Warehousing and transportation logistics of mango in Colombia: A system dynamics model


  • Javier Arturo Orjuela-Castro Ph.D.(c) Universidad Distrital “Francisco José de Caldas” (Bogotá-Distrito Capital, Colombia).
  • Milton Mauricio Herrera-Ramírez Ph.D.(c) Universidad Piloto (Bogotá-Distrito Capital, Colombia).
  • Wilson Adarme-Jaimes Ph.D. Universidad Nacional de Colombia (Bogotá-Distrito Capital, Colombia).




mango, mango packaging, mango transportation, performance, supply chain, system dynamics


This paper evaluates the incidence of packing asymmetries, resulted from the use of heterogeneous packaging materials by different mango supply chain actors in Colombia, on performance measures of inventory, transportation, and quality. A system dynamics model was proposed based on the literature review on inventory and transportation logistics, the studies on asymmetries in supply chain, packing, and packaging, and the results of the characterization of the fruit chain logistics in various departments of Colombia from 2012 to 2013. We used the proposed model to test the following hypothesis: “The asymmetry in the packaging, derived from the actors’ individual management, creates inefficiencies that may be avoid if the packaging of the fruit is done thinking on the chain”. The developed simulation model allowed us to prove the proposed dynamic hypothesis. Forrester’s model includes four echelons for the supply chain: production, processing, wholesale, and retail, as well as warehousing, transportation and information.


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O. J. Caleb, U. L. Opara, and C. R. Witthuhn, “Modified Atmosphere Packaging of Pomegranate Fruit and Arils: A Review,” Food and Bioprocess Technology, vol. 5 (1), pp. 15-30, Jan. 2012. DOI: http://doi.org/10.1007/s11947-011-0525-7. DOI: https://doi.org/10.1007/s11947-011-0525-7

M. Yu and A. Nagurney, “Competitive food supply chain networks with application to fresh produce,” Europea Journal Operation Research, vol. 224 (2), pp. 273-282, Jan. 2013. DOI: http://doi.org/10.1016/j.ejor.2012.07.033. DOI: https://doi.org/10.1016/j.ejor.2012.07.033

Arshinder, A. Kanda, and Deshmukh, “Supply chain coordination: Perspectives, empirical studies and research directions,” International Journal of Production Economics, p. 326, 2008. DOI: https://doi.org/10.1016/j.ijpe.2008.05.011

M. Cao and Q. Zhang, “Supply Chain Collaboration: Roles of Interorganizational Systems, Trust, and Collaborative Culture,” Springer Science & Business Media, 2012.

H. Moharana, J. S. Murty, S. K. Senapati, and K. Khuntia, “Coordination, collaboration and integration for supply chain management,” International Journal of Interscience Management Review, vol. 2 (2), pp. 46-51, 2012.

M. Hudnurkar and U. Rathod, “Collaborative supply chain: insights from simulation,” International Journal of System Assurance Engineering and Management, vol. 3 (2), pp. 122-144, Jun. 2012. DOI: http://doi.org/10.1007/s13198-012-0114-9. DOI: https://doi.org/10.1007/s13198-012-0114-9

A. Arshinder, A. Kanda, and S. Deshmukh, “A coordination theoretic model for three level supply chains using contracts,” Indian Academy of Science, vol. 34 (5), pp. 767-798, 2009. DOI: http://doi.org/10.1007/s12046-009-0045-6. DOI: https://doi.org/10.1007/s12046-009-0045-6

J. Gustavsson, C. Cederberg, U. Sonesson, R. van Otterdijk, and A. Meybeck, “Global food losses and food waste,” FAO, Rome, Italy, 2011.

J. A. Orjuela-Castro, C. A. Castañeda-Calderón, and M. E. Calderón, “Análisis de la cadena de valor en las estructuras productivas de uchuva y tomate de árbol en la Provincia de Sumapaz y el Distrito Capital,” Ingeniería, vol. 13 (2), pp. 4-12, 2008.

J. A. Orjuela-Castro and I. A. Chavarrio- Colmenares, “Caracterización de la Cadena de Abastecimiento de Panela para la Provincia de Bajo Magdalena –Cundinamarca–,” Ingeniería, vol. 16 (2), pp. 107-124, 2011.

