International Journal of Applied Science and Engineering
Published by Chaoyang University of Technology

Alain Widjanarkaa,b*, Budisantoso Wirjodirdjoa, I Nyoman Pujawana, and Imam Baihaqic

aDepartment of Industrial Engineering, Sepuluh Nopember Institute of Technology, Sukolilo, Surabaya, Indonesia
bDepartment of Operation Management, School of Management PPM, Menteng, Jakarta, Indonesia
cDepartment of Business Management, Sepuluh Nopember Institute of Technology, Sukolilo, Surabaya, Indonesia


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Freight forwarders are the crucial partner for the carrier to utilize its capacity. Carrier will be prepared the capacity while freight forwarder is generated demand, which is intended to use the capacity. Carrier, firstly, offers capacities to the freight forwarder before selling those under spot market mechanism. Therefore, prior to the distribution process, freight forwarders booked some amount of capacities and they are trying to sell those to shippers that have the shipping demand. They generate profit from each of the capacity that has been sold. Since freight forwarders had been booked just before demand arise, then they are faced two kinds of risk. Either freight forwarders are dealing with the overbooked capacity or shortage capacity. This article provides the optimum capacity-booking model that derivate from freight forwarder expected profit model. Freight forwarders will earn a maximum profit at a particular number of capacity booked. Further study is extended in the coalition scenario to response demand uncertainty. Under the proposed scenario, freight forwarders have the opportunity to share capacity without any discrimination rate. The overbooked and shortage capacity tends to decrease and it will improve the profitability. The result demonstrated that coalition is not only affected the expected profit but also impact to the quantity of capacity booked.

Keywords: Coalition; freight forwarder; capacity booked; optimum capacity-booking

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  1. [1] Gupta, D. 2008. Flexible carrier – forwarder contracts for air cargo business. Journal of Revenue and Pricing Management, 7, 4: 341–357. doi: 10.1057/rpm.2008.29

  2. [2] Hellermann, R. 2006. “Capacity Options for Revenue Management: Theory and Applications in the Air Cargo Industry”. Springer-Verlag, Berlin, Heidelberg.

  3. [3] Hanke, M. 2013. Seafreight Forwarding - Business Model Under Pressure? Presentation to Eidgenössische Technische Hochschule Zürich, Logistics Management, Roland Berger Strategy Consultant, Zürich.

  4. [4] Styhre, L. 2010. “Capacity Utilisation in Short Sea Shipping”. Ph.D thesis, Chalmers University of Technology, GÖteburg, Sweden.

  5. [5] Krajewska, M. A., and Kopfer, H. 2006. Collaborating freight forwarding enterprises. OR Spektrum, 28, 3: 301–317. doi: 10.1007/s00291-005-0031-2

  6. [6] Krajewska, M. A., Kopfer, H., Laporte, G., Ropke, S., and Zaccour, G. 2008. Horizontal cooperation among freight carriers: request allocation and profit sharing. Journal of the Operational Research Society, 59, 11: 1483–1492. doi: 10.1057/palgrave.jors.2602489

  7. [7] Saeed, N. 2013. Cooperation among freight forwarders: Mode choice and intermodal freight transport. Research in Transportation Economics. 42, 1: 77-86. doi: 10.1016/j.retrec.2012. 11.005

  8. [8] Ankersmit, S., Rezaei, J., and Tavasszy, L. 2014. The potential of horizontal collaboration in airport ground freight services. Journal of Air Transport Management, 40: 169-181. doi: 10.1016/j.jairtraman.2014.07.005

  9. [9] Wang, X., H. Kopfer, and Gendreau, M. 2014. Operational transportation planning of freight forwarding companies in horizontal coalitions. European Journal of Operational Research, 237, 3: 1133-1141. doi: 10.1016/j.ejor.2014.02.056 

  10. [10] Bing, L. and Bhatnagar, R. 2013. Optimal capacity booking in air cargo transportation. Journal of Revenue and Pricing Management, 12, 3: 235-253. doi: 10.1057/rpm.2012.31

  11. [11] Li, L. and Zhang, R. Q. 2015. Cooperation through capacity sharing between competing forwarders. Transportation Research Part E: Logistics and Transportation Review, 75: 115-131. doi: 10.1016/j.tre.2014.11.003

  12. [12] Lin, D., Lee, C. K. M., and Yang, J. 2017. Air cargo revenue management under buy-back policy. Journal of Air Transport Management, 61: 53-63. doi: 10.1016/j.jairtraman.2016. 08.012


Received: 2018-06-25
Revised: 2018-10-09
Accepted: 2018-10-11
Available Online: 2018-10-11

Cite this article:

Widjanarka, A., Wirjodirdjo, B., Pujawan, I N., Baihaqi, I. 2018. Coalition in utilization capacity in container transportation services. International Journal of Applied Science and Engineering, 15, 95-104.