A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods

An electrical power system is typically operated at least cost given some technical and reliability constraints. To that end, many utilities use deterministic methods such as n-1 criterion in order to ensure reliability. This method though being used worldwide and for a really long time can be expen...

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Main Authors: Hashim A.H., Chan S.E.H., Au M.T.
Other Authors: 24447656300
Format: Conference Paper
Published: 2023
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spelling my.uniten.dspace-307892024-04-18T10:46:37Z A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods Hashim A.H. Chan S.E.H. Au M.T. 24447656300 55455849500 9742020600 Capacity outage table (COPT) Monte-Carlo synthesis Probability Reliability Cost benefit analysis Outages Probability Quality assurance Reliability analysis Sustainable development Alternative methods Capacity outage Capacity outage probability tables Computation time Deterministic methods Economic costs Electrical power system Least cost MONTE CARLO Monte-Carlo synthesis N-1 criterion Outage analysis Power systems Probabilistic analysis Recursive methods Reliability constraints Reliability of supply Monte Carlo methods An electrical power system is typically operated at least cost given some technical and reliability constraints. To that end, many utilities use deterministic methods such as n-1 criterion in order to ensure reliability. This method though being used worldwide and for a really long time can be expensive as contingencies occur rarely. In order to evaluate power systems, it must be noted that contingencies are stochastic in nature. Since reliability of supply and economic cost must be balanced, probabilistic analysis seems to be one of the tools which can be applied. In the case of generator dispatch, the most recognized probability tool is the Capacity Outage Probability Table (COPT). However, the synthesis of the COPT using the Recursive Method as proposed by Billinton and Allan can be cumbersome. This paper presents an integration of probabilistic and deterministic methods for outage analysis. It shows an alternative method to develop the COPT using a pseudo-deterministic method combined with a Monte Carlo method. Thus, making the process of developing a COPT simpler and can reduce computation time. �2009 IEEE. Final 2023-12-29T07:53:18Z 2023-12-29T07:53:18Z 2009 Conference Paper 10.1109/ICEENVIRON.2009.5398656 2-s2.0-77949601702 https://www.scopus.com/inward/record.uri?eid=2-s2.0-77949601702&doi=10.1109%2fICEENVIRON.2009.5398656&partnerID=40&md5=446cf6e3b0f23de6c4818e4b69c171ec https://irepository.uniten.edu.my/handle/123456789/30789 5398656 140 144 Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Capacity outage table (COPT)
Monte-Carlo synthesis
Probability
Reliability
Cost benefit analysis
Outages
Probability
Quality assurance
Reliability analysis
Sustainable development
Alternative methods
Capacity outage
Capacity outage probability tables
Computation time
Deterministic methods
Economic costs
Electrical power system
Least cost
MONTE CARLO
Monte-Carlo synthesis
N-1 criterion
Outage analysis
Power systems
Probabilistic analysis
Recursive methods
Reliability constraints
Reliability of supply
Monte Carlo methods
spellingShingle Capacity outage table (COPT)
Monte-Carlo synthesis
Probability
Reliability
Cost benefit analysis
Outages
Probability
Quality assurance
Reliability analysis
Sustainable development
Alternative methods
Capacity outage
Capacity outage probability tables
Computation time
Deterministic methods
Economic costs
Electrical power system
Least cost
MONTE CARLO
Monte-Carlo synthesis
N-1 criterion
Outage analysis
Power systems
Probabilistic analysis
Recursive methods
Reliability constraints
Reliability of supply
Monte Carlo methods
Hashim A.H.
Chan S.E.H.
Au M.T.
A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
description An electrical power system is typically operated at least cost given some technical and reliability constraints. To that end, many utilities use deterministic methods such as n-1 criterion in order to ensure reliability. This method though being used worldwide and for a really long time can be expensive as contingencies occur rarely. In order to evaluate power systems, it must be noted that contingencies are stochastic in nature. Since reliability of supply and economic cost must be balanced, probabilistic analysis seems to be one of the tools which can be applied. In the case of generator dispatch, the most recognized probability tool is the Capacity Outage Probability Table (COPT). However, the synthesis of the COPT using the Recursive Method as proposed by Billinton and Allan can be cumbersome. This paper presents an integration of probabilistic and deterministic methods for outage analysis. It shows an alternative method to develop the COPT using a pseudo-deterministic method combined with a Monte Carlo method. Thus, making the process of developing a COPT simpler and can reduce computation time. �2009 IEEE.
author2 24447656300
author_facet 24447656300
Hashim A.H.
Chan S.E.H.
Au M.T.
format Conference Paper
author Hashim A.H.
Chan S.E.H.
Au M.T.
author_sort Hashim A.H.
title A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
title_short A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
title_full A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
title_fullStr A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
title_full_unstemmed A combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using Monte Carlo methods
title_sort combined probabilistic and deterministic method for an improved capacity outage probability table synthesis using monte carlo methods
publishDate 2023
_version_ 1806423433153609728
score 13.214268