지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.11
- 수록면
- 3,665 - 3,674 (10page)
- DOI
- https://doi.org/10.1016/j.net.2021.05.011
이용수
초록· 키워드
오류제보하기
One of the important parts of the in-core fuel management is loading pattern optimization (LPO). Theloading pattern optimization as a reasonable design of the in-core fuel management can improve botheconomic and safe aspects of the nuclear reactor. This work proposes the hybrid of fuzzy logic controllerwith harmony search algorithm (HS) for loading pattern optimization in a pressurized water reactor. Themusic improvisation process to find a pleasing harmony is inspiring the harmony search algorithm. Inthis work, the adjustment of the harmony search algorithm parameters such as the bandwidth and thepitch adjustment rate are increasing performance of the proposed algorithm which is done through afuzzy logic controller. Hence, membership functions and fuzzy rules are designed to improve the performance of the HS algorithm and achieve optimal results. The objective of the method is finding anoptimum core arrangement according to safety and economic aspects such as reduction of powerpeaking factor (PPF) and increase of effective multiplication factor (Keff). The proposed approach effectiveness has been tried in two cases, Michalewicz's bivariate function problem and NEACRP LWR core.
The results show that by using fuzzy harmony search algorithm the value of the fitness function isimproved by 15.35%. Finally, with regard to the new solutions proposed in this research it could be usedas a trustworthy method for other optimization issues of engineering field.
목차
등록된 정보가 없습니다.
참고문헌 (29)
참고문헌 신청
E. Guk / 2015 / The importance of nuclear energy for the expansion of world / Advances in Energy Research 3(2):071
A. Yamamoto / 1997 / A quantitative comparison of loading pattern optimization methods for in-core fuel management of PWR / J. Nucl. Sci. Technol 34(4):339~347
S. Mahmoudi / 2016 / A novel optimization method, Gravitational Search Algorithm (GSA), for PWR core optimization / Ann. Nucl. Energy 95:23~34
M. Aghaie / 2016 / A novel multi objective loading pattern optimization by gravitational search algorithm(GSA)for WWER1000 core / Prog. Nucl. Energy 93:1~11
M. Aghaie / 2017 / Multi objective loading pattern optimization of PWRs with Fuzzy logic controller based Gravitational Search Algorithm / Nucl. Eng. Des 322:1~13
A. Yamamoto / 1997 / A quantitative comparison of loading pattern optimization methods for in-core fuel management of PWR / J. Nucl. Sci. Technol 34(4):339~347
S. Mahmoudi / 2016 / A novel optimization method, Gravitational Search Algorithm (GSA), for PWR core optimization / Ann. Nucl. Energy 95:23~34
M. Aghaie / 2016 / A novel multi objective loading pattern optimization by gravitational search algorithm(GSA)for WWER1000 core / Prog. Nucl. Energy 93:1~11
M. Aghaie / 2017 / Multi objective loading pattern optimization of PWRs with Fuzzy logic controller based Gravitational Search Algorithm / Nucl. Eng. Des 322:1~13
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
하이브리드 신재생에너지 시스템의 최적제어를 위한 퍼지 로직 제어기 설계
전기학회논문지 P
2018 .09
-
Optimization of fuzzy controller for nonlinear buildings with improved charged system search
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
HS-TLBO 기반의 퍼지제어기를 이용한 신재생 하이브리드 전력 시스템 최적운영 알고리즘 개발
전기학회논문지 P
2019 .09
-
조화 탐색법을 이용한 구조물의 형상최적화
한국생산제조학회 학술발표대회 논문집
2015 .04
-
An Improved Harmony Search Algorithm and Its Application in Function Optimization
JIPS(Journal of Information Processing Systems)
2018 .01
-
A New Image Clustering Method Based on the Fuzzy Harmony Search Algorithm and Fourier Transform
JIPS(Journal of Information Processing Systems)
2016 .12
-
Design of the flexible switching controller for small PWR core power control with the multi-model
Nuclear Engineering and Technology
2021 .03
-
Design of UAV’s Movement Control Based on Dual Fuzzy Logic Controller System
한국통신학회 학술대회논문집
2020 .02
-
조화 탐색법을 이용한 구조물의 동적 위상최적화
한국생산제조학회 학술발표대회 논문집
2015 .04
-
Comparing type-1, interval and general type-2 fuzzy approach for dealing with uncertainties in active control
Smart Structures and Systems, An International Journal
2023 .02
-
Performances Evaluation and Comparison of PID Controller and Fuzzy Logic Controller for Process Liquid Level Control
제어로봇시스템학회 국제학술대회 논문집
2015 .10
-
New Method of Internal Type-2 Fuzzy-Based CNN for Image Classification
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2020 .12
-
Takagi-Sugeno Fuzzy Model-Based Approach to Robust Control of Boost DC-DC Converters
Journal of Electrical Engineering & Technology
2015 .05
-
전력설비의 제어 응답특성 개선을 위한 퍼지 추론 기법의 적응조정
전기학회논문지
2018 .12
-
Parameter optimization of a seven-degree-of-freedom seated human model using a hybrid optimization method
대한기계학회 춘추학술대회
2022 .11
-
Semi-active seismic control of a 9-story benchmark building using adaptive neural-fuzzy inference system and fuzzy cooperative coevolution
Smart Structures and Systems, An International Journal
2019 .01
-
Interval Type-2 Fuzzy Logic Washing Machine
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2019 .12
-
An Efficient Modified Immigrant Population Search Algorithm for Optimization over Unconstrained Spaces
Industrial Engineering & Management Systems
2019 .03
-
Fuzzy logic을 이용한 전력용 변압기의 건전도 평가 개선방안
대한전기학회 학술대회 논문집
2019 .07
-
포/포탑 구동 시스템의 퍼지 논리 제어에 기반한 최대 출력 토크 제어
제어로봇시스템학회 논문지
2020 .09
이 논문의 저자 정보
최근 본 자료
댓글(0)
0