全能型供电支撑平台及负荷预测系统研究
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摘要
提升乡镇供电所智能化建设,推动营配业务一体化发展,构建全能型乡镇供电所,是强化供电所管理水平,提升服务质量,充分调动基层人员积极性的重要保障。为提升全能型供电支撑平台的建设水平,对供电所规划平台进行了结构设计,并规划系统和子系统的结构,开发了相应的全能型供电支撑平台和负荷预测系统。为了提高配电网负荷预测精度,采用人工蜂群算法对BP算法进行优化处理,将改进后的BP算法应用于配电网负荷预测。将该平台运行在福建省基层供电所,运行结果验证了该平台的可靠性及负荷预测系统的准确性。
The development of business integration,build universal township power substation,is to strengthen the power substation management level,improve service quality,fully mobilize the enthusiasm of the grassroots workers.In order to promote the construction level of universal power supply support platform,has carried on the structure design of power substation planning platform,and planning system and the subsystem structure,develop the corresponding universal power supply support platform.In order to improve the distribution network load forecasting accuracy,using artificial swarm algorithm to optimize BP algorithm,and the improved BP algorithm was applied to power load forecasting.The platform running in power substation at the grassroots level in Fujian province run results verify the reliability of the platform and the accuracy of load forecasting system.
The development of business integration,build universal township power substation,is to strengthen the power substation management level,improve service quality,fully mobilize the enthusiasm of the grassroots workers.In order to promote the construction level of universal power supply support platform,has carried on the structure design of power substation planning platform,and planning system and the subsystem structure,develop the corresponding universal power supply support platform.In order to improve the distribution network load forecasting accuracy,using artificial swarm algorithm to optimize BP algorithm,and the improved BP algorithm was applied to power load forecasting.The platform running in power substation at the grassroots level in Fujian province run results verify the reliability of the platform and the accuracy of load forecasting system.
引文
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[3]杨海涛,吉平,任远,等.特高压电网安全监控功能和技术需求分析[J].电网技术,2016,40(12):3741-3748.
[4]江能明.供电所仓储智能管理系统[J].农村电气化,2014(3):37-38.
[5]黄慧军,潘健.智能化低压配电网综合管理平台[J].农村电气化,2014(10):36-37.
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[7]李树广.电网监控与预警系统的研制[J].电网技术,2006(9):77-82.
[8]华光辉,吴福保,邱腾飞,等.微电网综合监控系统开发[J].电网与清洁能源,2013,29(4):40-45.
[9]张勇,张哲,严亚勤.智能电网调度控制系统电网实时监控与智能告警技术及其应用[J].智能电网,2015,3(9):850-855.
[10]蹇芳,李建泉,吴小云.基于IEC 61850标准的微电网监控系统[J].大功率变流技术,2012(2):26-29,54.
[11]陈聪,赵洪丹,宋柏岩,等.基于Hadoop技术的智能电网监控平台的设计[J].自动化技术与应用,2017,36(5):22-25.
[12]杜力,夏友斌,宋铭敏,等.调控一体化模式下地区电网监控风险管控研究[J].电力安全技术,2014,16(10):4-7.
[13]林立鹏,邹新梧,史天涌,等.基于电网工程监控平台的项目群管理研究与实践[J].电气时代,2016(4):79-85.
[14]李方军,韩旭杉,张驰.电网企业运营监控中心展示平台研究与设计[J].电力信息化,2012,10(6):77-81.
[15]何玉珠,张立彬,谭大鹏,等.基于DPWS的智能微电网监控系统的研究[J].太阳能学报,2015,36(12):2979-2985.
[16]杨鸿珍,俞伟杰,程路明,等.省级电网统一视频监控平台架构设计及关键技术研究[J].智能电网,2016,4(4):408-415.