W. Adarme-Jaimes, M. D. Arango-Serna, and Í. D. Cárdenas, “Comportamientos logísticos en la distribución de última milla de productos alimenticios en Villavicencio, Colombia,” Revista EIA, Escuela de Ingeniería de Antioquia, vol. 11 (21), pp. 145-156, 2014.

J. A. Orjuela C, M. E. Calderón, and S. P. Buitrago, La Cadena Agroindustrial de Frutas, Uchuva y Tomate de Arbol, Bogotá, Bogotá D.C: Universidad Distrital Francisco José de Caldas, 2006, p. 191.

J. Joas, C. Desvignes, E. Vulcain and M. Lechaud, “Understanding links between preharvest conditions and postharvest management in production chains is one of the keys to ensuring fruit quality in commercial networks,” Acta Horticulturae, vol. 880, pp. 207-216x, Nov. 2010. DOI: http://doi.org/10.17660/ActaHortic.2010.880.23. DOI: https://doi.org/10.17660/ActaHortic.2010.880.23

M. M. Herrera and J. A. Orjuela, “Perspective of traceability in the food supply chain: An Approach from System Dynamics,” Ingenieria, vol. 19 (2), pp. 63-84, 2014.

Min-Agri, “Anuario Estadídtico de Frutas y Hortalizas 2007-2011 y sus Calendarios de Siembra y Cosechas Resultados Evaluaciones Agropecuarias Municipales 2011”, Editorial JL Impresores LTDA, Colombia, 2012.

Z. Li and C. Thomas, “Quantitative evaluation of mechanical damage to fresh fruits,” Trends in Food Science and Technology, vol. 35 (2), pp. 138-150, Feb. 2014. DOI: http://doi.org/10.1016/j.tifs.2013.12.001. DOI: https://doi.org/10.1016/j.tifs.2013.12.001

S. Nahmias, “Perishable Inventory Theory: A Review,” Operations Research, vol. 30 (4), pp. 680-700, Aug. 1982. DOI: http://doi.org/10.1287/opre.30.4.680. DOI: https://doi.org/10.1287/opre.30.4.680

J. A. Orjuela, M. M. Herrera and W. Casilimas, “Impact analysis of transport capacity and food safety in Bogota,” in Engineering Applications-International Congress on Engineering, 2015.

M. Nagare, P. Dutta, and A. Kambi, “Retail Inventory Management for Perishable Products with Two Bins Strategy,” International Science Index, vol. 7 (4), pp. 223-228, Apr. 2013.

A. Chande, S. Dhekane, N. Hemachandra, N. Rangaraj, “Perishable inventory management and dynamic pricing using RFID technology,” Sa ̄dhana, vol. 30 (2-3), pp. 445-465, Jun. 2005. DOI: http://doi.org/10.1007/BF02706255. DOI: https://doi.org/10.1007/BF02706255

D. Arango, W. Adarme and M. A. Otero, “Supply Coordination with Information Sharing in Colombian Agri- Food PYMES,” Dyna, vol. 78 (167), pp. 2013-212, Jun. 2011.

Z. T. Balkhi and L. Benkherouf, “On an inventory model for deteriorating items with stock dependent and time-varying demand rates,” Computers & Operations Research, vol. 31 (2), pp. 223-240, Feb. 2004. DOI: http://doi.org/10.1016/S0305-0548(02)00182-X. DOI: https://doi.org/10.1016/S0305-0548(02)00182-X

K.-L. Hou, “An inventory model for deteriorating items with stock-dependent consumption rate and shortages under inflation and time discounting,” Production, Manufacturing and Logistics, vol. 168, pp. 463-474, 2006. DOI: http://doi.org/10.1016/j.ejor.2004.05.011. DOI: https://doi.org/10.1016/j.ejor.2004.05.011

O. Ahumada and J. R. Villalobos, “A tactical model for planning the production and distribution of fresh produce,” Annals of Operations Research, vol. 190 (1), pp. 339-358, Oct. 2011. DOI: http://doi.org/10.1007/s10479-009-0614-4. DOI: https://doi.org/10.1007/s10479-009-0614-4

