Optimum Positioning of Pump-as-Turbines in Water Distribution Networks using Heuristic Techniques

In these days, energy, water, fossil fuel restrictions and green house gas emission have become the mutual problem of all countries. The application of hydro turbines, specially pumps as turbines in water distribution network can be a great solution to these problems. In this research study it is aimed to introduce a procedure for obtaining the optimum position of a pump as turbine in water distribution network. For this purpose two objective functions are considered namely power and up surge ratio. The reason of selecting the power, is to maximize the energy production and minimize the payback period, and the reason of selecting the upsurge ratio is to minimize the initial costs and network risks. In the proposed methodology a transient analysis data base is being combined with optimization algorithms. In this research study Bently hammer software has been used for generating the mentioned data base. Ant colony optimization algorithm has been used for obtaining the discrete variable and three other heuristic algorithms namely grey wolf optimizer, whale optimization algorithm and ion motion algorithm were used for finding the best continuous variable. Pipe number and the position of hydro turbine on the pipe were considered as the discrete and continuous variables respectively. The proposed methodology was tested on a network in Palermo which data were available. The results indicated that the proposed methodology can suggest the best 6 pipes among 70 pipes of network and also the accurate position of the turbine on the pipe.

کلیدواژه ها:

Nature Inspired Algorithm ، Water Network ، Water Hammer ، Power