کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
262259 504023 2016 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A multi-stage stochastic optimization model for energy systems planning and risk management
ترجمه فارسی عنوان
یک مدل بهینه سازی تصادفی چند مرحله ای برای برنامه ریزی سیستم های انرژی و مدیریت ریسک
کلمات کلیدی
بهره وری انرژی در ساختمان ها، برنامه ریزی سیستم های انرژی، ساخت برنامه ریزی استراتژیک، سیستم های پشتیبانی تصمیم، مدیریت ریسک، تعادل انرژی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
چکیده انگلیسی


• Optimization models are used to support decision making at the building level.
• A stochastic model is developed for investments on energy-efficient technologies.
• The risk neutral stochastic model takes into account parameters variability.
• We add risk measures to the model in order to reduce risks of extreme scenarios.
• We demonstrate how variability is reduced along scenarios, hedging against risks.

Strategic decision making at the building level is gaining importance in the context of a more and more deregulated energy market. The increase of the set of available options regarding distributed and renewable energy technologies leads to a complex decision process. Importantly, such decision making process is affected by uncertainties and therefore stochastic models are needed. In this paper, a comprehensive deterministic strategic optimization model for energy systems planning at the building level is extended to a stochastic optimization framework, thereby allowing the decision maker to manage risks in addition to considering the variability of the uncertain parameters. A numerical example shows the importance of taking into account uncertainty and risk in this kind of problems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy and Buildings - Volume 110, 1 January 2016, Pages 49–56
نویسندگان
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