边缘计算在电力需求响应业务中的应用展望Application Prospect of Edge Computing in Power Demand Response Business
李彬;贾滨诚;曹望璋;田世明;祁兵;孙毅;朱伟义;郑爱霞;
摘要(Abstract):
电力自动需求响应业务的快速发展,引入了大量的智能终端,在云端进行集中式管理对IT基础设施提出了过高的要求。提出了一种将边缘计算技术应用于自动需求响应业务的设想,并基于欧洲电信标准化协会提出的边缘计算框架,依据IEC 62939智能电网用户接口的标准划分,设计了自动需求响应边缘计算(automated demand response edge computing,ADR-EC)节点的分层架构模型。分别给出了ADR-EC节点的功能层、信息层、通信层设计方案及应用示例,最后结合自动需求响应业务的发展剖析了未来边缘计算大规模应用所面临的问题与挑战。
关键词(KeyWords): 边缘计算;自动需求响应;智能电网用户接口;能源互联网;分层标准化
基金项目(Foundation): 国家电网公司科技项目(SGSDWH00YXJS1700394)~~
作者(Author): 李彬;贾滨诚;曹望璋;田世明;祁兵;孙毅;朱伟义;郑爱霞;
Email:
DOI: 10.13335/j.1000-3673.pst.2017.1548
参考文献(References):
- [1]Shi W,Cao J,Zhang Q,et al.Edge computing:vision and challenges[J].IEEE Internet of Things Journal,2016,3(5):637-646.
- [2]施巍松,孙辉,曹杰,等.边缘计算:万物互联时代新型计算模型[J].计算机研究与发展,2017,54(5):907-924.Shi Weisong,Sun Hui,Cao Jie,et al.Edge computing-an emerging computing model for the internet of everything[J].Journal of Computer Research and Development,2017,54(5):907-924(in Chinese).
- [3]尹东明.MEC构建面向5G网络构架的边缘云[J].电信网技术,2016(11):43-46.Yin Dongming.MEC build the 5G-oriented edge cloud[J].Telecommunications Network Technology,2016(11):43-46(in Chinese).
- [4]钱志鸿,王雪.面向5G通信网的D2D技术综述[J].通信学报,2016,37(7):1-14.Qian Zhihong,Wang Xue.Reviews of D2D technology for 5G communication network[J].Journal on Communication,2016,37(7):1-14(in Chinese).
- [5]戴晶,陈丹,范斌.移动边缘计算促进5G发展的分析[J].邮电设计技术,2016(7):4-8.Dai Jing,Chen Dan,Fan Bin.Analysis of mobile edge computing promoting 5G development[J].Designing Techniques of Posts and Telecommunications,2016(7):4-8(in Chinese).
- [6]European Telecommunications Standards Institute.Mobile edge computing(MEC)framework and reference architecture:GS MEC 003V1.1.1[S].France,Nice:ETSI,2016-03.
- [7]Aliu O G,Niephaus C,Kretschmer M.Wireless backhaul for mobile edge computing[C]//IEEE Netsoft Conference and Workshops.Seoul,South Korea:IEEE,2016:349-350.
- [8]Ahmed A,Ahmed E.A survey on mobile edge computing[C]//International Conference on Intelligent Systems and Control.Coimbatore,India:IEEE,2016.
- [9]Li H,Shou G,Hu Y,et al.Mobile edge computing:progress and challenges[C]//IEEE International Conference on Mobile Cloud Computing,Services,and Engineering.Oxford,UK:IEEE,2016:83-84.
- [10]Salman O,Elhajj I,Kayssi A,et al.Edge computing enabling the Internet of Things[C]//Internet of Things.Milan,Italy:IEEE,2015:603-608.
- [11]俞一帆,任春明,阮磊峰,等.移动边缘计算技术发展浅析[J].电信网技术,2016(11):59-62.Yu Yifan,Ren Chunming,Ruan Leifeng,et al.Development of mobile edge computing technology[J].Telecommunications Network Technology,2016(11):59-62(in Chinese).
