Reliability importance of renewable energy sources to overall generating systems

Over the years, probabilistic nature of renewable energy sources (RES) and its influence on power system adequacy have been well studied. However, rather less attention has been paid to the impact of RES unit itself’s and its power conversion system’s (PCS’) reliability, as well as their various con...

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Main Authors: Niu, Ming, Xu, Ning Zhou, Kong, Xin, Ngin, Hoon Tong, Ge, Yang Yang, Liu, Jing Song, Liu, Yi Tao
Other Authors: Experimental Power Grid Centre
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/146653
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1466532022-07-22T06:41:26Z Reliability importance of renewable energy sources to overall generating systems Niu, Ming Xu, Ning Zhou Kong, Xin Ngin, Hoon Tong Ge, Yang Yang Liu, Jing Song Liu, Yi Tao Experimental Power Grid Centre Energy Research Institute @ NTU (ERI@N) Engineering::Environmental engineering Component Importance Converters Over the years, probabilistic nature of renewable energy sources (RES) and its influence on power system adequacy have been well studied. However, rather less attention has been paid to the impact of RES unit itself’s and its power conversion system’s (PCS’) reliability, as well as their various connection topologies. This paper devises a comprehensive sensitivity study on how each of these elements can affect overall generating system reliability. given the plethora of RES configurations and components, it is of import to identify the most vulnerable element in RES. In this work, component importance is extended, for the first time, to generating capacity adequacy assessment (HLI). Measurement index is the centerpiece in reliability importance. New indices have to be introduced to facilitate the study. While the physical meaning of previously developed indices is lost, in this study indices are proposed based on traditional importance measures, of which the physical meaning are strictly retained and consistent with the definitions. With the proposed assessment technique, components in various RES configuration can be ranked according to their reliability importance. It is found in the numerical study that different importance measures (such as risk-achievement based measures and risk-reduction based measures) can result in different rankings. Studies on contributing factors of the reliability importance are also performed. As more and more RES gaining foothold in generating systems, the proposed technique assist to achieve targeted reliability level of the system, by easily identifying and prioritizing reliability improvement tasks among various units/components in the increasing complex system. Energy Market Authority (EMA) National Research Foundation (NRF) Published version This work was supported in part by the Energy Market Authority and National Research Foundation Singapore underGrant NRF2017EWT-EP003-038, and in part by the National Key Research and Development Program of China underGrant 2019YFB1505400. 2021-03-04T05:54:09Z 2021-03-04T05:54:09Z 2021 Journal Article Niu, M., Xu, N. Z., Kong, X., Ngin, H. T., Ge, Y. Y., Liu, J. S., & Liu, Y. T. (2021). Reliability importance of renewable energy sources to overall generating systems. IEEE Access, 9, 20450-20459. doi:10.1109/ACCESS.2021.3055354 2169-3536 https://hdl.handle.net/10356/146653 10.1109/ACCESS.2021.3055354 2-s2.0-85100464575 9 20450 20459 en NRF2017EWT-EP003-038 IEEE Access © 2021 IEEE. This journal is 100% open access, which means that all content is freely available without charge to users or their institutions. All articles accepted after 12 June 2019 are published under a CC BY 4.0 license, and the author retains copyright. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles, or use them for any other lawful purpose, as long as proper attribution is given. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Environmental engineering
Component Importance
Converters
spellingShingle Engineering::Environmental engineering
Component Importance
Converters
Niu, Ming
Xu, Ning Zhou
Kong, Xin
Ngin, Hoon Tong
Ge, Yang Yang
Liu, Jing Song
Liu, Yi Tao
Reliability importance of renewable energy sources to overall generating systems
description Over the years, probabilistic nature of renewable energy sources (RES) and its influence on power system adequacy have been well studied. However, rather less attention has been paid to the impact of RES unit itself’s and its power conversion system’s (PCS’) reliability, as well as their various connection topologies. This paper devises a comprehensive sensitivity study on how each of these elements can affect overall generating system reliability. given the plethora of RES configurations and components, it is of import to identify the most vulnerable element in RES. In this work, component importance is extended, for the first time, to generating capacity adequacy assessment (HLI). Measurement index is the centerpiece in reliability importance. New indices have to be introduced to facilitate the study. While the physical meaning of previously developed indices is lost, in this study indices are proposed based on traditional importance measures, of which the physical meaning are strictly retained and consistent with the definitions. With the proposed assessment technique, components in various RES configuration can be ranked according to their reliability importance. It is found in the numerical study that different importance measures (such as risk-achievement based measures and risk-reduction based measures) can result in different rankings. Studies on contributing factors of the reliability importance are also performed. As more and more RES gaining foothold in generating systems, the proposed technique assist to achieve targeted reliability level of the system, by easily identifying and prioritizing reliability improvement tasks among various units/components in the increasing complex system.
author2 Experimental Power Grid Centre
author_facet Experimental Power Grid Centre
Niu, Ming
Xu, Ning Zhou
Kong, Xin
Ngin, Hoon Tong
Ge, Yang Yang
Liu, Jing Song
Liu, Yi Tao
format Article
author Niu, Ming
Xu, Ning Zhou
Kong, Xin
Ngin, Hoon Tong
Ge, Yang Yang
Liu, Jing Song
Liu, Yi Tao
author_sort Niu, Ming
title Reliability importance of renewable energy sources to overall generating systems
title_short Reliability importance of renewable energy sources to overall generating systems
title_full Reliability importance of renewable energy sources to overall generating systems
title_fullStr Reliability importance of renewable energy sources to overall generating systems
title_full_unstemmed Reliability importance of renewable energy sources to overall generating systems
title_sort reliability importance of renewable energy sources to overall generating systems
publishDate 2021
url https://hdl.handle.net/10356/146653
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