Propuesta de mejora para el proceso de recolección de residuos sólidos domésticos en la ciudad de Barranquilla
Abstract
Logistical improvement, based on the reduction of costs or increase of the profits of the solid waste collection process from both the direct and inverse flow, contributes to optimize the resources immersed in this. For this reason, the present work studies the process of home collection for the city of Barranquilla, starting with the demographic characterization of the same from the Integral Solid Waste Management Plan related to the direct flow of the current process, making a diagnosis from the information shared by the Mayor of Barranquilla and the company in charge of the process; later, two scenarios are generated where it is proposed to separate the solid waste from the source, in order to generate utilities from the recycling or reuse of these, also varying the frequency of collection in the second scenario. As a result, improvement is achieved in the scenarios generated, the second being better because it represents 26% less in the annual costs of the process. In addition, improvement strategies are proposed due to the results obtained from the model generated for evaluation of the solid waste collection process, which is flexible and allows to evaluate the three scenarios.
Referencias:
Agrawal, S., Singh, R. K., & Murtaza, Q. (2016). Disposition decisions in reverse logistics: Graph theory and matrix approach. Journal of Cleaner Production, 137, 93–104. https://doi.org/10.1016/j.jclepro.2016.07.045 Alcaldía de Barranquilla. (2015). Plan de Gestión Integral de Residuos Sólidos – PGIRS. 2016 - 2027, 178. Antonio, J., Aguilar, A., Eduardo, M., & Zambrano, J. (2015). Mejora del servicio de recolección de residuos sólidos urbanos empleando herramientas SIG: un caso de estudio, 19(2), 118– 128. Argueta, C. M., Camilo, O., Cardona, S., Mauricio, H., Albán, G., Patricia, J., & Moreno, M. (2015). Análisis del tamaño de empaque en la cadena de valor para minimizar costos logísticos: un caso de estudio en Colombia. Estudios Gerenciales, 31, 111–121. https://doi.org/10.1016/j.estger.2014.06.009 Avendaño, E. (2015). Panorama Actual De La Situación Mundial, Nacional Y Distrital De Los Residuos Sólidos . Análisis Del Caso Bogotá D.C . Programa Basura Cero, 112. Badenes, R. (2014). La Logística Inversa: Concepto y Definición. Retrieved from https://riunet.upv.es/bitstream/handle/10251/46172/Art_Docente_LI_Cast.pdf?sequence=1 &isAllowed=y Bel, G., & Fageda, X. (2010). Empirical analysis of solid management waste costs: Some evidence from Galicia, Spain. Resources, Conservation and Recycling, 54(3), 187–193. https://doi.org/10.1016/j.resconrec.2009.07.015 Bing, X., Bloemhof, J. M., Ramos, T. R. P., Barbosa-Povoa, A. P., Wong, C. Y., & van der Vorst, J. G. A. J. (2016). Research challenges in municipal solid waste logistics management. Waste Management, 48, 584–592. https://doi.org/10.1016/j.wasman.2015.11.025 Bowersox, D. J., Closs, D. J., & Stank, T. P. (2000). Ten Mega-Trends That Will Revolutionize Supply Chain Logistics. Journal of Business Logistics, 21(2), 1–15. Caicedo, A., & Verjel, K. (2010). Propuesta para la recolección de residuos líquidos resultantes de la elaboración y consumo de alimentos en plazoletas de comida en la ciudad de Bogotá y su posterior transporte para disposición final. Pontificia Universidad Javeriana. Córdoba, M. P. (2014). Modelo De Logística Inversa Para La Recuperación Y Aprovechamiento De Residuos Plásticos Abs En Cali, 1–169. Dahlén, L., & Lagerkvist, A. (2010). Evaluation of recycling programmes in household waste collection systems. Waste Management & Research, 28(7), 577–586. https://doi.org/10.1177/0734242X09341193 Dolores, M., & Torres, J. (2007). Modelo ambiental y financiero para la recolección y manejo