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...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2019-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8813019/ |
id |
doaj-23907cacd79142bf96d400693acda649 |
---|---|
record_format |
Article |
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 |
_version_ |
1724188629042987008 |