On optimizing a WWTP design using multi-objective approaches

• Author(s): Espírito Santo, Isabel ; Costa, L. ; Fernandes, Edite Manuela da G. P.
• Date: 2013
• Persistent ID: http://hdl.handle.net/1822/27127
• Origin: RepositóriUM - Universidade do Minho
• Subject(s): Activated sludge system; Multi-objective optimization; WWTP modelling
• Document Type: Article
• Language: English

Description

In this paper, the multi-objective formulation of an optimization problem arising from an activated sludge (AS) system of a wastewater treatment plant (WWTP) design optimization is solved through a multi-objective genetic algorithm. Two multi-objective approaches are proposed. First, a solution to the WWTP design is provided, regardless of its location, date of construction or the involved unit operations. The variables that mostly influence the cost of the system define the objectives and are simultaneously optimized. Second, two crucial objectives for the correct operation of the AS system are simultaneously optimized: the investment and operation costs are minimized and the effluent quality is maximized. Since the objectives are conflicting, several trade-offs between objectives are obtained through the optimization process. The direct visualization of the trade-offs through Pareto curves assists the decision-maker in the selection of crucial design and operation variables. The numerical results show that the proposed methodology produces improved results with physical meaning when compared with previous work.