Integration of Electric Vehicles into Smart Grids with Optimal Distributed Charging Control

来源 :华北电力大学(北京) 华北电力大学 | 被引量 : 0次 | 上传用户:hejizhou
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Charging a large amount of Plug-in Electric Vehicles (PEVs) could seriously endanger grid stability and energy security.On the other hand,if PEV charging is managed properly,it could bring significant flexibility into the grid,thus allowing for enhanced energy efficiency,more integration of distributed energy production,deferral investment in grid reinforcement etc.Shifting PEV charging load to off-peak periods (mostly at nighttime) is often referred to as valley-filling. This paper studies the valley-filling problem within the portfolio of a Demand Response (DR)Aggregator. We consider two separate problems:real-time welfare maximizationcombined with dynamic pricing on oneside (also called the intraday problem) and the valley-filling problem on the other side (also called the day-to-day problem).We use Lagrange Relaxation to formulate the decentralized version of the real-time welfaremaximization problem,which leads to a decentralized charging control algorithm.Then,using control theory,we study the steady-state conditions for the charging control algorithm andarrive to the conclusion that welfare maximization used with concave utility function cannot lead to the optimal valley-filling solution when combined to dynamic pricing (this being due to the monotony of the real-time willingness to pay,a quantity proportional to the first derivative of the utility according to the real-time state of charge).On the other hand,we show that the control architecture (obtained from the decentralized formulation of the welfare maximization) can advantageously be adapted.Indeed,we show that using chargingflexibility to define the real-time willingness to pay is a solution that respect the convergence criteria (i.e. solvability condition for the valley-filling problem) and can even allow a generalization of the model to better fit real market mechanisms.Simulation results show significant Peak-Valley Difference reduction with minimal charging cost,without jeopardizing the final State of Charge.The proposed procedure requires no communication between vehicles,and ensures full charging to the level required by the user. It offers a minimal amount of centralized computation that does not suffer from curse of dimensionality as no vehicle specific information is required.
其他文献
有限元法,也称有限单元法或有限元素法,在计算机辅助工程CAE中占有重要的位置。随着现代力学、计算数学以及计算机技术在软、硬件方面的发展,有限元分析在理论和应用技术方面都
PID控制器自从问世以来,就一直是工业过程控制中最主要的控制方式。但是随着现代工业的发展,人们面临的被控对象越来越复杂,应用常规PID控制,控制精度和鲁棒性较低。模糊控制技术
随着我国用电需求的快速攀升,而电源、电网的建设速度又相对缓慢,电压稳定问题日益突出,电压崩溃的威胁不断加剧。大规模互联电网对运行和控制技术提出了更高要求,由于“厂网分开、竞价上网”的电力市场化改革,电网将越来越接近极限运行,电网潮流的快速变化对电网的安全稳定运行提出了更高要求;电气联系的加强,使得事故扰动范围扩大,如果稳定措施不合理,运行监测系统功能不健全,对电压崩溃性事故缺乏足够的预见性和对策,
局部复杂场地条件对地表地震动的影响一直以来是地震工程中较受重视的研究课题之一。由于计算尺度及人工边界条件的限制,需要求解方程组的隐式计算方法往往无法完成分析,而时
随着我国经济的快速发展,能源问题越显突出,从2002年夏季开始的电力短缺现象,直至部分地区出现了拉闸限电;同时第三产业的发展使得夏季空调负荷越来越大,电网夏季尖峰负荷不断刷新,峰谷差不断加大。目前全国不少地区都实施了峰谷分时电价、两部制电价、空调限温措施、冰蓄冷空调等夏季电力需求侧管理(Demand Side Management,DSM)措施。为提高夏季电力需求侧管理的水平,更好地通过电力负荷控
基于电压源型换流器(voltage source converter,VSC)的柔性直流输电技术具有有功无功控制解耦、能连接无源网络等优点,且不存在换相失败问题。采用柔性直流输电技术构建直流电网是实现大规模新能源并网和远距离外送的优选方案。小信号稳定性是柔性直流电网运行与规划中需要重点关注的问题之一。目前关于柔性直流电网的小信号模型和小信号稳定性分析尚缺乏规范化的建模和系统性的分析。本文围绕柔性直
  本文采用非线性有限元法对橡胶类材料Ⅰ型裂纹尖端区域进行了计算,给出了不同大小均布拉应力作用时该区域的变形形貌,以验证扩张区与收缩区存在的理论预测。  本文运用大
工程实际中,开口薄壁杆件的应用愈发广泛,对其极限承载力的研究也愈发重要。近年来提出弹性模量缩减法(EMRM),建立新的弹性模量调整策略(变形能守恒原理),根据广义屈服准则,据此迭代
广域相量测量技术的发展提高了电力系统的可观性,近年来在暂态稳定分析领域得到重视和应用。本文在综述暂态稳定分析方法的基础上,结合广域相量测量技术,研究系统故障后暂态行为的内在机理,提出了一种适合于暂态稳定监测的PMU优化配置方案和基于PMU局部量测数据的轨迹分析方法。该方法研究了在广域测量系统不能覆盖全网的情况下,如何提取有效信息以分析系统暂态稳定性。首先基于慢同调方法研究了大扰动下的同调机群识别问
本文所研究的内容主要分为两部分:一部分是研究金属基复合材料制成的功能梯度板的抗侵彻性能。由于金属基复合材料的优越性,科研人员已经对多种不同的增强颗粒和体积含量的金