Title :
Nonlinear Medium-Term Hydro-Thermal Scheduling With Transmission Constraints
Author :
Martins, L.S.A. ; Azevedo, A.T. ; Soares, S.
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Campinas, Campinas, Brazil
Abstract :
In this paper, a nonlinear model for medium-term hydro-thermal scheduling problems with transmission constraints is presented. A nonlinear formulation of hydro power production functions of discharge and storage is used for proper representation of head variation in cascaded reservoirs. Transmission networks are formulated as a direct-current power flow model with support to load attainment over multiple levels representing peak and off-peak hours, enabling varying degrees of both network topology and load balance nodes representation over time stages. Sparse matrix structures that arise from the mathematical formulation allow fast decoupled computation of search directions in a primal-dual interior-point framework. Computational tests with very large case studies are presented. Analysis of numerical algorithm convergence is provided along with insightful optimal solution interpretative commentary.
Keywords :
DC transmission networks; convergence of numerical methods; hydroelectric power stations; hydrothermal power systems; load flow; network topology; power generation dispatch; power generation scheduling; reservoirs; sparse matrices; cascaded reservoirs; decoupled computation; direct current power flow model; hydropower production functions; load attainment; load balance nodes representation; mathematical formulation; medium-term hydrothermal scheduling; network topology; nonlinear model; numerical algorithm convergence analysis; power generation dispatch; primal-dual interior-point framework; sparse matrix; transmission constraints; transmission networks; Optimization; Production; Reservoirs; Thermal loading; Vectors; Water conservation; Hydroelectric-thermal power generation; nonlinear programming; power generation dispatch;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2296439