Multi-objective optimisation for generating sustainable solutions considering total effects on the environment

被引:69
|
作者
Kravanja, Zdravko [1 ]
Cucek, Lidija [1 ]
机构
[1] Univ Maribor, Fac Chem & Chem Engn, SL-2000 Maribor, Slovenia
关键词
Multi-objective optimisation; Relative sustainability index; Eco-cost; Eco-profit; Biogas production; HEAT INTEGRATION; ENERGY; BIOGAS; FUEL; MODEL;
D O I
10.1016/j.apenergy.2012.04.025
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 contribution presents and discusses two multi-objective optimisation approaches considering total (direct and indirect) effects on the environment. Sustainability metrics, conventionally measuring direct harmful effects on the environment, are now upgraded with indirect effects in order to measure the unburdening the environment, e.g. due to the substitution of harmful with benign products. The first approach, based on a relative direct sustainability index, is now upgraded to a total sustainability index, and the second one, based on a concept of eco-cost and net profit, is extended to a recently introduced concept of eco- and total profit. These approaches are illustrated through a case study of the supply chain synthesis for producing biogas from organic and animal wastes. The results indicate that considering total effects enables obtaining more realistic solutions, than in those cases when only direct effects are considered. An appropriate trade-off between economic and environmental criteria can be established when performing a maximisation of total profit. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:67 / 80
页数:14
相关论文
共 50 条
  • [21] Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs
    Wilson, Nic
    Razak, Abdul
    Marinescu, Radu
    PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, : 815 - 821
  • [22] Multi-objective energy storage capacity optimisation considering Microgrid generation uncertainties
    Garmabdari, Rasoul
    Moghimi, Mojtaba
    Yang, Fuwen
    Gray, Evan
    Lu, Junwei
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 119
  • [23] ICT environment for multi-disciplinary design and multi-objective optimisation: A case study
    Vankan, WJ
    Maas, R
    ten Dam, M
    COMPUTATIONAL SCIENCE-ICCS 2002, PT I, PROCEEDINGS, 2002, 2329 : 663 - 672
  • [24] Identifying pathways to more sustainable farming using archetypes and multi-objective optimisation
    Butikofer, Luca
    Goodwin, Cecily E. D.
    Varma, Varun
    Evans, Paul M.
    Redhead, John W.
    Bullock, James M.
    Pywell, Richard F.
    Mead, Andrew
    Richter, Goetz M.
    Storkey, Jonathan
    ECOLOGICAL INDICATORS, 2024, 166
  • [25] Lens design as multi-objective optimisation
    Joseph, Shaine
    Kang, Hyung W.
    Chakraborty, Uday K.
    INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2011, 5 (03) : 189 - 218
  • [26] Multi-Objective Evolutionary Beer Optimisation
    al-Rifaie, Mohammad Majid
    Cavazza, Marc
    PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 2022, : 683 - 686
  • [27] Multi-objective satisfactory optimisation method
    Wang, P
    Huang, HH
    Zhang, X
    2004 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2004, : 695 - 699
  • [28] Multi-objective optimisation in the presence of uncertainty
    Fieldsend, JE
    Everson, RM
    2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS, 2005, : 243 - 250
  • [29] Multi-objective Optimisation of Marine Propellers
    Mirjalili, Seyedali
    Lewis, Andrew
    Mirjalili, Seyed Ali Mohammad
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE, 2015, 51 : 2247 - 2256
  • [30] Multi-Objective Optimisation of Metamaterial Antenna
    Capers, James R.
    Boyes, Stephen J.
    Hibbins, Alastair P.
    Horsley, Simon A. R.
    2023 17TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAP, 2023,