Identification of Optimal Operating Point of PV Modules using Neural Network for Real Time Maximum Power Tracking Control

IEEE Transactions on Energy Conversion

Volumn 10, Issue 2, 1995, Pages 360-367

  Hiyama, Takashi ^a   Kouzuma, Shinichi ^a   Imakubo, Tomofumi ^a  

^a KUMAMOTO UNIVERSITY   (Japan)

Author keywords

Maximum power tracking control; Neural Network; Poly crystalline Silicon; PV module; Real time control

Indexed keywords

COMPUTER CONTROL; IDENTIFICATION (CONTROL SYSTEMS); NEURAL NETWORKS; OPTIMAL CONTROL SYSTEMS; POLYCRYSTALLINE MATERIALS; POWER CONTROL; REAL TIME SYSTEMS; SEMICONDUCTING SILICON;

PHOTOVOLTAIC MODULES; REAL TIME MAXIMUM POWER TRACKING CONTROL;

PHOTOVOLTAIC CELLS;

EID: 0029327512     PISSN: 08858969     EISSN: 15580059     Source Type: Journal    
DOI: 10.1109/60.391904     Document Type: Article

References (7)

1. J. Applebaum, “The Quality of Load Matching in a Direct Coupling Photovoltaic System", IEEE Trans, on Energy Conversion, Vol. EC-2, No.4, Dec. 1987, pp.534-541.
2. S. Rahman and K. Tam, “A Feasibility Study of Photovoltaic-Fuel Cell Hybrid Energy System", IEEE Trans, on Energy Conversion, Vol. EC-3, No.l, March 1988, pp.50-55.
3. Z. Salameh and W. Lynch, “Multi-Stage Dual Priority Regulator for Photovoltaic Systems", IEEE Trans, on Energy Conversion, Vol. EC-4, No.3, Sept. 1989, pp.308-313.
4. M. G. Jaboori, M. S. Saied, and A. A. R. Hanafy, “A Contribution to the Simulation and Design Optimization of Photovoltaic Systems", IEEE Trans, on Energy Conversion, Vol. EC-6, No.3, Sept, 1991, pp.401-406.
5. R. P. Lippmann, “An Introduction to Computing with Actual Neural Nets", IEEE ASSP Magazine, 1987, pp.4-22.
6. T. Hiyama and S. Kouzuma, “Application of Neural Network for Predicting Maximum Power from PV Modules", Proceedings of APSCOM’93, at Hong Kong in December 1993, pp.349-354.
7. O.Ishihara, T.Hiyama, S.Kouzuma, and S.Fujihiro, “Measurements and analysis of influence factors and efficiency of PV system Part 2. Analysis of results from annual measurements", presented at the Annual Meeting of the Japan Solar Energy Society, Dec. 1993.