Title :
Photovoltaic inverter systems with self-tuning fuzzy control based on an experimental planning method
Author :
Wu, T.-F. ; Yang, C.-H. ; Chen, Y.K. ; Liu, Z.-R.
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chia-Yi, Taiwan
Abstract :
This paper presents analysis and design of photovoltaic inverter systems with self-tuning fuzzy control. The self-tuning algorithm is based primarily on an experimental planning method which is widely used in quality control. By conducting matrix experiments via an orthogonal array, several scaling-factor parameters of a fuzzy controller can be determined efficiently so that the designed fuzzy controller can satisfy the specifications. The proposed inverter system cannot only supply loads with real power but also feed excess power to the utility (grid-connection mode), or can supply loads exclusively (stand-alone mode). In this paper, simulation results have verified the feasibility of the proposed control scheme and hardware results obtained from a system with a 16-bit single chip microcontroller (Intel 80196MC) are also presented to verify the theoretical discussions
Keywords :
fuzzy control; invertors; microcontrollers; photovoltaic power systems; self-adjusting systems; 16-bit single chip microcontroller; Intel 80196MC; experimental planning method; fuzzy controller; grid-connection mode; matrix experiments; orthogonal array; photovoltaic inverter systems; quality control; scaling-factor parameters; self-tuning fuzzy control; stand-alone mode; Control systems; Filters; Fuzzy control; Fuzzy systems; Inductors; Inverters; Paramagnetic resonance; Photovoltaic systems; Power system planning; Three-term control;
Conference_Titel :
Industry Applications Conference, 1999. Thirty-Fourth IAS Annual Meeting. Conference Record of the 1999 IEEE
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5589-X
DOI :
10.1109/IAS.1999.805996