Selection of sustainable alternative energy source for shipping: Multi-criteria decision making under incomplete information

The selection of alternative energy sources for shipping can effectively mitigate the problems of high energy consumption and severe environmental problems caused by shipping. However, it is usually difficult for decision makers to select the most sustainable alternative energy source for shipping among multiple alternatives due to the complexity of considering different aspects of performances and the lack of information. This study developed a novel multi-criteria decision-making method that combines Dempster-Shafer theory and a trapezoidal fuzzy analytic hierarchy process for alternative energy source selection under incomplete information conditions. According to the developed method, nuclear power has been recognized as the most sustainable alternative energy source for shipping, followed by liquefied natural gas (LNG) and wind power, and sensitivity analysis reveals that the weights of the criteria have significant on the sustainability sequence of the three alternative energy sources for shipping. The developed method can be popularized for selecting the most sustainable alternative energy source despite incomplete information.

[1]  Kaveh Khalili Damghani,et al.  Application of a fuzzy TOPSIS method base on modified preference ratio and fuzzy distance measurement in assessment of traffic police centers performance , 2010, Appl. Soft Comput..

[2]  Dong Jun,et al.  Macro-site selection of wind/solar hybrid power station based on ELECTRE-II , 2014 .

[3]  Jiangjiang Wang,et al.  Review on multi-criteria decision analysis aid in sustainable energy decision-making , 2009 .

[4]  Jingzheng Ren,et al.  Quantifying, measuring, and strategizing energy security: Determining the most meaningful dimensions and metrics , 2014 .

[5]  Cengiz Kahraman,et al.  A fuzzy multicriteria methodology for selection among energy alternatives , 2010, Expert Syst. Appl..

[6]  Chen-Tung Chen,et al.  A fuzzy approach for supplier evaluation and selection in supply chain management , 2006 .

[7]  Jian-Bo Yang,et al.  Environmental impact assessment using the evidential reasoning approach , 2006, Eur. J. Oper. Res..

[8]  Nicola Zuliani,et al.  Improving sustainability of maritime transport through utilization of Liquefied Natural Gas (LNG) for propulsion , 2013 .

[9]  Zhongsheng Hua,et al.  A DS-AHP approach for multi-attribute decision making problem with incomplete information , 2008, Expert Syst. Appl..

[10]  Jia Liu,et al.  A DS/AHP method for comprehensive decision-making in urban power system planning , 2008, 2008 China International Conference on Electricity Distribution.

[11]  Jingzheng Ren,et al.  Sustainability, shale gas, and energy transition in China: assessing barriers and prioritizing strategic measures , 2015 .

[12]  M. Beynon,et al.  The Dempster-Shafer theory of evidence: an alternative approach to multicriteria decision modelling , 2000 .

[13]  Jingzheng Ren,et al.  Fuzzy Multi-actor Multi-criteria Decision Making for sustainability assessment of biomass-based technologies for hydrogen production , 2013 .

[14]  Jingzheng Ren,et al.  Urban sewage sludge, sustainability, and transition for Eco-City: Multi-criteria sustainability assessment of technologies based on best-worst method , 2017 .

[15]  Alan C. Brent,et al.  Technology sustainability assessment of biodiesel development in South Africa: A system dynamics approach , 2011 .

[16]  Soung Hie Kim,et al.  An interactive procedure for multi-attribute group decision making with incomplete information , 1999, Comput. Oper. Res..

[17]  Golam Kabir,et al.  Power substation location selection using fuzzy analytic hierarchy process and PROMETHEE: A case study from Bangladesh , 2014 .

[18]  Maria Madalena Teixeira de Araújo,et al.  Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case , 2013 .

[19]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[20]  K. Cullinane,et al.  Atmospheric Emissions from Shipping: The Need for Regulation and Approaches to Compliance , 2013 .

[21]  Malcolm J. Beynon,et al.  DS/AHP method: A mathematical analysis, including an understanding of uncertainty , 2002, Eur. J. Oper. Res..

[22]  A. Azapagic,et al.  Managing uncertainty in multiple-criteria decision making related to sustainability assessment , 2011 .

[23]  Shu-Hsuan Chang,et al.  A hybrid selection model for emerging technology , 2010 .

[24]  Malcolm J. Beynon,et al.  A method of aggregation in DS/AHP for group decision-making with the non-equivalent importance of individuals in the group , 2005, Comput. Oper. Res..

[25]  Sepideh Jafarzadeh,et al.  A framework to bridge the energy efficiency gap in shipping , 2014 .

[26]  Panagiotis Angeloudis,et al.  Environmental Balance of Shipping Emissions Reduction Strategies , 2015 .

[27]  Yanbing Ju,et al.  Emergency alternative evaluation under group decision makers: A method of incorporating DS/AHP with extended TOPSIS , 2012, Expert Syst. Appl..

[28]  Jiangjiang Wang,et al.  A fuzzy multi-criteria decision-making model for CCHP systems driven by different energy sources. , 2012 .

[29]  B. Hobbs A COMPARISON OF WEIGHTING METHODS IN POWER PLANT SITING , 1980 .

[30]  Sunil Chamoli,et al.  Hybrid FAHP (fuzzy analytical hierarchy process)-FTOPSIS (fuzzy technique for order preference by similarity of an ideal solution) approach for performance evaluation of the V down perforated baffle roughened rectangular channel , 2015 .

[31]  Jingzheng Ren,et al.  Sustainability of hydrogen supply chain. Part II: Prioritizing and classifying the sustainability of hydrogen supply chains based on the combination of extension theory and AHP , 2013 .

[32]  Günter Wozny,et al.  A Modular Approach to Sustainability Assessment and Decision Support in Chemical Process Design , 2010 .

[33]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[34]  John M. Woodley,et al.  Bioprocesses: Modeling needs for process evaluation and sustainability assessment , 2010, Comput. Chem. Eng..

[35]  Mahour Mellat-Parast,et al.  Developing a grey-based decision-making model for supplier selection , 2012 .

[36]  Jingzheng Ren,et al.  Prioritizing low-carbon energy sources to enhance China’s energy security , 2015 .

[37]  Zhe Tian,et al.  Application of a trapezoidal fuzzy AHP method for work safety evaluation and early warning rating of hot and humid environments , 2012 .

[38]  Cengiz Kahraman,et al.  An integrated fuzzy AHP-ELECTRE methodology for environmental impact assessment , 2011, Expert Syst. Appl..

[39]  Cengiz Kahraman,et al.  Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul , 2010 .

[40]  Jingzheng Ren,et al.  Prioritization of bioethanol production pathways in China based on life cycle sustainability assessment and multicriteria decision-making , 2015, The International Journal of Life Cycle Assessment.

[41]  Zheng Liu,et al.  Technology Evaluation and Decision Making for Sustainability Enhancement of Industrial Systems Under Uncertainty , 2012 .

[42]  Glenn Shafer,et al.  A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.

[43]  Jingzheng Ren,et al.  Sustainability of hydrogen supply chain. Part I: Identification of critical criteria and cause–effect analysis for enhancing the sustainability using DEMATEL , 2013 .

[44]  Jingzheng Ren,et al.  Sustainability Decision Support Framework for Industrial System Prioritization , 2016 .

[45]  Jingzheng Ren,et al.  Enhancing China's energy security: determining influential factors and effective strategic measures , 2014 .

[46]  Jerzy Herdzik LNG as a marine fuel - possibilities and problem , 2011 .

[47]  Jingzheng Ren,et al.  Determining the life cycle energy efficiency of six biofuel systems in China: a Data Envelopment Analysis. , 2014, Bioresource technology.