G. M. Kopanos, L. Puigjaner, and M. C. Georgiadis, “Simultaneous production and logistics operations planning in semicontinuous food industries”, Omega, vol. 40 (5), pp. 634-650, Oct. 2012. DOI: http://doi.org/10.1016/j.omega.2011.12.002. DOI: https://doi.org/10.1016/j.omega.2011.12.002

Z. Liu and A. Nagurney, “Multiperiod competitive supply chain networks with inventorying and a transportation network equilibrium reformulation,” Optimization and Engineering, vol. 13 (3), pp. 471-513, Sep. 2012. DOI: http://doi.org/10.1007/s11081-011-9170-2. DOI: https://doi.org/10.1007/s11081-011-9170-2

M. Van Zeebroeck, V. van Linden, H. Ramon, J. De Baerdemaeker, B. M. Nicolai, and E. Tijskens, “Review Impact damage of apples during transport and handling,” Postharvest Biology and Technology, vol. 45 (2), pp. 157-167, Aug. 2007. DOI: http://doi.org/10.1016/j.postharvbio.2007.01.015. DOI: https://doi.org/10.1016/j.postharvbio.2007.01.015

B. Soleimani and E. Ahmadi, “Measurement and analysis of truck vibration levels as a function of packages locations in truck bed and suspension,” Computers and Electronics in Agriculture, vol. 109, Nov. 2014. DOI: http://doi.org/10.1016/j.compag.2014.09.009. DOI: https://doi.org/10.1016/j.compag.2014.09.009

R. Zhou, S. Su, L. Yan, and Y. Li, “Effect of transport vibration levels on mechanical damage and physiological responses of Huanghua pears,” Postharvest Biology and Technology, vol. 46 (1), pp. 20-28, Oct. 2007. DOI: http://doi.org/10.1016/j.postharvbio.2007.04.006. DOI: https://doi.org/10.1016/j.postharvbio.2007.04.006

P. M. Reyes, “A mathematical example of the two-echelon inventory model with asymmetric market information,” Appied Mathematics and Computation., vol. 162, 2005. DOI: https://doi.org/10.1016/j.amc.2003.12.095

A. Nagurney and D. Li, “Equilibria and dynamics of supply chain network competition with information asymmetry in quality and minimum quality standards,” Computational Management Science, 2014. DOI: http://doi.org/10.1007/s10287-014-0216-8. DOI: https://doi.org/10.2139/ssrn.2409740

P. Zhang, Y. Xiong, Z. Xiong, and W. Yan, “Designing contracts for a closed-loop supply chain under information asymmetry,” Operations Research Letters, vol. 42 (2), pp. 150-155, Mar. 2014. DOI: http://doi.org/10.1016/j.orl.2014.01.004. DOI: https://doi.org/10.1016/j.orl.2014.01.004

A. M. Blanco, G. Masini, N. Petracci, and J. A. Bandoni, “Operations management of a packaging plant in the fruit industry,” Journal of Food Engineering, vol. 70 (3), pp. 299-307, Oct. 2005. DOI: http://doi.org/10.1016/j.jfoodeng.2004.05.075. DOI: https://doi.org/10.1016/j.jfoodeng.2004.05.075

M. Bill, D. Sivakumar, K. Thompson and L. Korsten, “Avocado Fruit Quality Management during the Postharvest Supply Chain,” Food Reviews International, vol. 30 (3), pp. 169-202, Jul. 2014. DOI: http://doi.org/10.1080/87559129.2014.907304. DOI: https://doi.org/10.1080/87559129.2014.907304

E. C. Ailes et al., “Microbial concentrations on fresh produce are affected by postharvest processing, importation, and season,” Journal of Food Protection, vol. 71 (12), pp. 2389-2397, Dec. 2008. DOI: http://doi.org/10.4315/0362-028X-71.12.2389. DOI: https://doi.org/10.4315/0362-028X-71.12.2389

G. H. Davarynejad, Z. Aryanpooya, and S. Persely, “Effect of modified atmosphere packaging on fresh sour cherry fruit quality,” Acta Horticulturae, vol. 1020, pp. 143-148, Feb. 2010. DOI: https://doi.org/10.17660/ActaHortic.2014.1020.19

Y. Kim, J. K. Brecht, and S. T. Talcott, “Antioxidant phytochemical and fruit quality changes in mango (Mangifera indica L.) following hot water immersion and controlled atmosphere storage,” Food Chemistry, vol. 105 (4), pp. 1327-1334, Jan. 2007. DOI: http://doi.org/10.1016/j.foodchem.2007.03.050. DOI: https://doi.org/10.1016/j.foodchem.2007.03.050

J. A. Orjuela C, A. L. Pinilla O and J. R. Rincón, “Aplicación de la tecnología de atmósfera controlada para la conservación de la granadilla,” Ingeniería, vol. 7 (2), pp. 45-53, 2001.

