Operational adequacy studies of a PV-based & energy storage stand-alone microgrid

This paper presents a probabilistic approach in the modeling of stand-alone microgrids to predict their operational adequacy performance considering uncertainty of energy storage system (ESS), photovoltaic system (PVS) and conventional generator (CG). Instead of using the daily or hourly time step,...

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Main Authors: Gao, Zhiyong, Püttgen, Hans B., Koh, Leong Hai, Wang, Peng, Choo, Fook Hoong, Tseng, King-Jet
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/104638
http://hdl.handle.net/10220/25846
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1046382021-01-13T06:41:28Z Operational adequacy studies of a PV-based & energy storage stand-alone microgrid Gao, Zhiyong Püttgen, Hans B. Koh, Leong Hai Wang, Peng Choo, Fook Hoong Tseng, King-Jet School of Electrical and Electronic Engineering Energy Research Institute @ NTU (ERI@N) DRNTU::Engineering::Electrical and electronic engineering::Power electronics This paper presents a probabilistic approach in the modeling of stand-alone microgrids to predict their operational adequacy performance considering uncertainty of energy storage system (ESS), photovoltaic system (PVS) and conventional generator (CG). Instead of using the daily or hourly time step, operating period a minutely time step is considered to incorporate the effect of fast ramp up/down of system components on microgrid operating adequacy through expected energy not supplied (EENS) and expected energy not used (EENU), due to load and resource variations. A time varying state of charge (SOC) model is proposed to determine power output of an ESS in reliability modeling. The reliability of a PVS is modeled in detail based on the total cross-tied configuration (TCTC) of photovoltaic (PV) cells and arrays. The proposed technique and indices will be useful for system planners to select the type and size of microgrid systems that contain alternative energy sources and storage. ASTAR (Agency for Sci., Tech. and Research, S’pore) Accepted version 2015-06-09T11:44:49Z 2019-12-06T21:36:43Z 2015-06-09T11:44:49Z 2019-12-06T21:36:43Z 2015 2015 Journal Article Koh, L. H., Wang, P., Choo, F. H., Tseng, K.-J., Gao, Z., & Püttgen, H. B. (2015). Operational adequacy studies of a PV-based & energy storage stand-alone microgrid. IEEE Transactions on power systems, 30(2), 892-900. https://hdl.handle.net/10356/104638 http://hdl.handle.net/10220/25846 10.1109/TPWRS.2014.2334603 194123 187316 en IEEE transactions on power systems © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/TPWRS.2014.2334603]. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Power electronics
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Power electronics
Gao, Zhiyong
Püttgen, Hans B.
Koh, Leong Hai
Wang, Peng
Choo, Fook Hoong
Tseng, King-Jet
Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
description This paper presents a probabilistic approach in the modeling of stand-alone microgrids to predict their operational adequacy performance considering uncertainty of energy storage system (ESS), photovoltaic system (PVS) and conventional generator (CG). Instead of using the daily or hourly time step, operating period a minutely time step is considered to incorporate the effect of fast ramp up/down of system components on microgrid operating adequacy through expected energy not supplied (EENS) and expected energy not used (EENU), due to load and resource variations. A time varying state of charge (SOC) model is proposed to determine power output of an ESS in reliability modeling. The reliability of a PVS is modeled in detail based on the total cross-tied configuration (TCTC) of photovoltaic (PV) cells and arrays. The proposed technique and indices will be useful for system planners to select the type and size of microgrid systems that contain alternative energy sources and storage.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Gao, Zhiyong
Püttgen, Hans B.
Koh, Leong Hai
Wang, Peng
Choo, Fook Hoong
Tseng, King-Jet
format Article
author Gao, Zhiyong
Püttgen, Hans B.
Koh, Leong Hai
Wang, Peng
Choo, Fook Hoong
Tseng, King-Jet
author_sort Gao, Zhiyong
title Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
title_short Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
title_full Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
title_fullStr Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
title_full_unstemmed Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
title_sort operational adequacy studies of a pv-based & energy storage stand-alone microgrid
publishDate 2015
url https://hdl.handle.net/10356/104638
http://hdl.handle.net/10220/25846
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