کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5477228 | 1399215 | 2016 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Performance -emission optimization of a diesel-hydrogen dual fuel operation: A NSGA II coupled TOPSIS MADM approach
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
انرژی (عمومی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Performance -emission optimization of a diesel-hydrogen dual fuel operation: A NSGA II coupled TOPSIS MADM approach Performance -emission optimization of a diesel-hydrogen dual fuel operation: A NSGA II coupled TOPSIS MADM approach](/preview/png/5477228.png)
چکیده انگلیسی
A Pareto-based multi-objective optimization approach has been proposed to design and obtain Pareto-optimal set of solutions for performance and emission characteristics of a single cylinder, four stroke diesel engine using hydrogen in dual fuel mode. Instead of defining a single optimal objective, the proposed method establishes the multi-objective model by taking two design objectives into account, which are minimizing load (%) and hydrogen flow rate. To address this optimization problem, we develop a two-stage evolutionary computation approach integrating an exclusive non-dominated sorting genetic algorithm (NSGA-II) and technique for order preference by similarity to ideal solution(TOPSIS). NSGA-II has been utilized to search for the candidate solutions in-terms of both objectives. The obtained results have been obtained as Pareto-front. Subsequently, the best compromise solution has been determined by the TOPSIS method from the Pareto-front according to the decision maker's preference. The design results shows that the proposed approach yields a remarkable reduction in the emission spectra with enhancement in performance of the engine under a single podium obtained by multi-objective optimization.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy - Volume 117, Part 1, 15 December 2016, Pages 281-290
Journal: Energy - Volume 117, Part 1, 15 December 2016, Pages 281-290
نویسندگان
Madhujit Deb, Bishop Debbarma, Arindam Majumder, Rahul Banerjee,