- [12]张建敏,谢伟良,杨峰义,等.移动边缘计算技术及其本地分流方案[J].电信科学,2016(7):132-139.Zhang Jianmin,Xie Weiliang,Yang Fengyi,et al.Mobile edge computing and application in traffic offloading[J].Telecommunications Science,2016(7):132-139(in Chinese).
- [13]祁兵,柏慧,陈宋宋,等.基于互联网家电的需求响应聚合系统信息接口研究与设计[J].电网技术,2016,40(12):3918-3922.Qi Bing,Bai Hui,Chen Songsong,et al.Research and design of aggregate system information interface based on demand response of internet appliance[J].Power System Technology,2016,40(12):3918-3922(in Chinese).
- [14]Apurva M,Daisuke M.Towards secure demand-response systems on the cloud[C]//2014 IEEE International Conference on Distributed Computing in Sensor Systems.Marina Del Rey,CA,USA:IEEE,2014:361-366.
- [15]Industrial Internet Consortium.The industrial internet of things volume G1:reference architecture V1.80:IIC:PUB:G1:V1.80[S].USA Massachusetts:IIC,2017-01-31.
- [16]Ninagawa C,Iwahara T,Suzuki K.Enhancement of Open ADR communication for flexible fast ADR aggregation using TRAP mechanism of IEEE 1888 protocol[C]//IEEE International Conference on Industrial Technology.Seville,Spain:IEEE,2015:2450-2454.
- [17]Moghaddam M H Y,Leon-Garcia A,Moghaddassian M.On the performance of distributed and cloud-based demand response in smart grid[EB/OL].2017[2017-06-15].http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7888608.
- [18]华镕.边缘计算的应用及未来挑战[J].自动化博览,2017(2):52-53.Hua Rong.Applications and future challenges of edge computing[J].Automation Panorama,2017(2):52-53(in Chinese).
- [19]李福昌,李一喆,唐雄燕,等.MEC关键解决方案与应用思考[J].邮电设计技术,2016(11):81-86.Li Fuchang,Li Yizhe,Tang Xiongyan,et al.Considerations on the key solutions and applications of MEC[J].Designing Techniques of Posts and Telecommunications,2016(11):81-86(in Chinese).
- [20]李栋.边缘计算在智能制造中的解决方案[J].自动化博览,2017(1):74-77.Li Dong.The solution of edge computing in intelligent manufacturing[J].Automation Panorama,2017(1):74-77(in Chinese).
- [21]蒋鑫.MEC整体解决方案及典型应用场景研究[J].电信技术,2015(12):7-8,12.Jiang Xin.MEC Solution and typical application scenarios[J].Telecommunications Technology,2015(12):7-8,12(in Chinese).
- [22]顾为东.能源4.0:重塑经济结构——互联网技术与智慧能源[J].中国工程科学,2015,17(3):4-9.Gu Weidong.Energy 4.0:constructing the economic structure,internet technology and smart energy[J].Engineer Science,2015,17(3):4-9(in Chinese).
- [23]高赐威,梁甜甜,李扬.自动需求响应的理论与实践综述[J].电网技术,2014,38(2):352-359.Gao Ciwei,Liang Tiantian,Li Yang.A survey on theory and practice of automated demand response[J].Power System Technology,2014,38(2):352-359(in Chinese).
- [24]International Electrotechnical Commission.Smart grid user interface part 1:interface overview and country perspectives:IEC 62939-1[S].Geneva:IEC,2015.
- [25]International Electrotechnical Commission.Smart grid user interface part 2:Architecture and requirements:IEC 62939-2[S].Geneva:IEC,2015.
