Title :
Harmonic control of a planar complex using limited-path-guidance learning
Author :
Hua Wang, Jung ; Shu Wu, Hsi ; Feng Hsieh, Ru
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
This paper introduces the limited-path-guidance learning (LPG) method useful in achieving harmonic control for a planar complex. The LPG uses four a priori paths or trajectories in combination with a neural trained plant emulator (SI) to train a fuzzy controller. To test the performance of the LPG method, the trained fuzzy controller is applied to a planar complex which is required to follow a periodic orbit in phase plane. The simulations results show that the system can function well, given various testing conditions. The resulting planar model can be applied to real-life occasions, such as stability control of ship-building, and smoothness control of rocking chair design
Keywords :
fuzzy control; identification; self-adjusting systems; fuzzy controller; harmonic control; limited-path-guidance learning; neural trained plant emulator; periodic orbit; phase plane; planar complex; rocking chair design; ship-building; smoothness control; stability control; Control systems; Equations; Error correction; Fuzzy control; Inference algorithms; Jacobian matrices; Nonlinear systems; Oceans; Process control; System testing;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.487805