New developments in the application of Pontryagin's Principle for the hydrothermal optimization

In this paper we have developed a much simpler theory than previous ones that resolves the problem of the optimization of hydrothermal systems. The problem involves non-holonomic inequality constraints. In particular, we have established a necessary condition for the stationary functions of the functional. We shall use Pontryagin’s Minimum Principle as the basis for proving this theorem, setting out our problem in terms of optimal control in continuous time, with the Lagrange-type functional. This theorem allows us to elaborate the optimization algorithm that leads to the determination of the optimal solution of the hydrothermal system. We generalize the problem, taking into account a cost associated with the water, to then set out and solve the corresponding Bolza’s problem. Finally, we present an example employing the algorithm developed for this purpose with the ‘Mathematica’ package.

[1]  J. M. Ngundam,et al.  Optimal scheduling of large-scale hydrothermal power systems using the Lagrangian relaxation technique , 2000 .

[2]  F. Clarke Optimization And Nonsmooth Analysis , 1983 .

[3]  A CLASS OF NONSMOOTH DISCRETE-TIME CONSTRAINED OPTIMAL CONTROL PROBLEMS WITH APPLICATION TO HYDROTHERMAL POWER SYSTEMS , 1993 .

[4]  Xiaohong Guan,et al.  Scheduling hydrothermal power systems with cascaded and head-dependent reservoirs , 1999 .

[5]  G. S. Christensen,et al.  Optimal Control Applications in Electric Power Systems , 1987 .

[6]  F. S. Prabhakara,et al.  A probabilistic approach for the development of operating strategies for pumped-storage power plants , 1998, POWERCON '98. 1998 International Conference on Power System Technology. Proceedings (Cat. No.98EX151).

[7]  M. E. El-Hawary,et al.  An innovative simulated annealing approach to the long-term hydroscheduling problem , 2003 .

[8]  P. M. Suárez,et al.  A new formulation of the equivalent thermal in optimization ofhydrothermal systems , 2002 .

[9]  Carlos Tomei,et al.  Optimal hydrothermal scheduling with variable production coefficient , 2002, Math. Methods Oper. Res..

[10]  A new algorithm for the optimization of a simple hydrothermal problem , 2004 .

[11]  P. Lautala,et al.  A short-term scheduling for a hydropower plant chain , 1998 .

[12]  Hirad Mousavi,et al.  Multi-reservoir design using Pontryagin principle , 2002 .

[13]  Janis Bubenko,et al.  Optimal Short Term Operation Planning of a Large Hydrothermal Power System Based on a Nonlinear Network Flow Concept , 1986, IEEE Transactions on Power Systems.

[14]  S. C. Lee,et al.  An enhanced Lagrangian neural network for the ELD problems with piecewise quadratic cost functions and nonlinear constraints , 2002 .

[15]  M. Papageorgiou Optimal Multireservoir Network Control by the Discrete Maximum Principle , 1985 .

[16]  M. M. Elkateb,et al.  Modelling of pumped-storage generation in sequential Monte Carlo production simulation , 1998 .