Main research interests: Coordination within and among transport hubs
4S Framework: Real-time coordination of
Smart Equipment in Smart Hubs for Smart Ports in Smart Networks
Massive introduction of
Sensing, Computation, and Communication Technologies
Postdoc Vacancy in Autonomy and Cooperation of Zero-Emission Autonomous Vessels
Click for more info
PhD Position Vacancy in Safe control and coordination of inland waterway systems
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Inauguration Speech on communication, logistics, autonomous ships, and multi-machine engineering
"What if ships could talk?", or: Coordination for Real-Time Logistics
Watch the public presentation online]
Prospective students Multi-Machine Engineering (MME):
Interested in becoming a multi-machine Master of Science at TU Delft?
This video tells you all about our 2-year MSc program.
Dynamic optimization of ship energy efficiency considering time-varying environmental factors
"Nowadays, optimization of ship energy efficiency attracts increasing attention in order to meet the requirement for energy conservation and emission reduction. Ship operation energy efficiency is significantly influenced by environmental factors such as wind speed and direction, water speed and depth, etc. Owing to inherent time-variety and uncertainty associated with these various factors, it is ..." [ More...] K. Wang, X. Yan, Y. Yuan, X. Jiang, X. Lin, R.R. Negenborn. Dynamic optimization of ship energy efficiency considering time-varying environmental factors. Transportation Research Part D: Transport and Environment, vol. 62, pp. 685-698, July 2018.
[ Publications: Recent]
[ In pictures]
[ Control & Coordination]
[ Transport Logistics]
Recently added publications
Y. Zhang, B. Atasoy, R.R. Negenborn. Preference-based multi-objective optimization for synchromodal transport. Transportation Research Record, 2021. Open access. A. Haseltalab, L. van Biert, H.D. Shapra, B.T.W. Mestemaker, R.R. Negenborn. Component sizing and energy management for
SOFC-based ship power systems. Energy Conversion and Management, vol. 245, no. 114625, October 2021. Open access. A. Haseltalab, F. Wani, R.R. Negenborn. Multi-level model predictive control for all-electric ships with hybrid power generation. International Journal of Electrical Power and Energy Systems, vol. 135, no. 107484, February 2022. Open access. Z. Du, R.R. Negenborn, V. Reppa. Multi-vessel cooperative speed regulation for ship manipulation in towing scenario. Accepted for the 13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles (IFAC CAMS'21), Oldenburg, Germany, September 2021. J. Xin, C. Meng, A. D'Ariano, D. Wang, R.R. Negenborn. Mixed-integer nonlinear programming for energy-efficient container handling: formulation and customized genetic algorithm. Transactions on Intelligent Transportation Systems, 2021. Early access online.
How will autonomous ships work?
Research in Sketches
Active topic cloud (past 3 years)
transport over water,
control of ships
transportation networks, inter-terminal transport
reinforcement learning, Kalman filters, learning robots
The Brain of TU Delft
H2020 MG-2-6-2019 -- NOVIMOVE: "Novel inland waterway transport concepts"
H2020 European training and research network on Autonomous Barges for Smart Inland Shipping
Promoting Green Transport and Mobility: "AVATAR"
Maritime Innovation-Impulse Project: NoMES: Novel and Minimized Emissons Shipping
NWO Topsector Water & Maritiem:
Blauwe Route -- "TRiLOGy" and " READiNESS"
Interreg 2 Seas: "ISHY: Implementation of Ship Hybridisation"
A multi-machine engineering perspective
H2020 EU.3.2.5 2017: Cross-cutting marine and maritime research:
"Space@Sea -- Transport & Logistics"
"Impulse Autonomous Shipping for Amsterdam 2018"
"Port Impact of Autonomous Ship Applications"
NWO Social & Physical Sciences 2016
"Complexity Methods for Predictive Synchromodality" (COMET-PS)
STW Perspectief 2015 Program "i-CAVE"
Strategic Innovation Project AIDA:
Automatic Identification of Research Trends
STW Water 2015 Program "GasDrive"
Topsector Water/STW Maritime 2013
Inter Terminal Transport at the Port of Rotterdam
Towards guaranteed port accessibility
Innovational Research Incentives
Scheme 2010 VENI
AIDA -- The Booklet
Automatic Research Positioning & Trend Identification
Journal Special Issues
Computational Transport Logistics at Work
(Special issue of Transportation Research Part E)
(Special issue of SWZ Maritime 2017/02)
(Special issue of SWZ Maritime 2015/10)
Water Prediction and Control Technology
(Special issue of Journal of Hydroinformatics)
Videos on Inter Terminal Transport
Opportunities for Real-Time Coordination
Automated MTS and waterborne AGVs as solution?