de las basuras en el municipio de buenaventura. Universidad Tecnológica de Pereira. En, S., & Emser, L. A. (2014). VEHICULO COMPACTADOR DE RESIDUOS Presentado por : ALBERTO MARTINEZ VILLALBA Director Administrativo, Financiero y Comercial . JUSTIFICACION :, (98). Erik Sandberg. (2011). The Reatail Industry In Western Europe: Trends, Facts and Logistics Challenges. Linkoping: Department of Management and Engineering. Everett, J. W., Maratha, S., Dorairaj, R., & Riley, P. (1998). Curbside collection of recyclables I: Route time estimation model. Resources, Conservation and Recycling, 22(3–4), 177–192. https://doi.org/10.1016/S0921-3449(98)00008-1 Fleischmann, M., Krikke, H. R., Dekker, R., & Flapper, S. D. P. (2000). A characterisation of logistics networks for product recovery. Omega, 28(6), 653–666. https://doi.org/10.1016/S0305-0483(00)00022-0 Franco, P. (2008). Aproximación teórica al concepto integral de logística. Ucpr, 65–90. Ginter, P. M. y Starling, J. M. (1978). Reverse distribution channels for recycling. California Management Review, 73–82. Retrieved from https://www.researchgate.net/publication/271695885_Reverse_Distribution_Channels_for_ Recycling Gomes, A. P., Matos, M. A., & Carvalho, I. C. (2008). Separate collection of the biodegradable fraction of MSW: An economic assessment. Waste Management, 28(10), 1711–1719. https://doi.org/10.1016/j.wasman.2007.08.017 Govindan, K., Paam, P., & Abtahi, A.-R. (2016). A fuzzy multi-objective optimization model for sustainable reverse logistics network design. Ecological Indicators, 67, 753–768. https://doi.org/10.1016/j.ecolind.2016.03.017 Greco, G., Allegrini, M., Del Lungo, C., Gori Savellini, P., & Gabellini, L. (2014). Drivers of solid waste collection costs. Empirical evidence from Italy. Journal of Cleaner Production, 106, 364–371. https://doi.org/10.1016/j.jclepro.2014.07.011 Groot, J., Bing, X., Bos-Brouwers, H., & Bloemhof-Ruwaard, J. (2014). A comprehensive waste collection cost model applied to post-consumer plastic packaging waste. Resources, Conservation and Recycling, 85, 79–87. https://doi.org/10.1016/j.resconrec.2013.10.019 Guarnieri, P., e Silva, L. C., & Levino, N. A. (2016). Analysis of electronic waste reverse logistics decisions using Strategic Options Development Analysis methodology: A Brazilian case. Journal of Cleaner Production, 133, 1105–1117. https://doi.org/10.1016/j.jclepro.2016.06.025 Gutiérrez, V., & Patricia Jaramillo, D. (2009). Reseña del Software Disponible en Colombia Para la Gestión de Inventarios en Cadenas de Abastecimiento. Estudios Gerenciales, 25(110), 125–153. https://doi.org/10.1016/S0123-5923(09)70065-8 Iriarte, A., Gabarrell, X., & Rieradevall, J. (2009). LCA of selective waste collection systems in dense urban areas. Waste Management, 29(2), 903–914. https://doi.org/10.1016/j.wasman.2008.06.002 Jacobsen, R., Buysse, J., & Gellynck, X. (2013). Cost comparison between private and public collection of residual household waste: Multiple case studies in the Flemish region of Belgium. Waste Management, 33(1), 3–11. https://doi.org/10.1016/j.wasman.2012.08.015 Jaramillo, G., & Zapata, L. M. (2008). Aprovechamiento De Los Residuos Sólidos Orgánicos En Colombia, 116. https://doi.org/10.1017/CBO9781107415324.004 Ltda, L. (2013). Ficha tecnica. Maquera, G. (2012). Logística verde e Inversa, Responsabilidad Universitaria Socioambiental Corporativa y Productividad. Apuntes Universitarios, 2(1), 31–54. https://doi.org/10.17162/AU.V0I1.16.G13 Márquez, J. (2011). Macro y microruteo de residuos sólidos residenciales, 1–91. Martin Christopher. (1999). Logistica. Aspectos Estrategicos. (LIMUSA, Ed.). Mexico. Matsumoto, S. (2011). Waste separation at home: Are Japanese municipal curbside recycling policies efficient? Resources, Conservation and Recycling, 55(3), 