT), PV, ESS and comprehensive load (CL) which is composed of hourly time-varying component, stochastic component, and controllable component, are chronologically modeled and combined with model of load shedding minimization and sequential Monte Carlo (SMC) simulation algorithm. Then, the reliability assessment framework is developed and employed in the comprehensive case studies. Firstly, varying characteristics of reliability indices, including loss of load probability (LOLP), average service availability index (ASAI), system average interruption duration index (SAIDI), system average interruption frequency index (SAIFI) and customer average interruption duration index (CAIDI), over PV penetration are investigated, and the surge effect of SAIFI (SE-SAIFI) is especially put forward and studied, followed by the principle of PV capacity decision considering SE-SAIFI. Secondly, the clear pictures of reliability profiles over ESS sizes are depicted and analyzed, following with a novel method to reasonably decide ESS sizes based on the definition of expected hourly redundant power (EHRP). At last, reliability indices of multiple scenarios with different percentages of controllable load are calculated and the benefits of load management are analyzed in the viewpoint of reliability of standalone MG. Results of the case studies also confirm the necessities of reliability assessment during the MG planning and size optimization, and the validity of the methodologies developed in this work.https://ieeexplore.ieee.org/document/8813019/Standalone microgridenergy storage systemsequential Monte Carlo simulationreliability varying characteristics
collection DOAJ
language English
format Article
sources DOAJ
author Xiaotong Song
Yuxin Zhao
Jinghua Zhou
Zhipeng Weng
spellingShingle Xiaotong Song
Yuxin Zhao
Jinghua Zhou
Zhipeng Weng
Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
IEEE Access
Standalone microgrid
energy storage system
sequential Monte Carlo simulation
reliability varying characteristics
author_facet Xiaotong Song
Yuxin Zhao
Jinghua Zhou
Zhipeng Weng
author_sort Xiaotong Song
title Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
title_short Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
title_full Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
title_fullStr Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
title_full_unstemmed Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid
title_sort reliability varying characteristics of pv-ess-based standalone microgrid
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Reliability is of critical importance for the microgrid (MG) and deserved more attention. Aiming at photovoltaics (PV) and energy storage system (ESS) based MG, the microturbine (MT), PV, ESS and comprehensive load (CL) which is composed of hourly time-varying component, stochastic component, and controllable component, are chronologically modeled and combined with model of load shedding minimization and sequential Monte Carlo (SMC) simulation algorithm. Then, the reliability assessment framework is developed and employed in the comprehensive case studies. Firstly, varying characteristics of reliability indices, including loss of load probability (LOLP), average service availability index (ASAI), system average interruption duration index (SAIDI), system average interruption frequency index (SAIFI) and customer average interruption duration index (CAIDI), over PV penetration are investigated, and the surge effect of SAIFI (SE-SAIFI) is especially put forward and studied, followed by the principle of PV capacity decision considering SE-SAIFI. Secondly, the clear pictures of reliability profiles over ESS sizes are depicted and analyzed, following with a novel method to reasonably decide ESS sizes based on the definition of expected hourly redundant power (EHRP). At last, reliability indices of multiple scenarios with different percentages of controllable load are calculated and the benefits of load management are analyzed in the viewpoint of reliability of standalone MG. Results of the case studies also confirm the necessities of reliability assessment during the MG planning and size optimization, and the validity of the methodologies developed in this work.
topic Standalone microgrid
energy storage system
sequential Monte Carlo simulation
reliability varying characteristics
url https://ieeexplore.ieee.org/document/8813019/
work_keys_str_mv AT xiaotongsong reliabilityvaryingcharacteristicsofpvessbasedstandalonemicrogrid
AT yuxinzhao reliabilityvaryingcharacteristicsofpvessbasedstandalonemicrogrid
AT jinghuazhou reliabilityvaryingcharacteristicsofpvessbasedstandalonemicrogrid
AT zhipengweng reliabilityvaryingcharacteristicsofpvessbasedstandalonemicrogrid
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