TY - GEN
T1 - Model Predictive Control with Variable Prediction Horizon for a System including Time-varying Delay
AU - Arai, Hiroki
AU - Uchimura, Yutaka
N1 - Publisher Copyright:
© 2019 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2019/10
Y1 - 2019/10
N2 - This paper proposes a model-predictive control (MPC) based method to compensate systems with time-varying delay. The proposed method uses a prediction model to estimate the future state of a controlled object. In case the system includes time-varying delay, the model based predictor on the local side is compelled to assume maximum delay for sending packets. However most of the packets will arrive within the maximum delay. In this paper, we propose to utilize the early-arriving packets to generate a reference trajectory for model predictive control on the remote side. The proposal of this paper is a method to deal with varying horizon for model predictive control. The performance of the proposal was evaluated by comparing the proposed method with a conventional method by conducting numerical simulations and experiments with a human operator.
AB - This paper proposes a model-predictive control (MPC) based method to compensate systems with time-varying delay. The proposed method uses a prediction model to estimate the future state of a controlled object. In case the system includes time-varying delay, the model based predictor on the local side is compelled to assume maximum delay for sending packets. However most of the packets will arrive within the maximum delay. In this paper, we propose to utilize the early-arriving packets to generate a reference trajectory for model predictive control on the remote side. The proposal of this paper is a method to deal with varying horizon for model predictive control. The performance of the proposal was evaluated by comparing the proposed method with a conventional method by conducting numerical simulations and experiments with a human operator.
UR - http://www.scopus.com/inward/record.url?scp=85084094267&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85084094267&partnerID=8YFLogxK
U2 - 10.1109/IECON.2019.8927383
DO - 10.1109/IECON.2019.8927383
M3 - Conference contribution
AN - SCOPUS:85084094267
T3 - IECON Proceedings (Industrial Electronics Conference)
SP - 3281
EP - 3286
BT - Proceedings
PB - IEEE Computer Society
T2 - 45th Annual Conference of the IEEE Industrial Electronics Society, IECON 2019
Y2 - 14 October 2019 through 17 October 2019
ER -