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.

Machine learningVisionPlanningEvolutionary computationAI hardwareG05B 13/0285G05B 13/048G05B 19/4185G06F 17/11G06N 3/006G06N 3/043G06N 3/088G05B 2219/37512+2 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Evolutionary computation0.99
Vision0.70
Knowledge representation0.00
Natural language0.00
Speech0.00

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.

From the same owner

© 2026 NYSGPT2525 LLC