Energy Management-as-a-Service Over Fog Computing Platform

被引:219
作者
Al Faruque, Mohammad Abdullah [1 ]
Vatanparvar, Korosh [1 ]
机构
[1] Univ Calif Irvine, Dept Elect & Comp Engn, Irvine, CA 92697 USA
来源
IEEE INTERNET OF THINGS JOURNAL | 2016年 / 3卷 / 02期
关键词
Control-as-a-service; fog computing; home energy management (HEM); Internet of Things (IoT); microgrid; networking platform; software-as-a-service; WIRELESS SENSOR NETWORKS; OF-THE-ART; INTERNET; SECURITY; PROTOCOL; DESIGN; SYSTEM;
D O I
10.1109/JIOT.2015.2471260
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
By introducing microgrids, energy management is required to control the power generation and consumption for residential, industrial, and commercial domains, e.g., in residential microgrids and homes. Energy management may also help us to reach zero net energy (ZNE) for the residential domain. Improvement in technology, cost, and feature size has enabled devices everywhere, to be connected and interactive, as it is called Internet of Things (IoT). The increasing complexity and data, due to the growing number of devices like sensors and actuators, require powerful computing resources, which may be provided by cloud computing. However, scalability has become the potential issue in cloud computing. In this paper, fog computing is introduced as a novel platform for energy management. The scalability, adaptability, and open source software/hardware featured in the proposed platform enable the user to implement the energy management with the customized control-as-services, while minimizing the implementation cost and time-to-market. To demonstrate the energy management-as-a-service over fog computing platform in different domains, two prototypes of home energy management (HEM) and microgrid-level energy management have been implemented and experimented.
引用
收藏
页码:161 / 169
页数:9
相关论文
共 50 条
  • [1] Aazam M., 2014, P IEEE FUT INT THING, P27
  • [2] Al Faruque MA, 2014, ASIA S PACIF DES AUT, P97, DOI 10.1109/ASPDAC.2014.6742873
  • [3] Angulo C., 2004, DISTRIBUTED INTELLIG, P1
  • [4] [Anonymous], 2013, INT C ADV CLOUD COMP
  • [5] [Anonymous], PNNL22169
  • [6] [Anonymous], INT EL VEH C IEVC
  • [7] [Anonymous], P ACM IEEE 6 INT C C
  • [8] [Anonymous], 2014, ISGT 2014, DOI DOI 10.1109/ISGT.2014.6816449
  • [9] Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards
    Baronti, Paolo
    Pillai, Prashant
    Chook, Vince W. C.
    Chessa, Stefano
    Gotta, Alberto
    Hu, Y. Fun
    [J]. COMPUTER COMMUNICATIONS, 2007, 30 (07) : 1655 - 1695
  • [10] Bonomi F, 2012, P 1 ED MCC WORKSH MO, P13, DOI [DOI 10.1145/2342509.2342513, 10.1145/2342509.2342513]