About Us
At the Megacities Logistics Lab, we focus on solving real world problems using state of the art techniques that provide ROI to our partners by using data-centric and data-driven solutions to empower complex operational, tactical, and strategic decision making in the urban logistics environment.
Our Work
At the Megacity Logistics Lab, we address these challenges by bringing together business, logistics, and urban planning perspectives to develop appropriate technologies, infrastructures, and policies for sustainable urban logistics operations.
Our work aims to promote new urban delivery models, from unattended home delivery solutions to smart locker systems, to click & collect services, to drone delivery. We are pushing the limits of existing logistics network designs as future city logistics networks need to support omni-channel retail models, smaller store formats, increased intensity of deliveries, coordinate multiple transshipment points, engage a wider range of vehicle technologies – including electric and autonomous vehicles – and support complex inventory balancing and deployment strategies.
The Challenges of Urban Logistics
Logistics is a quality of life enabler. It provides for the delivery of goods and services to city dwellers and allows them to enjoy and benefit from the urban environment. Yet, urban logistics comes with its fair share of challenges and the emerging urban context has increased network complexity in three main ways.
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Urban growth occuring in Asia and Africa by 2050
Challenge 1: Demand Growth
Humanity is in the midst of the greatest migration of all times, that from rural to urban. The UN expects 70% of world population to live in cities by 2050 and most of the growth is to come from emerging markets and new global economic hot stops. This growth is to lead to business opportunities and potential market openings, but demand growth will put additional stress on current and future transportation networks.
Challenge 2: Evolving Consumer Expectations
The increased penetration of electronics has triggered a boom in the amount of direct shipments from manufacturers and retailers to individual consumers and is leading to the I-want-it-now economy. These direct deliveries exert increased pressure on existing last-mile transportation networks, leading to fragmentation and increased complexity of operations and requiring greater coordination between stakeholders to reach desired service levels (such as 60-minute delivery).
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e-Commerce growth in 2017
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Supply Chain cost associate with last-mile
Challenge 3: Policy Strictness
Increasingly stringent regulations to curb air and noise pollution are leading cities to reduce road access and parking spaces in favor of active and public transportation infrastructure. These policies disproportionally impact logistics operations that need to balance compliance while providing for their expected growth and increasingly rigorous customer expectations.
Our Team
We are a group of researchers dedicated to solving the challenges of last-mile distribution in an urbanized world.
MATTHIAS WINKENBACH
Director
Dr. Matthias Winkenbach is a Research Scientist at the MIT Center for Transportation and Logistics and the Director of the MIT Megacity Logistics Lab and the MIT Computational Analytics, Visualization & Education (CAVE) Lab.
MILENA JANJEVIC
Research Scientist
Milena Janjevic is a Research Scientists at the Megacity Logistics Lab. Milena has extensive experience in modeling and designing supply chain distribution networks.
JUAN CARLOS PIÑA PARDO
Postdoctoral Researcher
Dr. Juan Carlos Piña Pardo is a Postdoctoral Associate at the MIT Megacity Logistics Lab. His research focuses on developing optimization models for last-mile logistics.
JONAS LEHMANN
PhD Candidate | Research Assistant
Jonas Lehmann is a Ph.D. student at CTL through MIT’s Civil and Environmental Engineering department. He is a graduate Research Assistant at CTL’s Megacity Logistics Lab, and his research focuses on quantitative modeling to improve urban and last-mile logistics.
STEVEN PARKS
PhD Candidate | Research Assistant
Steven is a research assistant in the Megacity Logistics Lab and a PhD student in the Interdepartmental Program in Transportation. His research focuses on employing optimization and data science to make delivery operations in big cities more sustainable.
SAMUEL CHIN
PhD Student | Research Assistant
Samuel Chin is a research assistant in the Megacity Logistics Lab and a PhD student in the Interdepartmental Program in Transportation. His research focuses on employing machine learning and reinforcement learning to vehicle routing problems.
AUSTIN SARAGIH
PhD Student | Research Assistant
Austin Saragih is a Ph.D. student in Transportation and a Graduate Research Assistant at CTL. His research interests include using analytics techniques (predictive, prescriptive, causal, visual) to solve supply chain problems (supply chain design, routing, delivery).
LUC GENDRE
Masters Candidate
Luc Gendre is a master’s student in the Technology and Policy Program at MIT. As a research assistant in the Megacity Logistics Lab, he works on developing visual analytics tools to facilitate supply chain design.
JOEY NOSZEK
PhD Student | Research Assistant
Joey Noszek is a research assistant at the Megacity Logistics Lab who is currently pursuing a Master of Science in Transportation. His research focuses on measuring inefficiencies in vehicle routing.
SARAH SCHAUMANN
Visiting PhD Candidate | Research Assistant
Sarah Schaumann is a visiting Ph.D. candidate from ETH Zürich at the Megacity Logistics Lab. Her quantitative research focuses on last-mile logistics in the commercial and humanitarian sectors.
Current Research Collaborators
RITA MARIA DIFRANCESCO
Professor | EADA, Spain
ISABELLE VAN SCHILT
PhD Candidate | TU Delft
HUGO YOSHIZAKI
Professor | USP, Brazil
STEPHAN WAGNER
Professor | ETH Zürich
STEFAN SPINLER
Professor | WHU, Germany
JAN FRANSOO
Professor | Tilburg University
GILBERTO MONTIBELLER
Professor | Loughborough University
Former Students & Researchers
MATTHIEU CREPY
Former Masters Candidate
JULIE POULETT
Former Masters Candidate
ANDRÉ SNOECK
Former PhD Candidate
MICHELE SIMONI
Former Post-doctoral Associate
FELIX BERGMANN
Former PhD Candidate | ETH Zurich, Switzerland
ALEXANDER HESS
Former PhD Candidate | WHU Germany
ARIANNA SEGHEZZI
Former PhD Candidate | Politecnico Milano, Italy
FARRI GABA
Former Masters Candidate
XAVIER LAVENIR
Former Masters Candidate
MAGGIE WILSON
Former Masters Candidate
DANIEL MERCHAN
Former PhD Candidate
ROEL POST
Former Masters Candidate
MOHAMMAD MOSHREF-JAVADI
Former Post-doctoral Associate
ESTEBAN MASCARINO
Former Masters Candidate