R. Porat et al., “Modified atmosphere / modified humidity packaging for preserving pomegranate fruit during prolonged storage and transport,” Acta Horticulturae, vol. 818, pp. 299-304, Mar. 2009. DOI: http://doi.org/10.17660/ActaHortic.2009.818.44. DOI: https://doi.org/10.17660/ActaHortic.2009.818.44

S. P. Singh, V. Chonhenchob, and J. Singh, “Life cycle inventory and analysis of re-usable plastic containers and display-ready corrugated containers used for packaging fresh fruits and vegetables,” Packaging Technology and Science, vol. 19 (5), pp. 279-293, Sep. 2006. DOI: http://doi.org/10.1002/pts.731. DOI: https://doi.org/10.1002/pts.731

Proexport-Colombia, “Cartilla de empaques y embalajes para exportación,” Proexport- Colombia, Bogotá, 2003.

NTC 5422. [online]. Available: http://www.corabastos.com.co/sitio/images/documents/08-Norma_Tecnica_Colombiana_5422.pdf. [cited: 20 enero 2016].

J. A. Galvis and H. Arjona, “Influencia de la temperatura y el tiempo de almacenamiento en la conservación del fruto de mango (Mangífera índica L) variedad Van Dyke Colombia,” Agronomia Colombiana , vol. 19 (1-2), pp. 25-35, 2002.

J. A. Galvis, H. Arjona, G. Fischer, and R. Martínez, “Using modified atmosphere packaging for storing “Van Dyke” mango (mangífera índica L) fruit Colombia,” Agronomia Colombiana, vol. 23 (2), p. 269-275, 2005.

NTC 1266-2. [online]. Available: https://www.scribd.com/document/58309560/NTC-1266-2-Mango-Especificaciones-Del-Empaque.

V. Chonhenchob and S. P. Singh, “A Comparison of Corrugated Boxes and Reusable Plastic Containers for Mango Distribution,” Packaging Technology and Science, vol. 16 (6), pp. 231-237, Nov. 2003. DOI: http://doi.org/10.1002/pts.630. DOI: https://doi.org/10.1002/pts.630

I. Castañeda, J. L. Canal, and J. A. Orjuela, “Caracterización de la Logística de la Cadena de Abastecimiento Agroindustrial Frutícula en Colombia,” Facultad de Ingeniería, Bogotá, 2013.

J. W. Forrester, Industrial Dynamics, Cambridge: Massachusetts Institute, 1961.

H. Akkermans and N. Dellaert, “The rediscovery of industrial dynamics: the contribution of system dynamics to supply chain management in a dynamic and fragmented world,” System Dynamic Review, vol. 21 (3), pp. 173-186, 2005. DOI: http://doi.org/10.1002/sdr.317. DOI: https://doi.org/10.1002/sdr.317

J. Morecroft and J. Sterman, Modeling for Learning, Portland, OR: Productivity Press, 1994.

DANE, “Encuesta Nacional Agropecuaria”, 2013. [online]. Available: https://www.dane.gov.co/index.php/agropecuario-alias/estadisticas-agricolas-y-pecuarias-ena.

Agronet, «http://www.agronet.gov.co», 2013. [online]. Available: http://www.agronet.gov.co/agronetweb1/Estadisticas.aspx.



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Orjuela-Castro, J A, Herrera-Ramírez, M M, & Adarme-Jaimes, W. (2017). Warehousing and transportation logistics of mango in Colombia: A system dynamics model. Revista Facultad de Ingeniería, 26(44), 73–86. https://doi.org/10.19053/01211129.v26.n44.2017.5773