Network Scheduling and Control Co-Design for Multi-Loop MPCShow others and affiliations
2019 (English)In: IEEE Transactions on Automatic Control, ISSN 0018-9286, E-ISSN 1558-2523, Vol. 64, no 12, p. 5238-5245Article in journal (Refereed) Published
Abstract [en]
This paper is concerned with model predictive control (MPC) for multi-loop networked control systems over shared bandwidth-limited communication networks. The plants are described by linear discrete-time systems with additive disturbances and input constraints. At each time instant, only a limited number of loops can communicate over the networks, and the scheduling sequence is determined by a network manager. Algorithms are proposed for co-designing the MPC and the scheduling protocol to stabilize all loops with conflict-free transmissions. We give conditions to ensure recursive feasibility of the optimization problems and the stability of all loops. Finally, two numerical examples show that the algorithms work well.
Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2019. Vol. 64, no 12, p. 5238-5245
Keywords [en]
Optimization, Actuators, Communication networks, Optimal control, Job shop scheduling, Predictive control, Bandwidth-limited communication networks, input constraints, multi-loop networked control systems, model predictive control, scheduling sequence
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-269128DOI: 10.1109/TAC.2019.2910724ISI: 000502278300039Scopus ID: 2-s2.0-85068423472OAI: oai:DiVA.org:kth-269128DiVA, id: diva2:1414335
Note
QC 20200312
2020-03-122020-03-122024-03-18Bibliographically approved