کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7540107 1489003 2018 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Pareto fronts for multiobjective optimal design of the lithium-ion battery cell
ترجمه فارسی عنوان
جبهه پارتو برای طراحی مطلوب چند منظوره از سلول باتری لیتیوم یون
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
چکیده انگلیسی
The objective of this paper is to study the multiobjective optimization problems for the optimal design of lithium-ion batteries. First, a two-objective problem is constructed with the performance measures of energy per unit separator area for the discharge rate of 0.5C and the mass per unit separator area. The reaction zone model and genetic algorithm are employed to solve this problem qualitatively. The resulted Pareto front comes out to be a concave curve in the 2D plane of the two performance measures. Three case studies are guided to illustrate the advantages and applications of employing the multiobjective optimization in the design process. A more sophisticated simulation model is then employed for a three-objective optimization problem with the objectives of energy performance at both low and high discharge rates and mass performance. The problem is quantitatively resolved with the assistance of the electrochemical model and genetic algorithm. The Pareto front comes out to be a curved surface in the 3D space of the three objectives. The properties of the Pareto front are discussed to offer new perspectives on product designs in the industry.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Energy Storage - Volume 17, June 2018, Pages 507-514
نویسندگان
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