Smart grid sensor data collection, communication, and networking: a tutorial

被引:89
作者
Kayastha, Nipendra [1 ]
Niyato, Dusit [1 ]
Hossain, Ekram [2 ]
Han, Zhu [3 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
[2] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 2N2, Canada
[3] Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA
关键词
smart grid; sensor data collection and sensing; TO-MACHINE COMMUNICATIONS; POWER-LINE COMMUNICATION; SIGNAL RECOVERY; STATE ESTIMATOR; SYSTEM; AGGREGATION; ATTACKS;
D O I
10.1002/wcm.2258
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The smart grid is an innovative energy network that will improve the conventional electrical grid network to be more reliable, cooperative, responsive, and economical. Within the context of the new capabilities, advanced data sensing, communication, and networking technology will play a significant role in shaping the future of the smart grid. The smart grid will require a flexible and efficient framework to ensure the collection of timely and accurate information from various locations in power grid to provide continuous and reliable operation. This article presents a tutorial on the sensor data collection, communications, and networking issues for the smart grid. First, the applications of data sensing in the smart grid are reviewed. Then, the requirements for data sensing and collection, the corresponding sensors and actuators, and the communication and networking architecture are discussed. The communication technologies and the data communication network architecture and protocols for the smart grid are described. Next, different emerging techniques for data sensing, communications, and sensor data networking are reviewed. The issues related to security of data sensing and communications in the smart grid are then discussed. To this end, the standardization activities and use cases related to data sensing and communications in the smart grid are summarized. Finally, several open issues and challenges are outlined. Copyright (C) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码:1055 / 1087
页数:33
相关论文
共 153 条
[51]  
Electric Power Research Institute (EPRI), 2006, INT CONS PORT TEL AS
[52]  
Energy Axis, ELST
[53]  
EnerNex Corporation, SMART GRID STAND ASS
[54]  
European Commission Research, EUR SMART GRIDS TECH
[55]   Toward Intelligent Machine-to-Machine Communications in Smart Grid [J].
Fadlullah, Zubair Md. ;
Fouda, Mostafa M. ;
Kato, Nei ;
Takeuchi, Akira ;
Iwasaki, Noboru ;
Nozaki, Yousuke .
IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (04) :60-65
[56]   The Path of the Smart Grid [J].
Farhangi, Hassan .
IEEE POWER & ENERGY MAGAZINE, 2010, 8 (01) :18-28
[57]   Multigate Communication Network for Smart Grid [J].
Gharavi, Hamid ;
Hu, Bin .
PROCEEDINGS OF THE IEEE, 2011, 99 (06) :1028-1045
[58]   Smart Grid: The Electric Energy System of the Future [J].
Gharavi, Hamid ;
Ghafurian, Reza .
PROCEEDINGS OF THE IEEE, 2011, 99 (06) :917-921
[59]   Wanted: A More Intelligent Grid [J].
Giri, Jay ;
Sun, David ;
Avila-Rosales, Rene .
IEEE POWER & ENERGY MAGAZINE, 2009, 7 (02) :34-40
[60]  
Gonzalez OA, 2005, 2005 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS, COMMUNICATIONS AND MOBILE COMPUTING, VOLS 1 AND 2, P564