کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4945598 1438706 2018 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
How to build an electric power transmission network considering demand side management and a risk constraint?
ترجمه فارسی عنوان
چگونگی ساخت یک شبکه انتقال برق با توجه به مدیریت طرف تقاضا و محدودیت ریسک؟
کلمات کلیدی
برنامه ریزی شبکه؛ تجزیه؛ پاسخ به تقاضا مبتنی بر تشویق . محدودیت ریسک
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


- A risk constraint is proposed to formulate a probabilistic measure.
- Economic value and market uncertainty of DR are modelled.
- A stochastic planning framework with DR and risk is proposed.
- The proposed approach is a flexible, risk-constrained decision-making tool.

The increasing penetration of intermittent renewable energy poses plenty of challenges to electricity networks. Moreover, following the applications of intelligent electricity networks, demand response (DR) has attracted a great deal of attention due to its positive effects on shaving peak demands and balancing power supply and demand. On the other hand, when DR reaches a critical market level, the market behavior of DR becomes a meaningful uncertainty to the networks as well. Therefore, power transmission expansion planning (TEP) becomes a complicated decision-making process requiring risk analysis. This paper proposes a probabilistic approach to TEP contemplating risk. The conventional reliability criterion is replaced by a risk constraint. In addition, the TEP problem is decomposed into a master investment problem and two slave subproblems, i.e., optimal operation and feasibility check subproblems. The proposed TEP model is tested on the Garver's six-bus and the modified IEEE 24-bus RTS and Polish 2383-bus systems. According to the numerical results, the proposed TEP model is superior compared to the conventional reliability-driven TEP from three perspectives: (1) It has incorporated a risk constraint and hence can help network planners understand the variants of risk and provide the opportunity to make trade-offs between cost, reliability and risk. (2) It still enforces the reliability criterion and is more cost-effective when the wind power uncertainty becomes higher in the future. (3) It allows risk-analysis, giving decision-makers the flexibility to choose a plan according to their individual risk-aversion levels and understand the multiple outcomes.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 94, January 2018, Pages 311-320
نویسندگان
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