Energy Science and Technology
A Pareto Front Approach to Bi-objective of Distillation Column Operation Using Genetic Algorithm
Abstract
In this paper, an exergy analysis approach is proposed for optimal design of distillation column by using Genetic algorithm. First, the simulation of a distillation column is performed by using the shortcut results and irreversibility in each tray is obtained. The area beneath the exergy loss profile is used as Irreversibility Index for exergy criteria. Then, two targets optimization algorithm (SA, Simulated Annealing) is used to maximize recovery and minimize irreversibility index in a column by six different variables (Feed Condition, Reflux Rate, Number of theoretical stage, Feed Trays (Feed Splitting, three variables)). SA uses one objective function for the purpose or alters two targets optimization to one target optimization. Then, GA optimization algorithm is used for two targets optimization except Pareto set which is used instead of objective function; finally, the results are compared with SA results. Then, one pump-around is considered to obtain better results (OPT2). Irreversibility index criterion is compared with exergetic efficiency, constant and variable feed composition splitters are considered.
Key words: Exergy analysis; Irreversibility index; Genetic algorithm; Process optimization; Distillation column
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DOI: http://dx.doi.org/10.3968/j.est.1923847920120302.334
DOI (PDF): http://dx.doi.org/10.3968/pdf
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