期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
计及负荷分类及其需求响应的配电网设备利用率提高方法 被引量:11
1
作者 张静 尚光伟 +3 位作者 龚正国 李婷婷 惠峥 崔文婷 《电网与清洁能源》 北大核心 2021年第2期50-56,63,共8页
为提高配电网设备能源利用率,提出一种计及负荷分类及其需求响应的配电网设备能源利用率提高方法。采用LSTM自编码器对典型日负荷进行特征提取,再用改进Kmeans负荷聚类算法对特征序列进行聚类分析。基于负荷分类结果建立计及分类负荷分... 为提高配电网设备能源利用率,提出一种计及负荷分类及其需求响应的配电网设备能源利用率提高方法。采用LSTM自编码器对典型日负荷进行特征提取,再用改进Kmeans负荷聚类算法对特征序列进行聚类分析。基于负荷分类结果建立计及分类负荷分时需求响应的配电网设备能源利用率优化模型,该模型以设备能源利用率和用户满意度最大为目标。算例分析结果表明,所提方法能更好地激发各类负荷需求响应潜力,通过分类负荷分时需求响应引导用户削峰填谷,有效提高配电网能源利用率;通过合理设置能源利用率和用户满意度目标权重,实现系统能源利用率和用户满意度的平衡。 展开更多
关键词 设备能源利用率 深度学习 分类负荷需求响应 用户满意度 负荷聚类
下载PDF
Energy Efficient Power Allocation for Relay-Aided D2D Communications in 5G Networks 被引量:13
2
作者 Ru Wang Jia Liu +2 位作者 Guopeng Zhang Shuanghong Huang Ming Yuan 《China Communications》 SCIE CSCD 2017年第6期54-64,共11页
As one of the key technologies for the fifth generation(5G) wireless networks,device-to-device(D2D) communications allow user equipment(UE) in close proximity to communicate with each other directly.Forwarded by a rel... As one of the key technologies for the fifth generation(5G) wireless networks,device-to-device(D2D) communications allow user equipment(UE) in close proximity to communicate with each other directly.Forwarded by a relay,the relay-aided D2D(RA-D2D) communications can not only be applied to communications in much longer distance but also achieve a high quality of service(Qo S) .In this paper,we first propose a two-layer system model allowing RA-D2 D links to underlay traditional cellular uplinks.Then we maximize the energy efficiency of the RA-D2 D link while satisfying the minimum data-rate of the cellular link.The optimal transmit power at both D2 D transmitter and D2 D relay sides is obtained by transforming the nonlinear fractional programming into a nonlinear parameter programming.Simulation results show that our proposed power allocation method is more energy efficient than the existing works,and the proposed RA-D2 D scheme outperformed direct D2 D scheme when the distance between two D2 D users is longer. 展开更多
关键词 D2D communication relay-aided underlay green communication energy efficiency power allocation
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部