A Stochastic Multi-Objective Approach to Pilot Bus Selection for Secondary Voltage Regulation
- 16 March 2020
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 35 (4), 3262-3265
- https://doi.org/10.1109/tpwrs.2020.2981004
Abstract
This letter presents a multi-objective probabilistic model for the optimal selection of pilot buses in secondary voltage regulation (SVR) of transmission grids. The pilot-bus selection (PS) problem is formulated in the form of a stochastic multi-objective optimization problem (SMOP). The resultant SMOP is solved toward the non-dominated sorting genetic algorithm (NSGA-II) together with a fuzzy set theory. The applicability of the proposed PS model is examined on a classical test system as well as a practical transmission grid.Keywords
Funding Information
- Ministry of Science and Technology, Taiwan (MOST 107-2221-E-035-073, MOST 108-2628-E-035-001-MY2)
This publication has 11 references indexed in Scilit:
- Transmission Grid Secondary Voltage Control Method Using PMU DataIEEE Transactions on Smart Grid, 2016
- Pilot-Bus-Centered Automatic Voltage Control With High Penetration Level of Wind GenerationIEEE Transactions on Industry Applications, 2015
- Probabilistic determination of pilot points for zonal voltage controlIET Generation, Transmission & Distribution, 2012
- A fuzzy environmental-technical-economic model for distributed generation planningEnergy, 2011
- Immune-based selection of pilot nodes for secondary voltage controlEuropean Transactions on Electrical Power, 2010
- Stochastic Security-Constrained Unit CommitmentIEEE Transactions on Power Systems, 2007
- Survey of multi-objective optimization methods for engineeringStructural and Multidisciplinary Optimization, 2004
- A fast and elitist multiobjective genetic algorithm: NSGA-IIIEEE Transactions on Evolutionary Computation, 2002
- Pilot‐bus selection for secondary voltage controlEuropean Transactions on Electrical Power, 1993
- Secondary voltage control using pilot point informationIEEE Transactions on Power Systems, 1988