Simulate travel demand under carrots and sticks measures

Description

The aim of this project is to enhance an existing agent-based simulation framework to simulate GHG emissions under different carrot and stick scenarios. MATSim, an open-source disaggregated modeling framework, is used to simulate traffic flow in real-life conditions. MATSim modeling is used to simulate travel demand in small cities. Using this technique, travelers are simulated individually during the whole simulated day. The influence of incentives and policies on travel demand will be examined.

Research Field

- Greenhouse gas emissions
- Transportation engineering
- Modal shift
- Sustainable mobility
- Discrete choice experiment
- Gamification
- Simulation
- Policy analysis
- Travel behavior analysis
- Agent-based modeling

Research Supervisor

Bobin Wang

Research Environment

Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT); Institute Intelligence and Data (IID); Interdisciplinary Research Center in Operationalization of Sustainable Development (CIRODD); Research Consortium FORAC

Valuing equity, diversity, and excellence, Université Laval is strongly committed to providing inclusive work and living environments for all students. In our lab, students will become members of the Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Institute Intelligence and Data (IID), Interdisciplinary Research Center in Operationalization of Sustainable Development (CIRODD), and Research Consortium FORAC. They can benefit from various scientific activities (e.g., conferences, workshops, training, summer schools, internships, etc.) and a dynamic working environment given by recognized researchers in the field of networks. They can practice both English and French here.

Web Site

Financial Aid Available by Program of Study

Doctorate in Administrative Science - Operations and Decision-Making Systems

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Admissions scholarships	Amount
Student Awards and Financial Aid Office (BBAF)	$2,000
Doctoral support fund (FSA ULaval) in collaboration with the FESP	$13,000 (3 instalments)
Total admissions scholarships available	$15,000
Program milestones (progression scholarships)	Amount
1. Doctoral exam	$5,000
2. Thesis project	$6,000
3. First submission of thesis	$4,000
Total progression scholarships	$15,000
Other potential funding from FSA ULaval	Amount
Doctoral scholarship application	$2,000
Expense allowance for presentations at scientific conventions	$5,000
Publication of a scientific article related to the research topic over the course of the program	$4,500 (3 x $1,500)
2 possible teaching assistantships	$17,000 (2 x $8,500)
Potential contribution from FSA ULaval	$10,000
Total other funding	$38,500

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Doctorate in Civil Engineering

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Progression scholarship 1 - 7	7 x $1,600
Progression scholarship 8	$800
Total	$12,000

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Doctorate in Computer Science

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Progression scholarship 1 - 7	7 x $1,600
Progression scholarship 8	$800
Total	$12,000

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Doctorate in Mathematics

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Progression scholarship 1 - 7	7 x $1,600
Progression scholarship 8	$800
Total	$12,000

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Doctorate in Merchanical Engineering

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Progression scholarship 1 - 7	7 x $1,600
Progression scholarship 8	$800
Total	$12,000

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Doctorate in Statistics

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Progression scholarship 1 - 7	7 x $1,600
Progression scholarship 8	$800
Total	$12,000

Université Laval: Student Financial Aid

Funding source	Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)	$30,000
Citizens of the World Scholarship (International students)	$30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$25,000 to $40,000$
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000.

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Administrative Science - Operations and Decision-Making Systems

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone	Amount
Admissions scholarship	$3,000
Thesis submission in 24 months or less	$4,000
Total	$7,000

Other possible support funds from FSA ULaval

Publication of a scientific article related to the research topic over the course of the program : $4,500 (3 x $1,500)

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Civil Engineering with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Computer Science with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Mathematics with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Mechanical Engineering with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Master's Degree in Statistics with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Université Laval: Student Financial Aid

Sources de financement	Montant
Leadership and Comittment Scholarship (Canadians & permanent residents)	$10,000
Citizens of the World Scholarship (International students)	$20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)	$1,500 to $3,000
Graduate Scholarships from Granting Agencies	$20,000 to $27,000
Online Directory of Graduate Scholarships (in French)	$500 to $50,000

_{* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.}

Desired Profile

- Supply chain, operations and logistics
- Computer Software
- Mathematics, Statistics and Actuarial Science
- Civil and Water Engineering
- Mechanical Engineering
- Software Engineering
- Industrial Engineering
- Statistic
- Artificial intelligence

Requirements and Conditions

- To have maintained a minimum GPA of B (or equivalent)
- To have a strong interest in research on transportation problems, such as those presented in the project description

Required Documentation

- Cover letter
- Curriculum vitæ
- Student transcript

Send all your documents to a single email at the following address: bobin.wang@gmc.ulaval.ca. Indicate clearly in the Subject of the email the title and number of the project for which you want to be considered. Thank you!

Find Out More

Bobin Wang
Département de génie mécanique
bobin.wang@gmc.ulaval.ca