Research themes       Rudy Negenborn
Assistant Professor
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Research theme: Intelligent multi-agent control for flexible coordination of transport hubs
   

    

Global transport flows are becoming more large-scale and complex. The volume of materials and goods being transported on a daily basis over roads, waterways, tracks and through the air keeps increasing. As this volume increases, different parts of the global transport infrastructure become more dynamically coupled. Events such as unexpected weather conditions, strikes, traffic congestion, etc. therefore give rise to disturbances that affect larger parts of the total transport infrastructure. Therefore, these systems reach the limits of their capacity more frequently, causing more delays, higher costs, and extra emissions. At the same time, however, society makes more stringent demands on the system's performance: delays must be shorter, costs must be lower, and emissions must be reduced.

Today, control of the global transport network is done in a very decentralized way, in which actions that influence transport flows are determined at local transport hubs using information from only a relatively small part of the complete system. To meet society's requirements, a new control methodology has to be developed that maximizes the use of the flexibility in the entire transport system by using much more overall information. We are working on developing such a distributed and scalable control methodology for efficiently improving the real-time operation of large-scale transport systems.

Related projects
2011/01 - ongoingIntelligent multi-agent control for flexible coordination of transport hubs2010 Innovational Research Incentives VENI Scheme of the Dutch Technology Foundation STW.

2011/11 - ongoingDUBROVNIK -- Towards improved hinterland accessibility for the Port of RotterdamNext Generation Port Infra Grant -- Powered by Maasvlakte 2.

 
2011/12 - ongoing   Multi-level and multi-agent control of intelligent infrastructures   Le Li, PhD project
2011/09 - ongoing   Intelligent control for optimizing the operation of automated container terminals   Jianbin Xin, PhD project
 
2012   Coordinating vessels for delay minimization   Jelmer Hengeveld, MSc graduation project
2011   Revenue forecasting at KLM   Merijn van Aartrijk, MSc graduation project
2011   Modeling of operational processes at intermodal container terminals   Yunsong Yan, MSc graduation project
2011   Improving the distribution network of libraries in The Netherlands   Nick van der Noorda, MSc graduation project
 
2012   Distributed control for coordination of operations in large harbors    Herbert Schroer, MSc literature project
2011   Guaranteed accessibility of the Port of Rotterdam and its hinterland   Jasper Pijnenborg, MSc literature project
2011   A new operational model for cooperation in harbor networks    Jelmer Hengeveld, MSc research project
2011   Evaluation of storage yard controller strategies for maritime container terminals    Robbert van Zijverden, MSc research project
[View a short movie with results]
2011   Dynamical effects and interaction between freight transport navigation and water infrastructure   Jelmer Hengeveld, MSc literature project
2011   Realistic container terminal modeling    Willem Maagdenburg, MSc research project
2011   Improving dynamic container fleet management   Bart Cunes, MSc research project
2011     Classification of approaches for the integrated modeling and control of freight transport across different modes at maritime container terminals   Robbert van Zijverden, MSc literature project

Research theme: Intelligent control methods for flood and water management
   
    

Experts predict that climate change will cause extreme events such as floods and droughts to occur more frequently and more severely in the future. Against this background, effective water management will become increasingly important. Water management is currently decentralised, with each water board managing a regional area with its own water bodies and waterways. However, the effects of water management are felt beyond these regional areas borders-- even beyond country borders. Effective coordination is vital. In this theme techniques enabling this have been developed.

Related projects
2008 - 2010   Hierarchical and distributed model predictive control of large-scale complex systems   EU FP7 STREP HD-MPC
2008 - 2010Intelligent control methods for flood and water managementNext Generation Infrastructures (BSIK NGI)
2009 - 2010   Hybrid model predictive control for the Maeslant Barrier   Huub van Ekeren, MSc graduation project

Research theme: Multi-agent coordination and intelligent control of energy infrastructure networks
   

    


Due to the liberalisation of the electricity sector, the number of players involved in the generation and distribution of electricity has increased significantly. In the near future the number of input nodes will even further increase as more small-scale solar and wind energy installations will start to feed electricity into the network. Coordination among the growing number of different suppliers and distributors needs to be efficient to ensure a reliable and smooth energy supply. In this theme such coordination techniques have been developed.

Related projects
2004 - 2008   HYbrid CONtrol: Taming Heterogeneity and Complexity of Networked Embedded Systems, Workpackage 4a: Energy Management   EU FP6 NoE HYCON
2004 - 2007Multi-agent coordination and intelligent control of infrastructure networksNext Generation Infrastructures (BSIK NGI)
2004 - 2007   Multi-agent control of large-scale hybrid systems   NWO STW VIDI
2008   Monitoring & Control of Household Energy Consumption   Mohamad Alamili, Mohammad Hosseini, Tarak Jabri, Bart Kersbergen, Wouter Mense, Folkert Roscam Abbing, BSc graduation project
2004 - 2005   Model Predictive Control for Load Frequency Control in a Restructured Power Market   Yik Teh, MSc graduation project

Research theme: Control and estimation for mobile robotics
   
Related projects
2005   Control of groups of robots    Rogier den Breeje and Jos de Jong, BSc graduation project
2005   Learning control for an inverted pendulum using reinforcement learning    Arjan Degenaar and Daan Mastenbroek, BSc graduation project
2005   Communication and Cooperation in Multi-Agent Systems for Robot Soccer    Alex Verbart, Menno Ronde, Thomas Poiesz, Stefan Taal, BSc graduation project
2002 - 2003   Robot Localization and Kalman Filters   MSc graduation project
2002 - 2003Reinforcement Learning with RobotsMSc research project



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