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Optimization of hydraulic networks through a hybrid model (hydrodynamic - genetic).

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Author(s):
Victor Emanuel Mello de Guimarães Diniz
Total Authors: 1
Document type: Doctoral Thesis
Press: São Paulo. , gráficos, ilustrações, tabelas.
Institution: Universidade de São Paulo (USP). Escola Politécnica (EP/BC)
Defense date:
Examining board members:
Podalyro Amaral de Souza; José Geraldo Pena de Andrade; José Rodolfo Scarati Martins; Rodrigo de Melo Porto; Paulo Fernando Soares
Advisor: Podalyro Amaral de Souza
Field of knowledge: Engineering - Civil Engineering
Indexed in: Banco de Dados Bibliográficos da USP-DEDALUS
Location: Universidade de São Paulo. Biblioteca Central da Escola Politécnica; EPBC/FT-1970; Universidade de São Paulo. Escola Politécnica. Biblioteca de Engenharia Civil; EPEC/FT-1970
Abstract

This report presents a hybrid model that calculates the heads and flows of a hydraulic network system and then uses a genetic algorithm to optimize the operational control of the hydraulic network. To calculate the steady flow and the extensive period it was used the Matrix Method. The GA used binary numbers. The objective function minimizes the sum of the dissipated hydraulic power in the whole network of all calculated periods during the day. The hybrid model part that refers to the hydraulic calculation is working well, because the values calculated by the model applied to the networks used as examples are similar to the ones obtained from the technical literature. The hybrid model part that refers to the GA is working well, because the objective function values calculated by the model converged whenever the elitism was used. The proposed optimization of this work is to be used in hydraulic networks that present operational problems that need to be solved either installing valves or having installed valves. (AU)