A New Reservoir Operation Policy Generation Method (SOSM) Using Scenarios Optimization (SO) and Surrogate Model (SM)

Author(s):  
Fangfang Li ◽  
Christine A. Shoemaker ◽  
Jiahua Wei ◽  
Xudong Fu
Energies ◽  
2018 ◽  
Vol 11 (12) ◽  
pp. 3355 ◽  
Author(s):  
Zhiqiang Jiang ◽  
Yaqi Qiao ◽  
Yuyun Chen ◽  
Changming Ji

A reservoir operation chart is an important tool in guiding actual reservoir operation at present. There are mainly two kinds of methods in drawing the operation chart, i.e., conventional methods and optimization methods, but each of them has some shortcomings, such as the repeated empirical inspection and correction of conventional methods, and the sensitivity to the initial trajectories of some optimization algorithms. In view of this, based on the principle of dynamic programming (DP), this paper coupled the reservoir operation chart drawing model and the DP model, and proposed a new reservoir operation chart drawing method which has no empirical inspection and correction, no requirement for initial solution, no problem of premature convergence and local convergence. In addition, this method can guarantee the global convergence of the results to a certain extent because of the global convergence of DP. Ya Yangshan reservoir in the Li Xianjiang River of China was selected as the research object to derive the operation chart by the drawing method. The simulation results show that the proposed method in this paper presents better performance compared with the conventional method on power generation, guaranteed output, and assurance rate, especially on the latter, which has a 2.68% increase. In addition, compared with the deterministic optimization results of DP, it is found that the results of the proposed method are very close to that of deterministic DP, the differences are only 1.8 GWh (0.36% decline) and 1.6 GWh (0.32% decline). So, the validity and rationality of the proposed method are further verified by the simulation results.


2014 ◽  
Vol 28 (14) ◽  
pp. 4957-4970 ◽  
Author(s):  
Kassahun Birhanu ◽  
Tena Alamirew ◽  
Megersa Olumana Dinka ◽  
Semu Ayalew ◽  
Dagnachew Aklog

Author(s):  
Jian-Ping Suen ◽  
Edwin E. Herricks ◽  
J. Wayland Eheart ◽  
Fi-John Chang

Sign in / Sign up

Export Citation Format

Share Document