@inproceedings{6997b192297d4ecb89d4618c7c705f99,
title = "Heuristic based terminal iterative learning control of ISBM reheating processes",
abstract = "The injection stretch blow moulding (ISBM) process is widely used to manufacture plastic bottles for the beverage and consumer goods industry. The majority of the production processes are open-loop systems, often suffering from high raw material and energy waste. In this paper, a heuristic based norm-optimal terminal iterative learning control (ILC) method is proposed to control the preform temperature profiles in the reheating process. The reheating process is a batch process, and ILC can achieve improved tracking performance in a fixed time interval. The terminal ILC (TILC) is a useful strategy when only the terminal temperature profile can be measured in a batch process like the preform reheating in ISBM. To balance the control performance and energy cost, a norm-optimal method is applied, leading to a proposal of the new norm-optimal TILC method in this paper. Heuristic methods including the swarm optimisation (PSO), differential evolution (DE) and teaching-learning based optimization (TLBO) are used to calculate the sequence of norm-optimal control inputs for this non-linear batch process. Simulation results confirm the efficacy of the proposed control strategy.",
keywords = "Heuristic optimisation method, Iterative learning control, Reheating process, Temperature control",
author = "Ziqi Yang and Zhile Yang and Kang Li and Wasif Naeem and Kailong Liu",
year = "2017",
month = aug,
day = "23",
doi = "10.1007/978-981-10-6373-2_27",
language = "English",
isbn = "9789811063725",
series = "Communications in Computer and Information Science",
publisher = "Springer-Verlag",
pages = "262--271",
editor = "Dong Yue and Tengfei Zhang and Chen Peng and Dajun Du and Min Zheng and Qinglong Han",
booktitle = "Intelligent Computing, Networked Control, and Their Engineering Applications - International Conference on Life System Modeling and Simulation, LSMS 2017 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017: Proceedings",
note = "International Conference on Life System Modeling and Simulation, LSMS 2017 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017, ICSEE 2017 ; Conference date: 22-09-2017 Through 24-09-2017",
}