325–334. https://doi.org/10.1016/j.resconrec.2010.10.005 McDougall, F., White, P., Franke, M., & Hindle, P. (2008). Integrated solid waste management: a life cycle inventory. Chemistry & …. https://doi.org/10.1007/978-1-4615-2369-7 Niza, S., Santos, E., Costa, I., Ribeiro, P., & Ferrão, P. (2014). Extended producer responsibility policy in Portugal: A strategy towards improving waste management performance. Journal of Cleaner Production, 64, 277–287. https://doi.org/10.1016/j.jclepro.2013.07.037 Paniagua, N., Giraldo, E., & Castro, L. (2011). Guía para el adecuado manejo de los residuos sólidos y peligrosos. Revista, 32. https://doi.org/10.1192/bjp.37.156.128 Passarini, F., Vassura, I., Monti, F., Morselli, L., & Villani, B. (2011). Indicators of waste management efficiency related to different territorial conditions. Waste Management, 31(4), 785–792. https://doi.org/10.1016/j.wasman.2010.11.021 Pires, A., Martinho, G., & Chang, N.-B. (2011). Solid waste management in European countries: a review of systems analysis techniques. Journal of Environmental Management, 92(4), 1033–1050. https://doi.org/10.1016/j.jenvman.2010.11.024 Prakash, C., & Barua, M. K. (2016). An analysis of integrated robust hybrid model for thirdparty reverse logistics partner selection under fuzzy environment. Resources, Conservation and Recycling, 108, 63–81. https://doi.org/10.1016/j.resconrec.2015.12.011 Prestación, P. D. E., & Servicio, D. E. L. (2016). Distrito de Barranquilla. Prodhon, C., & Prins, C. (2014). A survey of recent research on location-routing problems. European Journal of Operational Research, 238(1), 1–17. https://doi.org/10.1016/j.ejor.2014.01.005 Rascon, O. Posada & A., M. S. (2012). El Otro lado de la logistica, una vision estrategica: Tendencia del aprovisonamiento en las cadenas de valor para el desarrollo sostenible. Rojas, J., Salazar, R., Sepúlveda, Sepúlveda, M., & M Santelices, I. (2006). Residuos sólidos domiciliarios: Logística, una herramienta moderna para enfrentar este antiguo problema. Ingeniería Industrial, N°1(0717–9103), 77–88. Retrieved from http://dialnet.unirioja.es/descarga/articulo/3997023.pdf Rubio Lacoba, S. (2003). El sistema de logística inversa en la empresa: análisis y aplicaciones, 299. Retrieved from https://dialnet.unirioja.es/servlet/dctes?codigo=305 Runt, T., & Especiales, O. (2016). Tarifas Soat 2016. Salvador, N., Hervert, Z., Galván, F. S., Bautista, H., Rodríguez, R., José, J., … Rojas, R. (2015). Diseño de un sistema de recolección de residuos de botellas de plástico mediante la metodología de Checkland optimizada por, (167), 1–29. Shearer, L., Gatersleben, B., Morse, S., Smyth, M., & Hunt, S. (2016). A problem unstuck? Evaluating the effectiveness of sticker prompts for encouraging household food waste recycling behaviour. Waste Management, 1–9. https://doi.org/10.1016/j.wasman.2016.09.036 Soto Zuluaga, J. P., Thiell, M., & Colomé Perales, R. (2017). Reverse cross-docking. Omega (United Kingdom), 66, 48–57. https://doi.org/10.1016/j.omega.2016.01.010 Superintendencia de Servicios Públicos Domiciliarios República de Colombia. (2015). Disposición Final de Residuos Sólidos - Informe Nacional. https://doi.org/ISSN: 2422-2941 Transporte, M. De. (2006). Estructura de costos de operación vehicular 2006. Ministerio de Transporte, 7. Ustundag, A., & Tanyas, M. (2009). The impacts of Radio Frequency Identification (RFID) technology on supply chain costs. Transportation Research Part E: Logistics and Transportation Review, 45(1), 29–38. https://doi.org/10.1016/j.tre.2008.09.001 Valle, D. E. L., & Cauca, D. E. L. (2016). Competitividad y cadenas de abastecimiento en el sector productivo del valle del cauca, colombia, 4(1), 77–87. Vázquez, J. F. (2004). Logística inversa, 121–132. https://doi.org/9703217133 Victor, D., & Agamuthu, P. (2013). Strategic