Advanced design methodology and modelling of a finned metal hydride reactor using multi-objective Jaya algorithm and desirability approach

被引:4
|
作者
Sreeraj, R. [1 ]
Aadhithiyan, A. K. [1 ]
Anbarasu, S. [2 ]
机构
[1] Natl Inst Technol Rourkela, Dept Mech Engn, Hydrogen Storage Energy Res Facil, Rourkela 769008, Orissa, India
[2] Natl Inst Technol Rourkela, Dept Mech Engn, Rourkela 769008, Orissa, India
关键词
Hydrogen storage; Multi-response desirability approach; MO-Jaya algorithm; Specific charging rate; Specific output energy rate; Transverse heat fin; HYDROGEN STORAGE DEVICE; EMBEDDED COOLING TUBES; OPTIMIZATION; SIMULATION; PERFORMANCE; TESTS; PART;
D O I
10.1016/j.est.2024.113017
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper outlines an advanced design strategy premised on alloy weight ratio, hydrogen storage rate, and heat extraction rate, overcoming existing technical inadequacies for effectively developing and comparing metal hydride hydrogen storage reactors. The precis is an optimization of a shell and tube reactor encompassing transverse heat fins with 15 kg metal hydride based on fin height, fin pitch, fin-to-fin distance, and tube diameter using the MO-Jaya algorithm and a multi-response desirability approach. The MO-Jaya algorithm was observed to predict better and more reliable design variables than the desirability method, with an average percentage deviation of output responses of less than 7.52 %. The alloy weight ratio, specific charging rate, and specific output energy rate of the thermal model are 0.58, 1.05 stL/kg s, and 1323.35 W/kg, respectively, 0.87, 10.8, and 10.9 % less than the predicted responses. This simple and innovative reactor charges hydrogen at a faster rate than other storage tanks with the same alloy weight ratio. This article also chronicles a comparative study on the effects of transverse and longitudinal heat fins for identical fin volume on the heat extraction rate.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Immune mechanism based multi-objective ant colony algorithm approach to batch reactor constrained dynamic multi-objective optimization problems
    He, Yi-Jun
    Chen, De-Zhao
    Gao Xiao Hua Xue Gong Cheng Xue Bao/Journal of Chemical Engineering of Chinese Universities, 2009, 23 (02): : 326 - 332
  • [32] Multi-objective optimization of wire-EDM of Inconel 625 by using desirability function approach
    Kar, Swastik Kumar
    Mishra, Pradeep Kumar
    Sahu, Anshuman Kumar
    Mahapatra, Siba Sankar
    Thomas, Joji
    INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM, 2023, 17 (02): : 931 - 938
  • [33] Lexicographic multi-objective linear programming using grossone methodology: Theory and algorithm
    Cococcioni, Marco
    Pappalardo, Massimo
    Sergeyev, Yaroslav D.
    APPLIED MATHEMATICS AND COMPUTATION, 2018, 318 : 298 - 311
  • [34] Multi-objective optimization of wire-EDM of Inconel 625 by using desirability function approach
    Swastik Kumar Kar
    Pradeep Kumar Mishra
    Anshuman Kumar Sahu
    Siba Sankar Mahapatra
    Joji Thomas
    International Journal on Interactive Design and Manufacturing (IJIDeM), 2023, 17 : 931 - 938
  • [35] An approach to optimize the EDM process parameters using desirability-based multi-objective PSO
    Majumder, Arindam
    Das, Pankaj Kumar
    Majumder, Abhishek
    Debnath, Moutushee
    PRODUCTION AND MANUFACTURING RESEARCH-AN OPEN ACCESS JOURNAL, 2014, 2 (01): : 228 - 240
  • [36] Multi-objective optimization of nitrile rubber and thermosets modified bituminous mix using desirability approach
    Chopra, Avani
    Singh, Sandeep
    Kanoungo, Abhishek
    Singh, Gurpreet
    Gupta, Naveen Kumar M.
    Sharma, Shubham
    Joshi, Sanjeev Kumar
    Eldin, Sayed
    PLOS ONE, 2023, 18 (02):
  • [37] Multi-band antenna design using multi-objective evolutionary algorithm
    Zhan, Z
    Hui, LY
    2004 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL ELECTROMAGNETICS AND ITS APPLICATIONS, PROCEEDINGS, 2004, : 200 - 203
  • [38] Multi-objective optimization of friction stir welding parameters using desirability approach to join Al/SiCp metal matrix composites
    Periyasamy, P.
    Mohan, B.
    Balasubramanian, V.
    Rajakumar, S.
    Venugopal, S.
    TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2013, 23 (04) : 942 - 955
  • [39] Advanced power plant design methodology using process integration and multi-objective thermo-economic optimisation
    Bolliger, R
    Maréchal, F
    Favrat, D
    Proceedings of ECOS 2005, Vols 1-3: SHAPING OUR FUTURE ENERGY SYSTEMS, 2005, : 777 - 784
  • [40] Design Methodology for a Magnetic Levitation System Based on a New Multi-Objective Optimization Algorithm
    Reznichenko, Igor
    Podrzaj, Primoz
    SENSORS, 2023, 23 (02)