电力系统自动化
電力繫統自動化
전력계통자동화
AUTOMATION OF ELECTRIC POWER SYSTEMS
2015年
17期
114-119,133
,共7页
云计算%并行 Apriori 算法%用电行为%智能用电
雲計算%併行 Apriori 算法%用電行為%智能用電
운계산%병행 Apriori 산법%용전행위%지능용전
cloud computing%parallel Apriori algorithm%electricity consumption behavior%smart power utilization
对智能小区的居民用电行为展开研究,基于云计算平台和并行关联规则 Apriori 算法,挖掘出了用户用电行为间的关联规则,根据挖掘出的关联规则使用遗传算法对家庭用电时间分布进行合理规划,达到经济用电的目标,给出了行之有效的智能用电策略。由供电局将用户的智能用电策略以短信等交互方式传递给智能用电家庭。经实例验证,文中基于云计算平台和并行 Apriori 算法的居民用电行为分析结果是有效的,可使居民高效智能用电,节约家庭能耗。
對智能小區的居民用電行為展開研究,基于雲計算平檯和併行關聯規則 Apriori 算法,挖掘齣瞭用戶用電行為間的關聯規則,根據挖掘齣的關聯規則使用遺傳算法對傢庭用電時間分佈進行閤理規劃,達到經濟用電的目標,給齣瞭行之有效的智能用電策略。由供電跼將用戶的智能用電策略以短信等交互方式傳遞給智能用電傢庭。經實例驗證,文中基于雲計算平檯和併行 Apriori 算法的居民用電行為分析結果是有效的,可使居民高效智能用電,節約傢庭能耗。
대지능소구적거민용전행위전개연구,기우운계산평태화병행관련규칙 Apriori 산법,알굴출료용호용전행위간적관련규칙,근거알굴출적관련규칙사용유전산법대가정용전시간분포진행합리규화,체도경제용전적목표,급출료행지유효적지능용전책략。유공전국장용호적지능용전책략이단신등교호방식전체급지능용전가정。경실례험증,문중기우운계산평태화병행 Apriori 산법적거민용전행위분석결과시유효적,가사거민고효지능용전,절약가정능모。
The residential electricity consumption behaviors in smart residential areas are researched.Based on the cloud computing platform and parallel Apriori algorithm,association rules among residential electricity consumption behaviors are mined out.According to the mined association rules,the household electricity time consumption distribution is reasonably planned by the genetic algorithm to achieve the goal of economical power.An effective smart power utilization strategy is given.The power supply bureau can notify residents of the smart power strategies through short message service(SMS)or in other interactive ways. Experimental results show that the residential electricity consumption behavior based on cloud computing platform and parallel Apriori algorithm are effective in guiding residents to save home energy in efficient and intelligent use of power.