environmental assessment policy integration model for solid waste management in Malaysia. Environmental Science and Policy, 33, 233–245. https://doi.org/10.1016/j.envsci.2013.06.008 Wagner, T. P., & Broaddus, N. (2016). The generation and cost of litter resulting from the curbside collection of recycling. Waste Management, 50, 3–9. https://doi.org/10.1016/j.wasman.2016.02.004 Wang, Z., Dong, X., & Yin, J. (2016). Antecedents of urban residents’ separate collection intentions for household solid waste and their willingness to pay: Evidence from China. Journal of Cleaner Production, 1–9. https://doi.org/10.1016/j.jclepro.2016.09.223
Agrawal, S., Singh, R. K., & Murtaza, Q. (2016). Disposition decisions in reverse logistics: Graph theory and matrix approach. Journal of Cleaner Production, 137, 93–104. https://doi.org/10.1016/j.jclepro.2016.07.045 Alcaldía de Barranquilla. (2015). Plan de Gestión Integral de Residuos Sólidos – PGIRS. 2016 - 2027, 178. Antonio, J., Aguilar, A., Eduardo, M., & Zambrano, J. (2015). Mejora del servicio de recolección de residuos sólidos urbanos empleando herramientas SIG: un caso de estudio, 19(2), 118– 128. Argueta, C. M., Camilo, O., Cardona, S., Mauricio, H., Albán, G., Patricia, J., & Moreno, M. (2015). Análisis del tamaño de empaque en la cadena de valor para minimizar costos logísticos: un caso de estudio en Colombia. Estudios Gerenciales, 31, 111–121. https://doi.org/10.1016/j.estger.2014.06.009 Avendaño, E. (2015). Panorama Actual De La Situación Mundial, Nacional Y Distrital De Los Residuos Sólidos . Análisis Del Caso Bogotá D.C . Programa Basura Cero, 112. Badenes, R. (2014). La Logística Inversa: Concepto y Definición. Retrieved from https://riunet.upv.es/bitstream/handle/10251/46172/Art_Docente_LI_Cast.pdf?sequence=1 &isAllowed=y Bel, G., & Fageda, X. (2010). Empirical analysis of solid management waste costs: Some evidence from Galicia, Spain. Resources, Conservation and Recycling, 54(3), 187–193. https://doi.org/10.1016/j.resconrec.2009.07.015 Bing, X., Bloemhof, J. M., Ramos, T. R. P., Barbosa-Povoa, A. P., Wong, C. Y., & van der Vorst, J. G. A. J. (2016). Research challenges in municipal solid waste logistics management. Waste Management, 48, 584–592. https://doi.org/10.1016/j.wasman.2015.11.025 Bowersox, D. J., Closs, D. J., & Stank, T. P. (2000). Ten Mega-Trends That Will Revolutionize Supply Chain Logistics. Journal of Business Logistics, 21(2), 1–15. Caicedo, A., & Verjel, K. (2010). Propuesta para la recolección de residuos líquidos resultantes de la elaboración y consumo de alimentos en plazoletas de comida en la ciudad de Bogotá y su posterior transporte para disposición final. Pontificia Universidad Javeriana. Córdoba, M. P. (2014). Modelo De Logística Inversa Para La Recuperación Y Aprovechamiento De Residuos Plásticos Abs En Cali, 1–169. Dahlén, L., & Lagerkvist, A. (2010). Evaluation of recycling programmes in household waste collection systems. Waste Management & Research, 28(7), 577–586. https://doi.org/10.1177/0734242X09341193 Dolores, M., & Torres, J. (2007). Modelo ambiental y financiero para la recolección y manejo de las basuras en el municipio de buenaventura. Universidad Tecnológica de Pereira. En, S., & Emser, L. A. (2014). VEHICULO COMPACTADOR DE RESIDUOS Presentado por : ALBERTO MARTINEZ VILLALBA Director Administrativo, Financiero y Comercial . JUSTIFICACION :, (98). Erik Sandberg. (2011). The Reatail Industry In Western Europe: Trends, Facts and Logistics Challenges. Linkoping: Department of Management and Engineering. Everett, J. W., Maratha, S., Dorairaj, R., & Riley, P. (1998). Curbside collection of recyclables I: Route time estimation model. Resources, Conservation and Recycling, 22(3–4), 177–192. https://doi.org/10.1016/S0921-3449(98)00008-1 Fleischmann, M., Krikke, H. R., Dekker, R., & Flapper, S. D. P. (2000). A