کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
994801 1481302 2013 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimization of India's power sector strategies using weight-restricted stochastic data envelopment analysis
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
پیش نمایش صفحه اول مقاله
Optimization of India's power sector strategies using weight-restricted stochastic data envelopment analysis
چکیده انگلیسی

India's power sector has a significant impact on the country's development and climate change mitigation efforts. Optimization of energy planning is therefore, key to achieving the overall planning goals. The hierarchical multi-objective policy optimization is a policy-centric multi-level bottom-up iterative approach, designed from a developing country perspective, utilizing the optimality principle of dynamic programming. It is applied to the Indian power sector by grouping the strategies into three portfolios, namely, power generation mix, demand side efficiency group and supply side efficiency group. Each portfolio is optimized taking into account the objectives of cost minimization and comprehensive risk and barrier reduction. The portfolios are further combined and optimized at a higher level with respect to higher level objectives, namely, economic growth, energy equity, energy security and climate sustainability. This paper focuses on the second level optimization utilizing data envelopment analysis (DEA). Both the deterministic and stochastic variations have been analysed and the results compared in respect of unrestricted as well as restricted weight models. The analysis shows that weight-restricted stochastic DEA model is most appropriate for efficiency optimization of power sector strategies. The methodology can be effectively used for energy planning in developing countries.


► Stochastic DEA model appropriate for efficiency optimization of power sector strategies.
► Optimal strategy portfolios of Indian power sector.
► Weight-restricted model for outputs with limited substitutability.
► Efficiency comparison of different DEA models.
► Design of attributes for economic growth, energy security, energy equity and climate sustainability.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Policy - Volume 56, May 2013, Pages 456–465
نویسندگان
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