Han Gao, Chang Yang, Zhengshuo Li, et al. Modified Rank Minimization Algorithm for Dispatch in Nonconvex Dynamic Natural Gas Systems[J]. CSEE Journal of Power and Energy Systems, 2026, 12(2): 982-990.
DOI:
Han Gao, Chang Yang, Zhengshuo Li, et al. Modified Rank Minimization Algorithm for Dispatch in Nonconvex Dynamic Natural Gas Systems[J]. CSEE Journal of Power and Energy Systems, 2026, 12(2): 982-990. DOI: 10.17775/CSEEJPES.2023.00600.
Modified Rank Minimization Algorithm for Dispatch in Nonconvex Dynamic Natural Gas Systems
and gas systems in an integrated energy system (IES) can effectively improve the energy systems' economy
safety
and reliability. However
the natural gas system is dynamic and is modeled by complex nonconvex constraints
which makes the natural gas system dispatch model difficult to solve effectively. This poses a serious challenge to the optimal dispatch of the IES with a natural gas system. Inspired by a recent novel rank minimization algorithm (NRMA)
this paper proposes a modified rank minimization algorithm (MRMA)
which overcomes the infeasibility issue of the NRMA and can efficiently solve the dynamic natural gas system (DNGS) dispatch problem. Moreover
binary search and acceleration approaches are proposed to improve the MRMA's computational efficiency
surpassing the NRMA and the conventional interior point method. Numerical tests demonstrate that MRMA can solve DNGS dispatch problems much more efficiently than conventional methods.
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references
24. MOSEK ApS, The MOSEK optimization toolbox for MATLAB manual . [Online ] . Available: http://docs.mosek.com/9.0/toolbox/index.html, Jan. 21, 2023.
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