含分布式发电的家庭智能用电鲁棒优化研究

项目名称： 含分布式发电的家庭智能用电鲁棒优化研究

项目编号： No.51477111

项目类型： 面上项目

立项/批准年度： 2015

项目学科： 电工技术

项目作者： 王继东

作者单位： 天津大学

项目金额： 75万元

中文摘要： 在家庭用电智能化和分布式发电技术迅速发展的背景下，本项目研究含分布式发电的家庭智能用电鲁棒优化，旨在解决接入分布式发电的家庭智能用电中的复杂化问题和不确定性问题。本项目首先从家庭电器设备仿真建模和用电优化目标建模两方面研究家庭智能用电一般建模方法，并结合实际建立具体的数学模型；然后进行不确定性进行分析，研究家庭智能用电中模型、量测、通信、预测等不确定性的特点、规律及影响，并在此基础上构建含分布式发电的家庭智能用电鲁棒优化问题；最后，研究鲁棒优化问题的鲁棒对等式及相应的滚动优化形式，并研究能满足要求的求解算法。本项目的研究成果能够为含分布式发电的家庭智能用电的发展提供理论和技术上的支持。

中文关键词： 分布式发电；家庭智能用电；鲁棒优化

英文摘要： With the growing intelligence of home power consumption and rapid development of distributed generation technologies, robust optimization of smart home power consumption integrated with distributed generation will be researched in this project, in order to solve the problems of complexity and uncertainty. First of all, general modeling methods will be developed to model the home electrical devices and optimization objectives, and specific math models will be established combined with real situations. Then, uncertainty analysis will be conducted in the aspects of modeling uncertainties, measurement uncertainties, communication uncertainties and forecast uncertainties. The characteristics, laws and effects of all kinds of uncertainties will be explored and evaluated, based on which robust optimization problem of smart home power consumption integrated with distributed generation will be established. Finally, the robust counterpart and rolling optimization format of the established robust optimization problem will be built, and corresponding algorithms will be developed to meet the demands on optimality and speed. The results of this project will provide theoretical and technical support for the development of smart home power consumption integrated with distributed generation.

英文关键词： Distributed Generation;Smart Home Power Consumption;Robust Optimization