- [26]Institute of Electrical and Electronics Engineers.IEEE 2030.5 Smart Energy Profile 2.0[S].New York:IEEE,2017
- [27]闫华光,陈宋宋,杜重阳,等.智能电网电力需求响应标准体系研究与设计[J].电网技术,2015,39(10):2685-2689.Yan Huaguang,Chen Songsong,Du Chongyang,et al.Research and design of power demand response standard system about smart grid[J].Power System Technology,2015,39(10):2685-2689(in Chinese).
- [28]陈宋宋,闫华光,李德智,等.我国需求响应标准体系研究综述[J].供用电,2017,34(3):9-15.Chen Songsong,Yan Huaguang,Li Dezhi,et al.A review of the research on demand response standard system in China[J].Distribution&Utilization,2017,34(3):9-15(in Chinese).
- [29]王力科,杨胜春,曹阳,等.需求响应国际标准体系架构研究[J].中国电机工程学报,2014,34(22):3601-3607.Wang Like,Yang Shengchun,Cao Yang,et al.A study on demand response international standard architecture[J].Proceedings of the CSEE,2014,34(22):3601-3607(in Chinese).
- [30]张晶,王婷,李彬.电力需求响应技术标准化研究[J].中国电机工程学报,2014,34(22):3623-3629.Zhang Jing,Wang Ting,Li Bin.Research on technical standardization for electric demand response[J].Proceedings of the CSEE,2014,34(22):3623-3629(in Chinese).
- [31]OASIS.Energy Interoperation(EI)Version 1.0[EB/OL].Burlington:OASIS Committee,2014[2016-02-05].http://docs.oasis-open.org/energyinterop/ei/v1.0/cs03/energyinterop-v1.0-cs03.html.
- [32]OASIS.Energy Market Information Exchange(EMIX)Version 1.0[EB/OL].Burlington:OASIS Committee,2012[2016-01-05].http://docs.oasis-open.org/emix/emix/v1.0/cs02/emix-v1.0-cs02.pdf.
- [33]OASIS.WS-calendar version 1.0[EB/OL].Burlington:OASIS Committee,2011[2016-01-08].http://docs.oasis-open.org/wscalendar/ws-calendar-spec/v1.0/cs01/ws-calendar-spec-v1.0-cs01.pdf.
- [34]OASIS.OBIX version 1.1[EB/OL].Burlington:OASIS Committee,2013[2016-02-18].http://docs.oasis-open.org/obix/obix/v1.1/csprd 02/obix-v1.1-csprd02.pdf.
- [35]中国国家标准化管理委员会.电力需求响应系统通用技术规范:GB/T 32672-2016[S].北京:中国标准出版社,2016-11-01.
- [36]Open ADR Alliance.Open ADR 2.0 profile specification a profile[EB/OL].Morgan Hill:California Energy Commission,2011-12[2015-11-02].https://openadr.memberclicks.net/assets/Do Not Change/openadr%202%200a%20profile%20specification_v1.0.zip.
- [37]Open ADR Alliance.Open ADR 2.0 profile specification b profile[EB/OL].Morgan Hill:California Energy Commission,2013-07[2015-12-21].https://openadr.Memberclicks.net/assets/Do Not Change/openadr_2_0b_profile_specification_v1.1_package_public.zip.
- [38]Varghese B,Wang N,Barbhuiya S,et al.Challenges and Opportunities in Edge Computing[C]//IEEE International Conference on Smart Cloud.New York,NY,USA:IEEE,2016:20-26.
- [39]Zhang Q,Zhang X,Zhang Q,et al.Firework:big data sharing and processing in collaborative edge environment[C]//IEEE Workshop on Hot Topics in Web Systems and Technologies.Piscataway,Washington,DC,USA:IEEE,2016:20-25.
- [40]祁兵,张荣,李彬,等.自动需求响应信息交换接口设计[J].中国电机工程学报,2014,34(31):5590-5596.Qi Bing,Zhang Rong,Li Bin,et al.Design of automated demand response information exchange interface[J].Proceedings of the CSEE,2014,34(31):5590-5596(in Chinese).