DCOPF-based LMP Simulation: Algorithm, Comparison with ACOPF, and Sensitivity
The locational marginal pricing (LMP) methodology has become the dominant approach in power markets. Moreover, the dc optimal power flow (DCOPF) model has been applied in the power industry to calculate locational marginal prices (LMPs), especially in market simulation and planning owing to its robustness and speed. In this paper, first, an iterative DCOPF-based algorithm is presented with the fictitious nodal demand (FND) model to calculate LMP. The algorithm has three features: the iterative approach is employed to address the nonlinear marginal loss; FND is proposed to eliminate the large mismatch at the reference bus if FND is not applied; and an offset of system loss in the energy balance equation is proved to be necessary because the net injection multiplied by marginal delivery factors creates doubled system loss. Second, the algorithm is compared with ACOPF algorithm for accuracy of LMP results at various load levels using the PJM 5-bus system. It is clearly shown that the FND algorithm is a good estimate of the LMP calculated from the ACOPF algorithm and outperforms the lossless DCOPF algorithm. Third, the DCOPF-based algorithm is employed to analyze the sensitivity of LMP with respect to the system load. The infinite sensitivity or step change in LMP is also discussed.
F. Li and R. Bo, "DCOPF-based LMP Simulation: Algorithm, Comparison with ACOPF, and Sensitivity," IEEE Transactions on Power Systems, vol. 22, no. 4, pp. 1475-1485, Institute of Electrical and Electronics Engineers (IEEE), Oct 2007.
The definitive version is available at https://doi.org/10.1109/TPWRS.2007.907924
Electrical and Computer Engineering
Keywords and Phrases
Algorithms; Electric Load Flow; Electric Load Management; Electric Power Systems; Electric Rates; Energy Balance; Iterative Methods; Sensitivity Analysis; Fictitious Nodal Demand; Locational Marginal Pricing; Optimal Power Flow; Electric Industry; DCOPF; Energy Management; Energy Markets; Fictitious Nodal Demand (FND); Locational Marginal Pricing (LMP); Marginal Loss Pricing; Optimal Power Flow (OPF; Power Markets; Power System Planning; Pricing
International Standard Serial Number (ISSN)
Article - Journal
© 2007 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
01 Oct 2007