A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation

Advanced reactor designs often feature longer operating cycles between refueling and new concepts of operation beyond traditional baseload electricity production. Owing to this increased complexity, traditional proportional–integral control may not be sufficient across all potential operating regime...

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Main Authors: Yue Yuan, Jamie Coble
Format: Article
Language:English
Published: Elsevier 2017-08-01
Series:Nuclear Engineering and Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573317303844
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spelling doaj-6c09210a228e4280b21739840fedc66e2020-11-24T21:03:00ZengElsevierNuclear Engineering and Technology1738-57332017-08-0149590591310.1016/j.net.2017.06.004A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradationYue Yuan0Jamie Coble1Institute of Nuclear and New Energy Technology, Tsinghua University, Collaborative Innovation Center of Advanced Nuclear Energy Technology, Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Qinghua Yuan, Beijing, 100084, ChinaDepartment of Nuclear Engineering, University of Tennessee, Knoxville, 210 Pasqua Engineering Building, Knoxville, TN, 37996, USAAdvanced reactor designs often feature longer operating cycles between refueling and new concepts of operation beyond traditional baseload electricity production. Owing to this increased complexity, traditional proportional–integral control may not be sufficient across all potential operating regimes. The prototypical advanced reactor (PAR) design features two independent reactor modules, each connected to a single dedicated steam generator that feeds a common balance of plant for electricity generation and process heat applications. In the current research, the PAR is expected to operate in a load-following manner to produce electricity to meet grid demand over a 24-hour period. Over the operational lifetime of the PAR system, primary and intermediate sodium pumps are expected to degrade in performance. The independent operation of the two reactor modules in the PAR may allow the system to continue operating under degraded pump performance by shifting the power production between reactor modules in order to meet overall load demands. This paper proposes a Takagi–Sugeno (T–S) fuzzy logic-based power distribution system. Two T–S fuzzy power distribution controllers have been designed and tested. Simulation shows that the devised T–S fuzzy controllers provide improved performance over traditional controls during daily load-following operation under different levels of pump degradation.http://www.sciencedirect.com/science/article/pii/S1738573317303844Advanced ReactorsFuzzy ControlMultimodular OperationPower Distribution
collection DOAJ
language English
format Article
sources DOAJ
author Yue Yuan
Jamie Coble
spellingShingle Yue Yuan
Jamie Coble
A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
Nuclear Engineering and Technology
Advanced Reactors
Fuzzy Control
Multimodular Operation
Power Distribution
author_facet Yue Yuan
Jamie Coble
author_sort Yue Yuan
title A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
title_short A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
title_full A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
title_fullStr A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
title_full_unstemmed A Takagi–Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
title_sort takagi–sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation
publisher Elsevier
series Nuclear Engineering and Technology
issn 1738-5733
publishDate 2017-08-01
description Advanced reactor designs often feature longer operating cycles between refueling and new concepts of operation beyond traditional baseload electricity production. Owing to this increased complexity, traditional proportional–integral control may not be sufficient across all potential operating regimes. The prototypical advanced reactor (PAR) design features two independent reactor modules, each connected to a single dedicated steam generator that feeds a common balance of plant for electricity generation and process heat applications. In the current research, the PAR is expected to operate in a load-following manner to produce electricity to meet grid demand over a 24-hour period. Over the operational lifetime of the PAR system, primary and intermediate sodium pumps are expected to degrade in performance. The independent operation of the two reactor modules in the PAR may allow the system to continue operating under degraded pump performance by shifting the power production between reactor modules in order to meet overall load demands. This paper proposes a Takagi–Sugeno (T–S) fuzzy logic-based power distribution system. Two T–S fuzzy power distribution controllers have been designed and tested. Simulation shows that the devised T–S fuzzy controllers provide improved performance over traditional controls during daily load-following operation under different levels of pump degradation.
topic Advanced Reactors
Fuzzy Control
Multimodular Operation
Power Distribution
url http://www.sciencedirect.com/science/article/pii/S1738573317303844
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