characterisation of logistics networks for product recovery. Omega, 28(6), 653–666. https://doi.org/10.1016/S0305-0483(00)00022-0 Franco, P. (2008). Aproximación teórica al concepto integral de logística. Ucpr, 65–90. Ginter, P. M. y Starling, J. M. (1978). Reverse distribution channels for recycling. California Management Review, 73–82. Retrieved from https://www.researchgate.net/publication/271695885_Reverse_Distribution_Channels_for_ Recycling Gomes, A. P., Matos, M. A., & Carvalho, I. C. (2008). Separate collection of the biodegradable fraction of MSW: An economic assessment. Waste Management, 28(10), 1711–1719. https://doi.org/10.1016/j.wasman.2007.08.017 Govindan, K., Paam, P., & Abtahi, A.-R. (2016). A fuzzy multi-objective optimization model for sustainable reverse logistics network design. Ecological Indicators, 67, 753–768. https://doi.org/10.1016/j.ecolind.2016.03.017 Greco, G., Allegrini, M., Del Lungo, C., Gori Savellini, P., & Gabellini, L. (2014). Drivers of solid waste collection costs. Empirical evidence from Italy. Journal of Cleaner Production, 106, 364–371. https://doi.org/10.1016/j.jclepro.2014.07.011 Groot, J., Bing, X., Bos-Brouwers, H., & Bloemhof-Ruwaard, J. (2014). A comprehensive waste collection cost model applied to post-consumer plastic packaging waste. Resources, Conservation and Recycling, 85, 79–87. https://doi.org/10.1016/j.resconrec.2013.10.019 Guarnieri, P., e Silva, L. C., & Levino, N. A. (2016). Analysis of electronic waste reverse logistics decisions using Strategic Options Development Analysis methodology: A Brazilian case. Journal of Cleaner Production, 133, 1105–1117. https://doi.org/10.1016/j.jclepro.2016.06.025 Gutiérrez, V., & Patricia Jaramillo, D. (2009). Reseña del Software Disponible en Colombia Para la Gestión de Inventarios en Cadenas de Abastecimiento. Estudios Gerenciales, 25(110), 125–153. https://doi.org/10.1016/S0123-5923(09)70065-8 Iriarte, A., Gabarrell, X., & Rieradevall, J. (2009). LCA of selective waste collection systems in dense urban areas. Waste Management, 29(2), 903–914. https://doi.org/10.1016/j.wasman.2008.06.002 Jacobsen, R., Buysse, J., & Gellynck, X. (2013). Cost comparison between private and public collection of residual household waste: Multiple case studies in the Flemish region of Belgium. Waste Management, 33(1), 3–11. https://doi.org/10.1016/j.wasman.2012.08.015 Jaramillo, G., & Zapata, L. M. (2008). Aprovechamiento De Los Residuos Sólidos Orgánicos En Colombia, 116. https://doi.org/10.1017/CBO9781107415324.004 Ltda, L. (2013). Ficha tecnica. Maquera, G. (2012). Logística verde e Inversa, Responsabilidad Universitaria Socioambiental Corporativa y Productividad. Apuntes Universitarios, 2(1), 31–54. https://doi.org/10.17162/AU.V0I1.16.G13 Márquez, J. (2011). Macro y microruteo de residuos sólidos residenciales, 1–91. Martin Christopher. (1999). Logistica. Aspectos Estrategicos. (LIMUSA, Ed.). Mexico. Matsumoto, S. (2011). Waste separation at home: Are Japanese municipal curbside recycling policies efficient? Resources, Conservation and Recycling, 55(3), 325–334. https://doi.org/10.1016/j.resconrec.2010.10.005 McDougall, F., White, P., Franke, M., & Hindle, P. (2008). Integrated solid waste management: a life cycle inventory. Chemistry & …. https://doi.org/10.1007/978-1-4615-2369-7 Niza, S., Santos, E., Costa, I., Ribeiro, P., & Ferrão, P. (2014). Extended producer responsibility policy in Portugal: A strategy towards improving waste management performance. Journal of Cleaner Production, 64, 277–287. https://doi.org/10.1016/j.jclepro.2013.07.037 Paniagua, N., Giraldo, E., & Castro, L. (2011). Guía para el adecuado manejo de los residuos sólidos y peligrosos. Revista, 32. https://doi.org/10.1192/bjp.37.156.128 Passarini, F., Vassura, I., Monti, F., Morselli, L., & Villani, B. (2011). Indicators of waste management efficiency related to different territorial conditions. Waste Management, 31(4), 785–792. https://doi.org/10.1016/j.wasman.2010.11.021 Pires, A., Martinho, G., & Chang, N.