Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1757612 | Journal of Natural Gas Science and Engineering | 2015 | 9 Pages |
•Linking security constrained unit commitment of power systems with natural gas transmission networks.•The hourly uncertainties in natural gas transmission are modeled by fuzzy logic.•Proposing a linear model for fuzzy decision making in natural gas transmission scheduling.•Discussing the effect of uncertainties in transmission gas system on SCUC of power systems.
This paper presents a formulation of fuzzy optimization for uncertainties in natural gas in fuel constraints for hourly individual unit and total unit fuel consumptions. Security Constrained Unit Commitment (SCUC) is usually a mixed integer programming and gas load flow has a non-linear equation a genetic algorithm is proposed to solve natural gas transmission network. A fuzzy mixed integer programming optimization is briefly discussed and adapted to deal with security constrained unit commitment schedule. Finally, two case studies are investigated (IEEE 6-bus system with 7-node natural gas transmission grid and the IEEE 118-bus power system linked with 14-node gas transmission test system) and the SCUC results are discussed and compared for the both cases of fuzzy constraints and crisp model.