A trust-region based sequential linear programming approach for AC optimal power flow problems

作者: L.P.M.I. Sampath , Bhagyesh V. Patil , H.B. Gooi , J.M. Maciejowski , K.V. Ling

DOI: 10.1016/J.EPSR.2018.09.002

关键词:

摘要: Abstract This study proposes a new trust-region based sequential linear programming algorithm to solve the AC optimal power flow (OPF) problem. The OPF problem is solved by linearizing cost function, balance and engineering constraints of system, followed control validity model. To alleviate problems associated with infeasibilities approximation, feasibility restoration phase introduced. uses original nonlinear quickly locate feasible point when approximation infeasible. follows convergence criteria satisfy first order optimality conditions for Studies on standard IEEE systems large-scale Polish show an acceptable quality set best-known solutions substantial improvement in computational time, scaling proportional network size.

参考文章(35)
Richard H. Byrd, Jorge Nocedal, Richard A. Waltz, Knitro: An Integrated Package for Nonlinear Optimization Springer, Boston, MA. pp. 35- 59 ,(2006) , 10.1007/0-387-30065-1_4
Zhijun Qin, Yunhe Hou, Yiping Chen, Convex envelopes of optimal power flow with branch flow model in rectangular form power and energy society general meeting. pp. 1- 5 ,(2015) , 10.1109/PESGM.2015.7286234
Hassan Hijazi, Carleton Coffrin, Pascal Van Hentenryck, Polynomial SDP cuts for Optimal Power Flow 2016 Power Systems Computation Conference (PSCC). pp. 1- 7 ,(2016) , 10.1109/PSCC.2016.7540908
Florin Capitanescu, Louis Wehenkel, Experiments with the interior-point method for solving large scale optimal power flow problems Electric Power Systems Research. ,vol. 95, pp. 276- 283 ,(2013) , 10.1016/J.EPSR.2012.10.001
Dzung Phan, Jayant Kalagnanam, Some Efficient Optimization Methods for Solving the Security-Constrained Optimal Power Flow Problem IEEE Transactions on Power Systems. ,vol. 29, pp. 863- 872 ,(2014) , 10.1109/TPWRS.2013.2283175
S. Pajic, K.A. Clements, Power system state estimation via globally convergent methods IEEE Transactions on Power Systems. ,vol. 20, pp. 1683- 1689 ,(2005) , 10.1109/TPWRS.2005.857383
Waqquas A. Bukhsh, Andreas Grothey, Ken I. M. McKinnon, Paul A. Trodden, Local Solutions of the Optimal Power Flow Problem IEEE Transactions on Power Systems. ,vol. 28, pp. 4780- 4788 ,(2013) , 10.1109/TPWRS.2013.2274577
Wang Min, Liu Shengsong, A trust region interior point algorithm for optimal power flow problems International Journal of Electrical Power & Energy Systems. ,vol. 27, pp. 293- 300 ,(2005) , 10.1016/J.IJEPES.2004.12.001
Wanxing Sheng, Ke-yan Liu, Sheng Cheng, Optimal power flow algorithm and analysis in distribution system considering distributed generation Iet Generation Transmission & Distribution. ,vol. 8, pp. 261- 272 ,(2014) , 10.1049/IET-GTD.2013.0389