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다목적 유전자알고리즘을 이용한 첨단기술산업 시설물의 스마트 미진동제어 KCI 등재

Smart Microvibration Control of High-Tech Industry Facilities using Multi-Objective Genetic Algorithm

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  • URLhttps://db.koreascholar.com/Article/Detail/281632
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한국공간구조학회지 (JOURNAL OF THE KOREAN ASSOCIATION FOR AND SPATIAL STRUCTURES)
한국공간구조학회 (Korean Association for Spatial Structures)
초록

Reduction of microvibration is regarded as important in high-technology facilities with high precision equipments. In this paper, smart control technology is used to improve the microvibration control performance. Mr damper is used to make a smart base isolation system amd fuzzy logic control algorithm is employed to appropriately control the MR damper. In order to develop optimal fuzzy control algorithm, a multi-objective genetic algorithm is used in this study. As an excitation, a train-induced ground acceleration is used for time history analysis and three-story example building structure is employed. Microvibration control performance of passive and smart base isolation systems have been investigated in this study. Numerical simulation results show that the multi-objective genetic algorithm can provide optimal fuzzy logic controllers for smart base isolation system and the smart control system can effectively reduce microvibration of a high-technology facility subjected to train-induced excitation.

목차
 Abstract  1. 서 론  2. 예제구조물 및 인공열차하중   2.1 예제구조물의 구성   2.2 인공열차하중의 생성  3. 스마트 면진시스템 및 미진동기준   3.1 스마트 면진시스템의 구성   3.2 BBN 진동설계기준  4. 다목적 유전자알고리즘을 이용한 퍼지제어기의 최적설계   4.1 다목적 최적화   4.2 NSGA-II를 이용한 퍼지제어기의 최적화  5. 미진동 제어성능평가  6. 결론  감사의 글  참고문헌
저자
  • 김현수(선문대학교 건축학부 조교수) | Kim, Hyun-Su
  • 강주원( 영남대학교 건축학부 교수) | 강주원
  • 김영식( 대구과학대학 건축인테리어과 부교수) | 김영식