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Utilization of genetic algorithm in on-line tuning of fluid power servos

Abstract

This study describes a robust and plausible method based on genetic algorithms suitable for tuning a regulator. The main advantages of the method presented is its robustness and easy-to-use feature. In this thesis the method is demonstrated by searching for appropriate control parameters of a state-feedback controller in a fluid power environment. To corroborate the robustness of the tuning method, two earlier studies are also presented in the appendix, where the presented tuning method is used in different kinds of regulator tuning situations. (orig.) 33 refs.
Authors:
Publication Date:
Dec 31, 1997
Product Type:
Thesis/Dissertation
Report Number:
LTKK-TJ-60
Reference Number:
SCA: 320303; 240100; PA: FI-98:003458; EDB-98:100155; SN: 98001995604
Resource Relation:
Other Information: TH: Thesis (D. Tech.); PBD: 1997
Subject:
32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; 24 POWER TRANSMISSION AND DISTRIBUTION; ROBOTS; SERVOMECHANISMS; CONTROL SYSTEMS; ALGORITHMS; FUZZY LOGIC; ELECTRIC POWER; DYNAMIC LOADS; STATIC LOADS; OPTIMIZATION; VELOCITY
OSTI ID:
649224
Research Organizations:
Lappeenranta Univ. of Technology (Finland)
Country of Origin:
Finland
Language:
English
Other Identifying Numbers:
Other: ON: DE98773774; ISBN 951-764-172-9; TRN: FI9803458
Availability:
OSTI as DE98773774
Submitting Site:
FI
Size:
97 p.
Announcement Date:
Oct 08, 1998

Citation Formats

Halme, J. Utilization of genetic algorithm in on-line tuning of fluid power servos. Finland: N. p., 1997. Web.
Halme, J. Utilization of genetic algorithm in on-line tuning of fluid power servos. Finland.
Halme, J. 1997. "Utilization of genetic algorithm in on-line tuning of fluid power servos." Finland.
@misc{etde_649224,
title = {Utilization of genetic algorithm in on-line tuning of fluid power servos}
author = {Halme, J}
abstractNote = {This study describes a robust and plausible method based on genetic algorithms suitable for tuning a regulator. The main advantages of the method presented is its robustness and easy-to-use feature. In this thesis the method is demonstrated by searching for appropriate control parameters of a state-feedback controller in a fluid power environment. To corroborate the robustness of the tuning method, two earlier studies are also presented in the appendix, where the presented tuning method is used in different kinds of regulator tuning situations. (orig.) 33 refs.}
place = {Finland}
year = {1997}
month = {Dec}
}