A matheuristic method for planning railway freight transportation with hazardous materials. (August 2019)
- Record Type:
- Journal Article
- Title:
- A matheuristic method for planning railway freight transportation with hazardous materials. (August 2019)
- Main Title:
- A matheuristic method for planning railway freight transportation with hazardous materials
- Authors:
- Abuobidalla, Omar
Chen, Mingyuan
Chauhan, Satyaveer - Abstract:
- Abstract: Railway freight transportation planning problem aims at determining trip plans of transporting various commodity demands within given time periods. Since freight transportation is typically performed for a group of train cars or blocks, decisions must be made on proper or optimized blocking. Integrating blocking decisions into trip planning generation process is a challenging problem. In this research, an optimization model is proposed to determine the route for a demand car to travel from its origin to destination, the blocks to be transported with and the sequence of trains to be assigned to, given the schedule of train services as well as train and yard capacities. The proposed model, similar to multicommodity network design model, has non-linear functions to represent hazardous material risks to be minimized. A preprocessing procedure is developed to reformulate the proposed model for more efficient computing and a heuristic solution method is designed for solving realistic freight transportation problem in practice. Numerical examples are presented to illustrate the developed mathematical model and the solution procedure. Highlights: A mathematical model for routing and scheduling of hazmat freights with blocking decisions in railway. A Matheuristic method to solve a real size problems. Numerical examples to illustrate the developed model and solution procedure. Close-to-optimal solutions can be generated using the developed method in solving real-sizeAbstract: Railway freight transportation planning problem aims at determining trip plans of transporting various commodity demands within given time periods. Since freight transportation is typically performed for a group of train cars or blocks, decisions must be made on proper or optimized blocking. Integrating blocking decisions into trip planning generation process is a challenging problem. In this research, an optimization model is proposed to determine the route for a demand car to travel from its origin to destination, the blocks to be transported with and the sequence of trains to be assigned to, given the schedule of train services as well as train and yard capacities. The proposed model, similar to multicommodity network design model, has non-linear functions to represent hazardous material risks to be minimized. A preprocessing procedure is developed to reformulate the proposed model for more efficient computing and a heuristic solution method is designed for solving realistic freight transportation problem in practice. Numerical examples are presented to illustrate the developed mathematical model and the solution procedure. Highlights: A mathematical model for routing and scheduling of hazmat freights with blocking decisions in railway. A Matheuristic method to solve a real size problems. Numerical examples to illustrate the developed model and solution procedure. Close-to-optimal solutions can be generated using the developed method in solving real-size problems. … (more)
- Is Part Of:
- Journal of rail transport planning & management. Volume 10(2019)
- Journal:
- Journal of rail transport planning & management
- Issue:
- Volume 10(2019)
- Issue Display:
- Volume 10, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 10
- Issue:
- 2019
- Issue Sort Value:
- 2019-0010-2019-0000
- Page Start:
- 46
- Page End:
- 61
- Publication Date:
- 2019-08
- Subjects:
- Railway freight train planning and scheduling -- Integrated blocking and routing -- Hazardous material transportation
Railroads -- Periodicals
Railroads -- Planning -- Periodicals
Railroads -- Management -- Periodicals
Railroads
Railroads -- Management
Railroads -- Planning
Periodicals
385.068 - Journal URLs:
- http://www.sciencedirect.com/science/journal/22109706 ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.jrtpm.2019.06.001 ↗
- Languages:
- English
- ISSNs:
- 2210-9706
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 11151.xml