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...
Main Authors: | , |
---|---|
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 |
id |
doaj-6c09210a228e4280b21739840fedc66e |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT yueyuan atakagisugenofuzzypowerdistributionmethodforaprototypicaladvancedreactorconsideringpumpdegradation AT jamiecoble atakagisugenofuzzypowerdistributionmethodforaprototypicaladvancedreactorconsideringpumpdegradation AT yueyuan takagisugenofuzzypowerdistributionmethodforaprototypicaladvancedreactorconsideringpumpdegradation AT jamiecoble takagisugenofuzzypowerdistributionmethodforaprototypicaladvancedreactorconsideringpumpdegradation |
_version_ |
1716774571802099712 |