Parameter optimization for NC machine tool based on golden section search driven PSO

IEEE International Symposium on Industrial Electronics

Volumn , Issue , 2007, Pages 3114-3119

  Oh, Sehoon ^a   Hori, Yoichi ^a  

^a INSTITUTE OF INDUSTRIAL SCIENCE   (Japan)

Author keywords

Golden section search; Golden section search driven particle swarm optimization (GPSO); Hardware in the loop system; Parameter tuning; Precision motion control; Steepest descent method

Indexed keywords

CONTROL SYSTEM ANALYSIS; CONTROL THEORY; CURVE FITTING; ELECTRONICS INDUSTRY; EVOLUTIONARY ALGORITHMS; EXPERIMENTS; INDUSTRIAL ELECTRONICS; MACHINING; OPTIMIZATION; PARAMETER ESTIMATION; PARTICLE SWARM OPTIMIZATION (PSO); STRUCTURAL OPTIMIZATION; TECHNICAL PRESENTATIONS; TOOLS;

CONTROL PARAMETERS; GOLDEN SECTION SEARCH; GOLDEN SECTION SEARCH DRIVEN PARTICLE SWARM OPTIMIZATION (GPSO); HARD-WARE-IN-THE-LOOP; HARDWARE-IN-THE-LOOP SYSTEM; INTERNATIONAL SYMPOSIUM; NC MACHINE TOOLS; ON-LINE OPTIMIZATION; OPTIMIZ ATION PROBLEMS; OPTIMIZATION PERFORMANCE; PARAMETER OPTIMIZATION; PARAMETER TUNING; PARTICLE SWARM OPTIMIZATIONS; PRECISION MOTION CONTROL; STEEPEST DESCENT METHOD;

MACHINE TOOLS;

EID: 50049133726     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2007.4375113     Document Type: Conference Paper

References (4)

1. Sehoon Oh and Yoichi Hori "Control Parameter Optimization in the Hardware-in-the-loop System using Novel Search Algorithm," IECON, 2006
2. Press, W.H., Teukolsky, S.A., Vetterling, W. T., and Flannery, B.P. Numerical Recipes in C, The Art of Scientific Computing, second edition, 1999.
3. Ito, K., Iwasaki, M., Matsui, N., "GA-based practical compensator design for a motion control system," IEEE/ASME Transactions on Mechatronics, Vol. 6, No. 2, pp.143-148, 2001.
4. Byunghoon Chang and Yoichi Hori "Research related to the Parameter Auto-tuning of Two Mass Control System," IEE of Japan Technical Meeting Record, IIC-05-47, 2005.