Ship speed multi-objective optimization considering weather conditions and Emission Control Area regulations

The purpose of this paper is to design a route and speed optimization method to simultaneously reduce sailing cost and time, considering Emission Control Areas (ECAs) regulations and weather condit...

[1]  Xu Xin,et al.  Green scheduling model of shuttle tanker fleet considering carbon tax and variable speed factor , 2019, Journal of Cleaner Production.

[2]  Jianping Dou,et al.  Multi-objective optimization of buffer allocation for remanufacturing system based on TS-NSGAII hybrid algorithm , 2017 .

[3]  Linying Chen,et al.  Provision of Emission Control Area and the impact on shipping route choice and ship emissions , 2017 .

[4]  Amalia Utamima,et al.  A comparative study of GA, PSO and ACO for solving construction site layout optimization , 2015 .

[5]  Anu Lähteenmäki-Uutela,et al.  How to recognize and measure the economic impacts of environmental regulation: The Sulphur Emission Control Area case , 2017 .

[6]  Inge Norstad,et al.  Reducing fuel emissions by optimizing speed on shipping routes , 2010, J. Oper. Res. Soc..

[7]  S. C. Ng,et al.  Third IMO Greenhouse Gas Study 2014 , 2015 .

[8]  Christos A. Kontovas,et al.  A multiple ship routing and speed optimization problem under time, cost and environmental objectives , 2017 .

[9]  Franklin Farell Roadmap to a Single European Transport Area: Towards a competitive and resource efficient transport system , 2014 .

[10]  Gang Dong,et al.  Environmental effects of emission control areas and reduced speed zones on container ship operation , 2020 .

[11]  Yongtu Liang,et al.  A voyage with minimal fuel consumption for cruise ships , 2019, Journal of Cleaner Production.

[12]  Christos A. Kontovas The Green Ship Routing and Scheduling Problem (GSRSP): A conceptual approach , 2014 .

[13]  Kjetil Fagerholt,et al.  Maritime routing and speed optimization with emission control areas , 2015 .

[14]  Dongsheng Chen,et al.  High-spatiotemporal-resolution ship emission inventory of China based on AIS data in 2014. , 2017, The Science of the total environment.

[15]  Daniela Fuchs-Hanusch,et al.  A bibliometric-based survey on AHP and TOPSIS techniques , 2017, Expert Syst. Appl..

[16]  Pierre Cariou,et al.  Greening of maritime transportation: a multi-objective optimization approach , 2019, Ann. Oper. Res..

[17]  Feng Gao,et al.  Multi-attribute decision making on reverse logistics based on DEA-TOPSIS: A study of the Shanghai End-of-life vehicles industry , 2019, Journal of Cleaner Production.

[18]  Thomas F. Gattiker,et al.  Generating efficient rebalancing routes for bikeshare programs using a genetic algorithm , 2020, Journal of Cleaner Production.

[19]  Fengzhong Qu,et al.  Ship's response to low-sulfur regulations: From the perspective of route, speed and refueling strategy , 2021, Comput. Ind. Eng..

[20]  Fengzhong Qu,et al.  Ship route and speed multi-objective optimization considering weather conditions and emission control area regulations , 2020, Maritime Policy & Management.

[21]  Zhijiong Huang,et al.  An AIS-based high-resolution ship emission inventory and its uncertainty in Pearl River Delta region, China. , 2016, The Science of the total environment.

[22]  Fariborz Jolai,et al.  Developing a robust multi-objective model for pre/post disaster times under uncertainty in demand and resource , 2017 .

[23]  Ali Emrouznejad,et al.  Finding the optimal combination of power plants alternatives: A multi response Taguchi-neural network using TOPSIS and fuzzy best-worst method , 2018, Journal of Cleaner Production.

[24]  S. Papadakis,et al.  An in depth economic restructuring framework by using particle swarm optimization , 2019, Journal of Cleaner Production.

[25]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[26]  Stein W. Wallace,et al.  Scrubber: a potentially overestimated compliance method for the Emission Control Areas - The importance of involving a ship's sailing pattern in the evaluation , 2017 .

[27]  Morteza Yazdani,et al.  A state-of the-art survey of TOPSIS applications , 2012, Expert Syst. Appl..

[28]  Christos A. Kontovas,et al.  Ship speed optimization: Concepts, models and combined speed-routing scenarios , 2014 .

[29]  Henry Y. K. Lau,et al.  An utility-based decision support sustainability model in slow steaming maritime operations , 2015 .

[30]  Ligia Tiruta-Barna,et al.  A Process Modelling-Life Cycle Assessment-MultiObjective Optimization tool for the eco-design of conventional treatment processes of potable water , 2015 .

[31]  Christos A. Kontovas,et al.  Speed models for energy-efficient maritime transportation: A taxonomy and survey , 2013 .

[32]  Morten Winther,et al.  Emission inventories for ships in the arctic based on satellite sampled AIS data , 2013 .

[33]  Khalil Md Nor,et al.  Development of TOPSIS Method to Solve Complicated Decision-Making Problems - An Overview on Developments from 2000 to 2015 , 2016, Int. J. Inf. Technol. Decis. Mak..

[34]  Dongfang Ma,et al.  Method for simultaneously optimizing ship route and speed with emission control areas , 2020 .

[35]  Sung-Min Lee,et al.  Method for a simultaneous determination of the path and the speed for ship route planning problems , 2018, Ocean Engineering.

[36]  Yongbo Li,et al.  An improved ant colony optimization algorithm for the multi-depot green vehicle routing problem with multiple objectives , 2019, Journal of Cleaner Production.

[37]  Lucila Maria de Souza Campos,et al.  Performance evaluation of green suppliers using entropy-TOPSIS-F , 2019, Journal of Cleaner Production.

[38]  Dongfang Ma,et al.  Scheduling decision model of liner shipping considering emission control areas regulations , 2020 .