Evaluation of configuration plans for DGs in developing countries using advanced planning techniques

被引:42
作者
Agalgaonkar, AP [1 ]
Kulkarni, SV [1 ]
Khaparde, SA [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Bombay, Maharashtra, India
关键词
data envelopment analysis (DEA); decision support system; distributed generation (DG); hybrid operation; microgrid; tradeoff/frontier analysis;
D O I
10.1109/TPWRS.2006.873420
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
Many developing countries have emphasis on distibuted generation (DG) technology for their generation expansion planning. The planning considerations and judicious choice of attributes are dedicated by prevailing conditions. The attributes considered are capital costs, energy not served per annum, and profits from injecting power into the grid at peak load, all of which are important for a developing country. The uncertain futures considered are three possible loading conditions, which can be low, medium and high. Different scenarios (plans) are generated by various combinations of configurations. DGs can be configured as stand-alone mode, hybrid operation, or micro-grid formation with or without frid connection. With the increased complexities in DG planning options along with multiple attributes to be accounted, more sophisticated techniques other than conventional economic analysis are needed to arrive at correct decisions by decision makers. The analytical hierarchy proces (AHP) is usedfor obtaining relative weights in an objective way. Further, the decision making with tradeoff analysis is used for shortlisting the feasible plans and identifying the most appropriate plan. It is proposed to base the weights obtained from AHP for finding the performance efficiencies in data envelopment analysis (DEA) for evaluating the plans. A new composite utility function is proposed to resolve cases where performance efficiency is insufficient for evaluation in DEA application. The sample system is derived with reference to a rural electrification scheme in India. The assessment of plans is presented and discussed. The comparative strengths and weaknesses of the methods are reported on the basis of the results obtained.
引用
收藏
页码:973 / 981
页数:9
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