电力系统保护与控制2025，Vol.53Issue(13)：105-116,12.DOI:10.19783/j.cnki.pspc.241285
计及非理想传输的虚拟电厂设备异构通信网络接入选择算法
Heterogeneous communication network access selection algorithm for virtual power plants considering non-ideal transmission
摘要
Abstract
Virtual power plants(VPPs)can leverage heterogeneous networks to aggregate and dispatch distributed renewable energy resources,thereby enhancing overall system benefits.To improve the VPP's performance under non-ideal transmission conditions,such as packet loss and delay across different networks,a device access optimization algorithm for heterogeneous communication networks is proposed.First,the constraints of VPP devices,such as charging/discharging capacity,power generation characteristics,access network delay,and network carrying capacity are analyzed and summarized.An optimization model is then developed to minimize revenue loss by considering the packet loss rate and theoretical delay performance under heterogeneous networks.Next,the hierarchical solution and greedy algorithm are used to solve the model to obtain the access mode of the device.Finally,simulations verify the effectiveness and reliability of the proposed model and algorithm.The results show that the proposed algorithm improves the network access capacity,reduces system revenue loss,and maximizes overall gains.关键词
虚拟电厂/功率调度/无线接入/异构通信网络/数据丢包/通信时延Key words
virtual power plant(VPP)/power scheduling/wireless access/heterogeneous communication network/packet loss/communication delay引用本文复制引用
陈智雄,唐逸凡,苏新鹏..计及非理想传输的虚拟电厂设备异构通信网络接入选择算法[J].电力系统保护与控制,2025,53(13):105-116,12.基金项目
This work is supported by the National Natural Science Foundation of China(No.61601182). 国家自然科学基金项目资助(61601182) （No.61601182）
中央高校科研业务费专项基金资助(2023MS113) （2023MS113）
