International Journal of Advanced Engineering
Research and Science (IJAERS)
Peer-Reviewed Journal
ISSN: 2349-6495(P) | 2456-1908(O)
Vol-9, Issue-6; Jun, 2022
Journal Home Page Available: https://ijaers.com/
Article DOI: https://dx.doi.org/10.22161/ijaers.96.36
www.ijaers.com Page | 346
Sustainability of Passenger Waterway Transportation
under Demand and Service Level Constraints: A case
study in Belém, Brazil
Maisa Sales Gama Tobias
1
, Marcus Pinto da Costa da Rocha
2
, Paulo Sérgio Lima Pereira
Afonso
3
1
Institute of Technology, Federal University of Pará, Augusto Correa St., 1, Belém, Brasil, 66.075-110
Corresponding author: isatobias1@gmail.com
2
Institute of Exact and Natural Sciences, Federal University of Pará, Augusto Correa St., 1, Belém, Brasil, 66.075-110
marcus.rocha60@gmail.com
3
Department of Production and Systems, Algoritmi Research Center, University of Minho, Campus Azurém, Guimarães, Portugal, 4804-
533
paulo.sergio.lima.pereira.afonso@gmail.com
Received: 22 May 2022,
Received in revised form: 15 Jun 2022,
Accepted: 21 Jun 2022,
Available online: 30 Jun 2022
©2022 The Author(s). Published by AI
Publication. This is an open access article
under the CC BY license
(https://creativecommons.org/licenses/by/4.0/).
Keywords— sustainability, waterway
transportation, cost model, activity-
based costing, linear programming.
Abstract— Waterway transportation is a very ancient mobility solution.
Amazon region represents a good case study, where waterway transport
played and is still playing a very important role. Nevertheless, passenger
waterway transportation lacks economic models that help in designing and
implementing strategies towards sustainability. In this work, a cost model of
passenger waterway transportation was developed based on the
assumptions of activity-based costing and used linear programming for cost
optimization under demand and service level restrictions, with an objective-
function of profit maximization of service. The model was applied in a
passenger waterway transportation company to three crossings in Belém
city - Brazil, for passengers and cargo, and vehicle transportation,
operating on trips between Belém and Marajó Island. Different simulations
in order to explore the opportunities and conditions of operational cost
reductions were made. The search was for the best relation between cost
and profit, i. e., model parameters include variable cost, profit and
maximum number of possible trips. On results, cost reduction alternatives
were established in order to reach the maximum profit and number of trips.
The model proved to be useful for the design of sustainable waterway
transportation services through the analysis of feasible and effective cost
reduction strategies.
I. INTRODUCTION
Waterway transportation services have been using
notably seas and rivers, lakes and canals to transport
people where the natural conditions are favorable or where
no other alternatives are feasible or represent a better
economic solution. Using the water to travel and to
transport was the first type of transportation to employ an
energy source other than human or animal power; i.e.,
wind [1]. More recently, the development of the steam
engine revolutionized water transportation because the
energy source resulted more constant and reliable. In
certain regions, waterway transportation systems are still