Comparative evaluation of neural-network-based and PI current controllers for HVDC transmission

Journal Article · Sun May 01 00:00:00 EDT 1994 · IEEE Transactions on Power Electronics (Institute of Electrical and Electronics Engineers); (United States)

DOI:https://doi.org/10.1109/63.311262· OSTI ID:7190953

Sood, V K; Kandil, N; Patel, R V; Khorasani, K ^[1]

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1. Concordia Univ., Montreal, Quebec (Canada). Dept. of Electrical and Computer Engineering

An investigation into a neural network (NN)-based controller, composed of a NN trained off-line in parallel with a NN trained on-line, is described in this paper. This NN controller has the potential of replacing the PI controller traditionally used for HVDC transmission systems. A theoretical basis for the operational behavior of the individual NN controllers is presented. Comparisons between the responses obtained with the NN and PI controllers for the rectifier of an HVDC transmission system are made under typical system perturbations and faults.

• OSTI ID: 7190953
• Journal Information: IEEE Transactions on Power Electronics (Institute of Electrical and Electronics Engineers); (United States), Vol. 9:3; ISSN 0885-8993
• Country of Publication: United States
• Language: English

Related Subjects

24 POWER TRANSMISSION AND DISTRIBUTION
HVDC SYSTEMS
COMPUTERIZED CONTROL SYSTEMS
NEURAL NETWORKS
PERFORMANCE
TRAINING
PARALLEL PROCESSING
CONTROL SYSTEMS
DC SYSTEMS
EDUCATION
ENERGY SYSTEMS
ON-LINE CONTROL SYSTEMS
ON-LINE SYSTEMS
POWER SYSTEMS
PROGRAMMING
240202* - Power System Networks
Transmission & Distribution- DC Systems- (1990-)