Monitoring the Smart Grid Incorporating Turbines and Vehicles

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...

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Bibliographic Details
Published in:IEEE access 2018-01, Vol.6, p.45485-45492
Main Authors: Rana, MD M., Xiang, Wei, Wang, Eric, Li, Xuehua
Format: Article
Language:English
Subjects:
Algorithms
Bayesian analysis
Electric power systems
Energy management systems
Factor graph
Frequency control
HVDC transmission
interconnected power systems
Measuring instruments
Message passing
Phasors
Smart grid
State estimation
Turbines
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Summary: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.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2018.2818884