Enhancing selectivity of plate-type electrostatic separators using non-dominated sorting genetic algorithms (NSGA-II). (1st January 2013)

• Record Type: Journal Article
• Authors: Abouelsaad, Mohamed M.; Abouelatta, Mohamed A.; Salama, Abdelhadi R.
• Is Part Of: International journal of innovative computing and applications. Volume 5:Number 2(2013)
• Page Start: 102
• Page End: 114
• Publication Date: 2013-01-01
• Subjects: evolutionary computations -- multiple objective programming -- non-dominated sorting genetic algorithms -- NSGA-II -- electrostatic separation processes -- innovative computing and applications; Evolutionary computation -- Periodicals; Neural networks (Computer science) -- Periodicals; Genetic programming (Computer science) -- Periodicals; Biologically-inspired computing -- Periodicals; Swarm intelligence -- Periodicals; Quantum computers -- Periodicals; 006.3
• Languages: English
• ISSNs: 1751-648X

Abstract

The paper presents a novel application of non-dominated sorting genetic algorithms (NSGA-II) to optimise the performance of plate-type electrostatic separator; an environmental friendly technique for selective sorting of conductive from nonconductive constituents of a granular mixture. As several decision variables control detachment of the particles from the plate; hence the separator's selectivity, NSGA-II is applied to determine their optimal values subject to simultaneous satisfaction of two proposed objective functions. These functions aim to maximise the separation distances, while maintaining the detachment fields, for different species. A GA-optimised charge simulation algorithm was developed to enable computations of detachment fields and positions of the particles. Two extreme solutions encompassing the other Pareto results are examined and analysed. The study illustrates the applicability of NSGA-II in solving the complex multiobjective optimisation problem of electrostatic separators in order to facilitate new development and designs of this environmental friendly technology.