A Mathematical Model for the Industrial Hazardous Waste Location-Routing Problem

Technology progress is a cause of industrial hazardous wastes increasing in the whole world . Management of hazardous waste is a significant issue due to the imposed risk on environment and human life. This risk can be a result of location of undesirable facilities and also routing hazardous waste. In this paper a biobjective mixed integer programing model for location-routing industrial hazardous waste with two objectives is developed. First objective is total cost minimization including transportation cost, operation cost, initial investment cost, and cost saving from selling recycled waste. Second objective is minimization of transportation risk. Risk of population exposure within bandwidth along route is used to measure transportation risk. This model can help decision makers to locate treatment, recycling, and disposal centers simultaneously and also to route waste between these facilities considering risk and cost criteria. The results of the solved problem prove conflict between two objectives. Hence, it is possible to decrease the cost value by marginally increasing the transportation risk value and vice versa. A weighted sum method is utilized to combine two objectives function into one objective function. To solve the problem GAMS software with CPLEX solver is used. The problem is applied in Markazi province in Iran.

[1]  Jared L. Cohon,et al.  Simultaneous Siting and Routing in the Disposal of Hazardous Wastes , 1991, Transp. Sci..

[2]  Frank Plastria,et al.  Discrete location problems with push-pull objectives , 2002, Discret. Appl. Math..

[3]  Ping Zhang,et al.  A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process , 2012 .

[4]  W. Marsden I and J , 2012 .

[5]  Ioannis Giannikos,et al.  A multiobjective programming model for locating treatment sites and routing hazardous wastes , 1998 .

[6]  Gigliola Spadoni,et al.  A hazmat multi-commodity routing model satisfying risk criteria : A case study , 2008 .

[7]  Jianjun Zhang,et al.  Using GIS to assess the risks of hazardous materials transport in networks , 2000, Eur. J. Oper. Res..

[8]  Funda Samanlioglu,et al.  A multi-objective mathematical model for the industrial hazardous waste location-routing problem , 2013, Eur. J. Oper. Res..

[9]  R. Stephenson A and V , 1962, The British journal of ophthalmology.

[10]  Erhan Erkut,et al.  Transport risk models for hazardous materials: revisited , 2005, Oper. Res. Lett..

[11]  Enrique Mérida Casermeiro,et al.  A general model for the undesirable single facility location problem , 2006, Oper. Res. Lett..

[12]  I. Mahamid,et al.  Multi Criteria and Landfill Site Selection Using Gis: A Case Study From Palestine~!2010-01-01~!2010-01-24~!2010-03-19~! , 2010 .

[13]  Vasiliki Kazantzi,et al.  Risk informed optimization of a hazardous material multi-periodic transportation model , 2011 .

[14]  Michael Kuby,et al.  Proactive optimization of toxic waste transportation, location and technology , 1995 .

[15]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[16]  Jiahong Zhao,et al.  Model and Algorithm for Hazardous Waste Location-Routing Problem , 2010 .

[17]  Samuel J. Ratick,et al.  A Risk-Sharing Model for Locating Noxious Facilities , 1988 .

[18]  Vedat Verter,et al.  Modeling of Transport Risk for Hazardous Materials , 1998, Oper. Res..

[19]  Saïd Salhi,et al.  Location-routing: Issues, models and methods , 2007, Eur. J. Oper. Res..

[20]  Dušan Teodorović,et al.  Multi-objective modeling for determining location of undesirable facilities , 2004 .

[21]  Arvind K. Nema,et al.  Optimization of regional hazardous waste management systems : an improved formulation , 1999 .

[22]  Guiqin Wang,et al.  Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. , 2009, Journal of environmental management.

[23]  G Nagy,et al.  LOCATION–ROUTING, ISSUES, MODELS, AND METHODS: A REVIEW , 2007 .

[24]  John R. Current,et al.  A multiobjective modeling approach to locating incinerators , 2009 .

[25]  Wei Lu,et al.  A multimodal location and routing model for hazardous materials transportation. , 2012, Journal of hazardous materials.

[26]  Sibel A. Alumur,et al.  A new model for the hazardous waste location-routing problem , 2007, Comput. Oper. Res..

[27]  Erhan Erkut,et al.  A multiobjective model for locating undesirable facilities , 1993, Ann. Oper. Res..

[28]  Kalyanmoy Deb,et al.  Multi-objective Optimization , 2014 .

[29]  Horst A. Eiselt,et al.  Locating landfills - Optimization vs. reality , 2007, Eur. J. Oper. Res..

[30]  Timothy L. Jacobs,et al.  SIMULTANEOUS ROUTING AND SITING FOR HAZARDOUS-WASTE OPERATIONS , 1994 .

[31]  Pece V Gorsevski,et al.  Integrating multi-criteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. , 2012, Waste management.

[32]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.