An Integrated Algorithm for Shift Scheduling Problems for Local Public Transport Companies

Author(s):  
Claudio Ciancio ◽  
Demetrio Laganá ◽  
Roberto Musmanno ◽  
Francesco Santoro
Omega ◽  
2018 ◽  
Vol 75 ◽  
pp. 139-153 ◽  
Author(s):  
Claudio Ciancio ◽  
Demetrio Laganà ◽  
Roberto Musmanno ◽  
Francesco Santoro

Energies ◽  
2021 ◽  
Vol 14 (20) ◽  
pp. 6610
Author(s):  
Raka Jovanovic ◽  
Islam Safak Bayram ◽  
Sertac Bayhan ◽  
Stefan Voß

Electrifying public bus transportation is a critical step in reaching net-zero goals. In this paper, the focus is on the problem of optimal scheduling of an electric bus (EB) fleet to cover a public transport timetable. The problem is modelled using a mixed integer program (MIP) in which the charging time of an EB is pertinent to the battery’s state-of-charge level. To be able to solve large problem instances corresponding to real-world applications of the model, a metaheuristic approach is investigated. To be more precise, a greedy randomized adaptive search procedure (GRASP) algorithm is developed and its performance is evaluated against optimal solutions acquired using the MIP. The GRASP algorithm is used for case studies on several public transport systems having various properties and sizes. The analysis focuses on the relation between EB ranges (battery capacity) and required charging rates (in kW) on the size of the fleet needed to cover a public transport timetable. The results of the conducted computational experiments indicate that an increase in infrastructure investment through high speed chargers can significantly decrease the size of the necessary fleets. The results also show that high speed chargers have a more significant impact than an increase in battery sizes of the EBs.


2017 ◽  
Vol 21 (3) ◽  
pp. 285-304 ◽  
Author(s):  
Sana Dahmen ◽  
Monia Rekik ◽  
François Soumis

2021 ◽  
Vol 16 (04) ◽  
pp. 137-161
Author(s):  
Regiane Máximo Siqueira ◽  
Caio Vitor Beojone

Purpose – this paper aims to develop a non-stationary hypercube model capable of uniting the properties that models for both problems seek (location and shift-scheduling problems). Theoretical framework – We present the proposed model using a mixed discrete-continuous time Markov chain and compares it to a discrete-event simulation through an illustrative example. Design/methodology/approach – The method used in this paper is quantitative with a comparison between an approach of simulation and an exact model. Findings – The results show a high similarity between both models. However, the proposed model does not present noise in performance measures such as waiting times and travel times. Nevertheless, the study of their residuals revealed that the proposed model has a lower sensitivity to events, such as shift endings and imperfections in dispatch preferences. Further studies may reduce such a variation by improvements in the calculations of performance measurements. Research, Practical & Social implications – The mentioned results suggest that the proposed model may become an option for applications uniting location and shift-scheduling problems. Originality/value – When developing location problems, we seek models that are capable of representing the pertinent geographic characteristics to the problem. On the other hand, when developing shift-scheduling problems, we seek models capable of capturing transient fluctuations in the components (such as demand, service times, available workforce, among others) of such a system. Therefore, in the search to improve the daily operations of systems, such as emergency service systems (ambulances, police, firefighters) using either of the two problems individually, it may lead to flawed conclusions. Keywords - Emergency Service Systems; Queueing Theory; Hypercube non-stationary; Discrete Event Simulation; Performance Measurement.


Constraints ◽  
2009 ◽  
Vol 16 (1) ◽  
pp. 54-76 ◽  
Author(s):  
Marie-Claude Côté ◽  
Bernard Gendron ◽  
Claude-Guy Quimper ◽  
Louis-Martin Rousseau

2008 ◽  
Vol 42 (2) ◽  
pp. 229-258 ◽  
Author(s):  
Monia Rekik ◽  
Jean-François Cordeau ◽  
François Soumis

1982 ◽  
Vol 14 (3) ◽  
pp. 147-155 ◽  
Author(s):  
R. W. Lieberman ◽  
I. B. Turksen

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