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Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective

This paper discusses the importance of adopting a spatiotemporal model-based scenario generation technique by approximating a multivariate continuous stochastic process in a discrete form. The computational steps for such a model development are comprehensibly discussed via a case study using PV gen...

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Main Authors: Rajanarayan Prusty, B., Bingi, K., Jena, D., Badi, M., Mohan Krishna, S.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Online Access:http://scholars.utp.edu.my/id/eprint/37612/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168652120&doi=10.1109%2fICEPE57949.2023.10201560&partnerID=40&md5=eadb1013933d528ef8451cc83fc088fd
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id oai:scholars.utp.edu.my:37612
record_format eprints
spelling oai:scholars.utp.edu.my:376122023-10-13T13:05:01Z http://scholars.utp.edu.my/id/eprint/37612/ Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective Rajanarayan Prusty, B. Bingi, K. Jena, D. Badi, M. Mohan Krishna, S. This paper discusses the importance of adopting a spatiotemporal model-based scenario generation technique by approximating a multivariate continuous stochastic process in a discrete form. The computational steps for such a model development are comprehensibly discussed via a case study using PV generation data collected from the USA. The model accuracy comparison through a detailed discussion of obtained results is likely to help novice researchers to choose the best model amongst the available options and tactically decide to improvise the modeling framework further. This systematically prepared paper is expected to help power engineers with enough confidence to execute operational planning decisions realistically. © 2023 IEEE. Institute of Electrical and Electronics Engineers Inc. 2023 Conference or Workshop Item NonPeerReviewed Rajanarayan Prusty, B. and Bingi, K. and Jena, D. and Badi, M. and Mohan Krishna, S. (2023) Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective. In: UNSPECIFIED. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168652120&doi=10.1109%2fICEPE57949.2023.10201560&partnerID=40&md5=eadb1013933d528ef8451cc83fc088fd 10.1109/ICEPE57949.2023.10201560 10.1109/ICEPE57949.2023.10201560 10.1109/ICEPE57949.2023.10201560
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description This paper discusses the importance of adopting a spatiotemporal model-based scenario generation technique by approximating a multivariate continuous stochastic process in a discrete form. The computational steps for such a model development are comprehensibly discussed via a case study using PV generation data collected from the USA. The model accuracy comparison through a detailed discussion of obtained results is likely to help novice researchers to choose the best model amongst the available options and tactically decide to improvise the modeling framework further. This systematically prepared paper is expected to help power engineers with enough confidence to execute operational planning decisions realistically. © 2023 IEEE.
format Conference or Workshop Item
author Rajanarayan Prusty, B.
Bingi, K.
Jena, D.
Badi, M.
Mohan Krishna, S.
spellingShingle Rajanarayan Prusty, B.
Bingi, K.
Jena, D.
Badi, M.
Mohan Krishna, S.
Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
author_facet Rajanarayan Prusty, B.
Bingi, K.
Jena, D.
Badi, M.
Mohan Krishna, S.
author_sort Rajanarayan Prusty, B.
title Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
title_short Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
title_full Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
title_fullStr Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
title_full_unstemmed Uncertainty Management in Utility Grid Considering PV Generation: An Operational Planner's Perspective
title_sort uncertainty management in utility grid considering pv generation: an operational planner's perspective
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
url http://scholars.utp.edu.my/id/eprint/37612/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168652120&doi=10.1109%2fICEPE57949.2023.10201560&partnerID=40&md5=eadb1013933d528ef8451cc83fc088fd
_version_ 1781707932266659840
score 13.222552

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