-B. (2011). Solid waste management in European countries: a review of systems analysis techniques. Journal of Environmental Management, 92(4), 1033–1050. https://doi.org/10.1016/j.jenvman.2010.11.024 Prakash, C., & Barua, M. K. (2016). An analysis of integrated robust hybrid model for thirdparty reverse logistics partner selection under fuzzy environment. Resources, Conservation and Recycling, 108, 63–81. https://doi.org/10.1016/j.resconrec.2015.12.011 Prestación, P. D. E., & Servicio, D. E. L. (2016). Distrito de Barranquilla. Prodhon, C., & Prins, C. (2014). A survey of recent research on location-routing problems. European Journal of Operational Research, 238(1), 1–17. https://doi.org/10.1016/j.ejor.2014.01.005 Rascon, O. Posada & A., M. S. (2012). El Otro lado de la logistica, una vision estrategica: Tendencia del aprovisonamiento en las cadenas de valor para el desarrollo sostenible. Rojas, J., Salazar, R., Sepúlveda, Sepúlveda, M., & M Santelices, I. (2006). Residuos sólidos domiciliarios: Logística, una herramienta moderna para enfrentar este antiguo problema. Ingeniería Industrial, N°1(0717–9103), 77–88. Retrieved from http://dialnet.unirioja.es/descarga/articulo/3997023.pdf Rubio Lacoba, S. (2003). El sistema de logística inversa en la empresa: análisis y aplicaciones, 299. Retrieved from https://dialnet.unirioja.es/servlet/dctes?codigo=305 Runt, T., & Especiales, O. (2016). Tarifas Soat 2016. Salvador, N., Hervert, Z., Galván, F. S., Bautista, H., Rodríguez, R., José, J., … Rojas, R. (2015). Diseño de un sistema de recolección de residuos de botellas de plástico mediante la metodología de Checkland optimizada por, (167), 1–29. Shearer, L., Gatersleben, B., Morse, S., Smyth, M., & Hunt, S. (2016). A problem unstuck? Evaluating the effectiveness of sticker prompts for encouraging household food waste recycling behaviour. Waste Management, 1–9. https://doi.org/10.1016/j.wasman.2016.09.036 Soto Zuluaga, J. P., Thiell, M., & Colomé Perales, R. (2017). Reverse cross-docking. Omega (United Kingdom), 66, 48–57. https://doi.org/10.1016/j.omega.2016.01.010 Superintendencia de Servicios Públicos Domiciliarios República de Colombia. (2015). Disposición Final de Residuos Sólidos - Informe Nacional. https://doi.org/ISSN: 2422-2941 Transporte, M. De. (2006). Estructura de costos de operación vehicular 2006. Ministerio de Transporte, 7. Ustundag, A., & Tanyas, M. (2009). The impacts of Radio Frequency Identification (RFID) technology on supply chain costs. Transportation Research Part E: Logistics and Transportation Review, 45(1), 29–38. https://doi.org/10.1016/j.tre.2008.09.001 Valle, D. E. L., & Cauca, D. E. L. (2016). Competitividad y cadenas de abastecimiento en el sector productivo del valle del cauca, colombia, 4(1), 77–87. Vázquez, J. F. (2004). Logística inversa, 121–132. https://doi.org/9703217133 Victor, D., & Agamuthu, P. (2013). Strategic environmental assessment policy integration model for solid waste management in Malaysia. Environmental Science and Policy, 33, 233–245. https://doi.org/10.1016/j.envsci.2013.06.008 Wagner, T. P., & Broaddus, N. (2016). The generation and cost of litter resulting from the curbside collection of recycling. Waste Management, 50, 3–9. https://doi.org/10.1016/j.wasman.2016.02.004 Wang, Z., Dong, X., & Yin, J. (2016). Antecedents of urban residents’ separate collection intentions for household solid waste and their willingness to pay: Evidence from China. Journal of Cleaner Production, 1–9. https://doi.org/10.1016/j.jclepro.2016.09.223
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