DocumentCode :
2737896
Title :
Data-Driven Skill-Based PID Control of a Pilot-Scale Helicopter Model
Author :
Sakaguchi, Akihiro ; Mori, Shinnosuke ; Yamamoto, Toru
Author_Institution :
Sasebo Nat. Coll. of Technol., Nagasaki
fYear :
2007
fDate :
5-7 Sept. 2007
Firstpage :
315
Lastpage :
315
Abstract :
Lots of works for representing human skills which are cultivated in long experiences have been reported. The technique for representing human skills plays an important role in various industries, for example, manufacturing systems, production systems and process systems. In this paper, a skill-based PID controller is newly proposed, which extracts skills of human experts as PID gains. This controller is designed by using a data-driven (DD)control approach. The DD approach is based on the local modeling, and attracted attention as a useful tool to express the nonlinear model. The effectiveness of the proposed skill-based PID control scheme is experimentally investigated by employing for a helicopter control model.
Keywords :
aircraft control; control system synthesis; helicopters; nonlinear control systems; three-term control; PID control; controller design; data-driven control; data-driven skill; human skill representation; local modeling; nonlinear model; pilot-scale helicopter model; Control systems; Databases; Design methodology; Educational institutions; Helicopters; Humans; Learning systems; Manufacturing industries; Neural networks; Three-term control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
Type :
conf
DOI :
10.1109/ICICIC.2007.235
Filename :
4427960
Link To Document :
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