Monitoring the smart grid incorporating turbines and vehicles

Rana, Md M., Xiang, Wei, Wang, Eric, and Li, Xuehua (2018) Monitoring the smart grid incorporating turbines and vehicles. IEEE Access, 6. pp. 45485-45492.

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Abstract

In contrast to the traditional filtering approaches, this paper presents a message passing algorithm for multi-area interconnected power systems. The interconnected power system incorporating the thermal turbines and electrical vehicles is expressed as a state-space framework. The phasor measurement units are used to obtain the system state information. After receiving the sensing information at the energy management systems, the factor graph based message passing algorithm is developed. This algorithm can estimate the system states in a distributed way considering the Baysian network. Simulation result shows that the developed scheme can be well estimated the system states.

Item ID: 55760
Item Type: Article (Research - C1)
ISSN: 2169-3536
Keywords: factor graph, interconnected power systems, smart grid, state estimation
Copyright Information: Copyright © 2018, IEEE
Funders: National Natural Science Foundation of China (NNSFC)
Projects and Grants: NNSFC 61628102
Date Deposited: 03 Oct 2018 09:26
FoR Codes: 40 ENGINEERING > 4008 Electrical engineering > 400805 Electrical energy transmission, networks and systems @ 100%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%
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