Design optimization and evaluation of different wind generator systems

With rapid development of wind power technologies and significant growth of wind power capacity installed worldwide, various wind generator systems have been developed and built. The objective of this paper is to evaluate various wind generator systems by optimization designs and comparisons. In this paper, seven variable speed constant frequency (VSCF) wind generator systems are investigated, namely permanent magnet synchronous generators with the direct-driven (PMSG_DD), the single-stage gearbox (PMSG_1G) and three-stage gearbox (PMSG_3G) concepts, doubly fed induction generators with the three-stage gearbox (DFIG_3G) and with the single-stage gearbox (DFIG_1G), the electricity excited synchronous generator with the direct-driven (EESG_DD), and the VSCF squirrel cage induction generator with the three-stage gearbox (SCIG_3G). Firstly, the design models of wind turbines, three/single stage gearbox and power electronic converter are presented; design optimizations of the investigated wind generator systems are developed with an improved genetic algorithm. Next, the optimization designs are implemented of various wind generator systems at 0.75-MW, 1.5-MW, 3.0-MW, 5.0-MWand 10MW, respectively. The annual energy production (AEP) per cost are evaluated for a given wind climate. The comparative results show the wind generator system with the single-stage gearbox could be the most attractive choice, especially the DFIG_1G system.

[1]  Anca Daniela Hansen,et al.  Wind turbine concept market penetration over 10 years (1995–2004) , 2007 .

[2]  Mohammad S. Widyan Design, Optimization, Construction and Test of Rare-Earth Permanent-Magnet Electrical Machines with New Topology for Wind Energy Applications , 2006 .

[3]  S. Siegfriedsen,et al.  Multibrid technology—a significant step to multi‐megawatt wind turbines , 1998 .

[4]  Anders Grauers,et al.  Design of Direct-driven Permanent-magnet Generators for Wind Turbines , 1996 .

[5]  Asko Parviainen,et al.  Design of axial-flux permanent-magnet low-speed machines and performance comparison between radial-flux and axial-flux machines , 2005 .

[6]  Robert Harrison,et al.  Large Wind Turbines: Design and Economics , 2001 .

[7]  Li Han,et al.  OPTIMIZATION FOR INDUCTION MOTOR DESIGN BY IMPROVED GENETIC ALGORITHM , 2004 .

[8]  Maxime R. Dubois,et al.  Optimized Permanent Magnet Generator Topologies for Direct-Drive Wind Turbines , 2004 .

[9]  R. Poore,et al.  Alternative Design Study Report: WindPACT Advanced Wind Turbine Drive Train Designs Study; November 1, 2000 -- February 28, 2002 , 2003 .

[10]  H. Polinder,et al.  Comparison of direct-drive and geared generator concepts for wind turbines , 2005, IEEE International Conference on Electric Machines and Drives, 2005..

[11]  Han Li,et al.  Application research based on improved genetic algorithm for optimum design of power transformers , 2001, ICEMS'2001. Proceedings of the Fifth International Conference on Electrical Machines and Systems (IEEE Cat. No.01EX501).

[12]  Zbigniew Michalewicz,et al.  Handbook of Evolutionary Computation , 1997 .