CONTROL METHOD COMBINING FUZZY LOGIC CONTROL WITH SLIDING MODE CONTROL FOR IDEAL DYNAMIC RESPONSES

Patent №

US 7,783,580

Granted

2010-08-24

Filed 2007

Owner

NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY

Lab

AI components

3

vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11832137

The invention provides a novel control method combining fuzzy logic control with gain auto-tuning sliding mode control. A control error signal e(t) from the detection mechanism and an error change signal ce(t) are combined together as a sliding variable s(t)=ce(t)+λe(t) and used as the fuzzy input control variable. Using the control method, 2D fuzzy control rule is simplified into 1D fuzzy control rule through the sliding variable definition for enhancing the efficiency of computation and saving computation resources. Accordingly, both the quick transient response and steady state precision positioning can be achieved. The present method can overcome the disadvantages of current controller, which can not reach the desired transient and steady state responses simultaneously.

AI classification

Planning1.00
AI hardware0.98
Vision0.57
Machine learning0.03
Knowledge representation0.03
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY

assignment · 196370066

Assignors

HUANG, SHIUH-JER, LIN, SHU-YI, HE, GUANG-LING

On an employer assignment, the assignors are typically the inventors.

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