Title :
Dynamic Economic Dispatch Considering Transmission Losses Using Quadratically Constrained Quadratic Program Method
Author :
Haiwang Zhong ; Qing Xia ; Yang Wang ; Chongqing Kang
Author_Institution :
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
Abstract :
In response to the challenges brought on by the energy conservation based generation dispatch (ECGD) in China, a dynamic economic dispatch model that considers transmission losses (DED-TL) and a new solution framework are proposed to improve the accuracy, efficiency, and robustness of generation scheduling. Transmission losses are presented explicitly in the model so that the total energy consumption, consisting of both the generators´ operation costs and also the transmission losses, can be well considered. The model is formulated as a quadratically constrained quadratic program (QCQP) problem that can be solved by commercial solvers. A penalty-based algorithm is proposed to address the virtual transmission loss problem brought on by negative nodal marginal costs. Three cases-a 6-bus system, the IEEE 30-bus system, and a 2746-bus system based on the electric energy system of Poland-are employed in numerical experiments to demonstrate the effectiveness of the proposed method. The results show that the better scheduling results in higher accuracy, and that good computational efficiency can be acquired via the proposed method.
Keywords :
IEEE standards; energy conservation; load dispatching; power transmission economics; quadratic programming; scheduling; 2746-bus system; 6-bus system; China; DED-TL; ECGD; IEEE 30-bus system; Poland; QCQP problem; computational efficiency; dynamic economic dispatch model; electric energy system; energy conservation based generation dispatch; generation scheduling; generator operation costs; negative nodal marginal costs; penalty-based algorithm; quadratically constrained quadratic program method; scheduling; total energy consumption; transmission losses; virtual transmission loss problem; Dynamic economic dispatch (DED); energy conservation based generation dispatch (ECGD); quadratically constrained quadratic program (QCQP); transmission losses;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2254503