Integrated optimization of batch production process scheduling based on USEBCTM and explicit model predictive control

Autor:	Li Lingwei, Wang Yue, Jin Yuting, Wang Guowen
Jazyk:	angličtina
Rok vydání:	2022
Předmět:	batch process integration of scheduling and control specific unit time point explicit model predictive control mixed integer nonlinear programming Information technology T58.5-58.64
Zdroj:	ITM Web of Conferences, Vol 47, p 02051 (2022)
Druh dokumentu:	article
ISSN:	2271-2097 20224702
DOI:	10.1051/itmconf/20224702051
Popis:	An integration model of batch process production scheduling and control is established by using synchronous method, which generates mixed integer dynamic (MIDO) problem. In order to solve the online computing burden of MIDO problem, explicit model predictive control (E-MPC) is applied to solve the online implementation of scheduling and control integration problem. Using the method based on USEBCTM to establish the scheduling level constraints, and used the MPT toolbox in MATLAB to solve the E-MPC dynamic problem. The explicit control solution was converted into the control level constraint, then with scheduling level constrain optimization objective together.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/695fc3a50fe14c98af5a1613b7e4b935 Zobrazit plný text záznamu View record in DOAJ