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
- 2015.1
- 수록면
- 1,133 - 1,145 (13page)
이용수
초록· 키워드
오류제보하기
A new neural network (NN) predictive controller (NNPC) algorithm has been developed and tested in the computer simulation of active control of a nonlinear structure. In the present method an NN is used as a predictor. This NN has been trained to predict the future response of the structure to determine the control forces. These control forces are calculated by minimizing the difference between the predicted and desired responses via a numerical minimization algorithm. Since the NNPC is very time consuming and not suitable for real-time control, it is then used to train an NN controller. To consider the effectiveness of the controller on probability of damage, fragility curves are generated. The approach is validated by using simulated response of a 3 story nonlinear benchmark building excited by several historical earthquake records. The simulation results are then compared with a linear quadratic Gaussian (LQG) active controller. The results indicate that the proposed algorithm is completely effective in relative displacement reduction.
목차
등록된 정보가 없습니다.
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
비선형 모델예측제어 데이터에 기반한 실시간 심층 인공신경망 자율주행 제어기법 개발
제어로봇시스템학회 논문지
2020 .05
-
LDI NN auxiliary modeling and control design for nonlinear systems
Smart Structures and Systems, An International Journal
2022 .05
-
속도 및 가속도 제한조건을 갖는 모델예측제어기 설계
한국기계기술학회지
2018 .01
-
일반제한조건의 이동로봇예측제어기 최적화
한국정보통신학회논문지
2018 .04
-
Development of Adaptive Model Predictive Control using Radial Basis Function Neural Network Approximator for Autonomous Vehicles
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
이동로봇의 예측제어방법을 모사한 신경회로망 궤적제어기 설계
한국기계기술학회지
2017 .01
-
Smart structural stability and NN based intelligent control for nonlinear systems
Smart Structures and Systems, An International Journal
2021 .01
-
Electronic Stability Control 을 위한 최적화 제어 기반 Model Predictive Control Algorithm 설계
대한기계학회 춘추학술대회
2021 .08
-
A Sliding Mode Based Model Predictive Control Structure for Permanent Magnet Synchronous Motor
제어로봇시스템학회 국제학술대회 논문집
2015 .10
-
Development of energy based Neuro-Wavelet algorithm to suppress structural vibration
Structural Engineering and Mechanics, An Int＇l Journal
2017 .01
-
Stochastic intelligent GA controller design for active TMD shear building
Structural Engineering and Mechanics, An Int＇l Journal
2022 .01
-
P-PI 직렬 제어기의 응답 개선을 위해 가속도 보상을 이용한 제어 알고리즘
조명·전기설비학회논문지
2020 .02
-
Implementation of a Sightseeing Multi-function Controller Using Neural Networks
Journal of information and communication convergence engineering
2023 .03
-
Development of energy based Neuro-Wavelet algorithm to suppress structural vibration
Structural engineering and mechanics : An international journal
2017 .01
-
A novel smart criterion of grey-prediction control for practical applications
Smart Structures and Systems, An International Journal
2023 .01
-
Development of a Human-Like Model Predictive Path Tracking Control Algorithm for Autonomous Vehicles with Self-Tuning of Control Period
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
BLDC 모터의 강인한 H∞ 속도 제어기 설계
조명·전기설비학회논문지
2015 .10
-
Adaptive Non-Backstepping Neural Control for a Class of Uncertain Nonlinear Systems with Unknown Time-Delay
제어로봇시스템학회 국제학술대회 논문집
2016 .10
-
Design of Neural Network One Step Predictive Control for DC-DC Buck Converter
제어로봇시스템학회 국제학술대회 논문집
2020 .10
-
NNDI decentralized evolved intelligent stabilization of large-scale systems
Smart Structures and Systems, An International Journal
2022 .07
이 논문의 저자 정보
최근 본 자료
댓글(0)
0