Stochastic backward/forward sweep power flow analysis for islanded microgrids

Distributed generation-based islanded microgrids lack a constant reference voltage node, making it difficult to compute the power flows in the microgrid using traditional power system analysis tools. In this work, we model the droop equations that allow voltage and frequency regulation among the distr...

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Main Authors: Subramanian, Lalitha, Gooi, Hoay Beng
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/89495
http://hdl.handle.net/10220/46121
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-894952021-01-14T08:42:38Z Stochastic backward/forward sweep power flow analysis for islanded microgrids Subramanian, Lalitha Gooi, Hoay Beng School of Electrical and Electronic Engineering Office of Academic Services Energy Research Institute @ NTU (ERI@N) Chaos Function Hermite Polynomial DRNTU::Engineering::Electrical and electronic engineering Distributed generation-based islanded microgrids lack a constant reference voltage node, making it difficult to compute the power flows in the microgrid using traditional power system analysis tools. In this work, we model the droop equations that allow voltage and frequency regulation among the distributed sources in the backward/forward sweep algorithm. As a result, the system frequency is one of the unknown state variables that has to be computed by power flow analysis. Since the backward/forward sweep algorithm is primarily applied only to radial distribution systems, the algorithm is then modified to extend its applicability to weakly-meshed microgrid topologies. The distributed generation units are modelled as solar generation with their uncertainties defined by Beta distribution while the load uncertainties are modelled using normal distribution. Finally,astochasticislandedmicrogridpowerflowtoolisdeveloped using the polynomial chaos approximation technique. Accepted version 2018-09-27T06:26:52Z 2019-12-06T17:26:59Z 2018-09-27T06:26:52Z 2019-12-06T17:26:59Z 2018 Journal Article Subramanian, L., & Gooi, H. B. (2018). Stochastic Backward/Forward Sweep Power Flow Analysis for Islanded Microgrids. 2018 IEEE PES Innovative Smart Grid Technologies, ISGT 2018, 48-53. doi:10.1109/ISGT-Asia.2018.8467763 https://hdl.handle.net/10356/89495 http://hdl.handle.net/10220/46121 10.1109/ISGT-Asia.2018.8467763 en 2018 IEEE PES Innovative Smart Grid Technologies, ISGT 2018 © 2018 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: [https://dr.ntu.edu.sg/handle/10220/46121]. 6 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Chaos Function
Hermite Polynomial
DRNTU::Engineering::Electrical and electronic engineering
spellingShingle Chaos Function
Hermite Polynomial
DRNTU::Engineering::Electrical and electronic engineering
Subramanian, Lalitha
Gooi, Hoay Beng
Stochastic backward/forward sweep power flow analysis for islanded microgrids
description Distributed generation-based islanded microgrids lack a constant reference voltage node, making it difficult to compute the power flows in the microgrid using traditional power system analysis tools. In this work, we model the droop equations that allow voltage and frequency regulation among the distributed sources in the backward/forward sweep algorithm. As a result, the system frequency is one of the unknown state variables that has to be computed by power flow analysis. Since the backward/forward sweep algorithm is primarily applied only to radial distribution systems, the algorithm is then modified to extend its applicability to weakly-meshed microgrid topologies. The distributed generation units are modelled as solar generation with their uncertainties defined by Beta distribution while the load uncertainties are modelled using normal distribution. Finally,astochasticislandedmicrogridpowerflowtoolisdeveloped using the polynomial chaos approximation technique.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Subramanian, Lalitha
Gooi, Hoay Beng
format Article
author Subramanian, Lalitha
Gooi, Hoay Beng
author_sort Subramanian, Lalitha
title Stochastic backward/forward sweep power flow analysis for islanded microgrids
title_short Stochastic backward/forward sweep power flow analysis for islanded microgrids
title_full Stochastic backward/forward sweep power flow analysis for islanded microgrids
title_fullStr Stochastic backward/forward sweep power flow analysis for islanded microgrids
title_full_unstemmed Stochastic backward/forward sweep power flow analysis for islanded microgrids
title_sort stochastic backward/forward sweep power flow analysis for islanded microgrids
publishDate 2018
url https://hdl.handle.net/10356/89495
http://hdl.handle.net/10220/46121
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