NETWORKED CONTROL SYSTEM TIME-DELAY COMPENSATION METHOD BASED ON PREDICTIVE CONTROL
Patent №
US 11,543,787
Granted
2023-01-03
Filed 2020
Owner
QINGDAO UNIVERSITY OF TECHNOLOGY
Lab
—
AI components
5
ml · vision · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16745581
The present invention discloses a networked control system (NCS) time-delay compensation method based on predictive control. The method comprises the following steps: (1) acquiring random time-delay data in an NCS, and preprocessing the data; (2) predicting the current time-delay by using a fuzzy neural network (FNN) optimized by a particle swarm optimization (PSO) algorithm; (3) compensating the predicted time-delay by using an implicit proportional-integral-based generalized predictive control (PIGPC) algorithm; (4) determining whether a preset work end time is up according to a clock in the NCS; if yes, ending the process; if no, returning to step (2). The method disclosed by the present invention can accurately predict and effectively compensate the NCS time-delay and has excellent development prospect.
AI classification
Ownership
QINGDAO UNIVERSITY OF TECHNOLOGY
assignment · 515470609
Assignors
ZHAO, JINGBO, XUE, BINGXIN, WANG, ZHONG, ZHU, JINGXUHUI, QIU, TENGFEI, LIU, XINCHAO
On an employer assignment, the assignors are typically the inventors.