• Nijenborgh4, Gebouw 5117, ruimte 0117

    9747 AG Groningen

    Netherlands

Persoonlijk profiel

Speerpunten

The research program of the Jayawardhana group focuses on (i). the design and development of novel opto-mechatronic systems with high performance in extreme environment, applied to advanced instrumentations, high-tech systems and medical devices; and on (ii). the study of advanced nonlinear control theories to achieve high control performance with guaranteed safety and robustness.  
 
Opto-mechatronics is the synergistic integration of optical-electro-mechanical systems, sensors & actuator systems and information & control systems (digital twinning). It is a key technology for high-tech systems and autonomous systems, with application area in renewable energy systems, process industry, biotechnology, medical technology, robotics, smart manufacturing and advanced instrumentation. The resulting complex engineering systems are typically modeled by high-order nonlinear differential equations and analytical tools from nonlinear control theory are essential.   

Recent research projects in the Jayawardhana group include the integration of AI and model-based engineering methods (TTW Perspectief program, program leader), the integration of data-driven and model-based control (NWO Smart Industry), modeling and control of multi robotic systems (Region of Smart Factories), localization and control of indoor mobile robots and drones with 5G technology (NWO Smart Industry), the design, modeling and analysis of high-density piezoactuator arrays (EU COFUND, TKI), digital twin for energy optimization in process industries (RVO-MOOI), modeling and control of ocean energy systems (NWO), digital twin of biological waste water treatment plant (Wetsus), modeling and control of cryogenic 2D chopper for METIS instrument in E-ELT, modeling and control of ultra-high vacuum CVD reactors, analysis of atmospheric dispersion control of MICADO instrument in E-ELT.

Teaching

Prof. Jayawardhana teaches graduate courses at University of Groningen on:

  • Fitting Dynamical Models to Data. In this eight-week course, students will learn fundamental theories and tools for identifying linear and nonlinear dynamical systems based on the available measurement data. It includes Recursive-Least-Squares (RLS) algorithm, Physics-Informed Neural-Networks (PINN) and Sparse Identification of Nonlinear Dynamics (SINDy) methods.
  • Opto-mechatronics. The aim of this course is to provide overview and knowledge on the integration of optical and optoelectronic sensors and actuators in high-precision opto-mechatronics systems. Students will receive practical experience with CodeV software for optical design and hands-on experience with opto-mechatronics systems.  

Within the Dutch Institute for Systems and Control, prof. Jayawardhana teaches a post-graduate course on Nonlinear Control Systems together with prof. Bart Besselink from University of Groningen. The course aims at introducing methods for the analysis and control of nonlinear systems, including fundamental results on stability and dissipativity, geometric control theory as well as a set of self-contained results on the control design of nonlinear systems.

Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN

In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):

  • SDG 3 – Goede gezondheid en welzijn
  • SDG 6 – Schoon water en sanitaire voorzieningen
  • SDG 7 – Betaalbare en schone energie
  • SDG 9 – Industrie, innovatie en infrastructuur
  • SDG 17 - Partnerschap om de doelen te bereiken

Opleiding / Academische kwalificatie

Electrotechniek, Dr, Tracking and Disturbance Rejection Problem for Passive Nonlinear Systems, Univ London Imperial Coll Sci Technol & Med, Imperial College London, Imperial College London

1-okt.-200330-sep.-2006

Datum van toekenning: 31-dec.-2006

Electrotechniek, Master of Engineering, Active Noise Control for Air Handling Unit, Nanyang Technol Univ, Nanyang Technological University

1-mrt.-200128-feb.-2003

Datum van toekenning: 21-apr.-2003

Electrotechniek, Bachelor, Active Noise Control based on Recurrent Neural Networks, Institut Teknologi Bandung

1-aug.-19968-jul.-2000

Datum van toekenning: 8-jul.-2000

Vingerafdruk

Verdiep u in de onderzoeksgebieden waarop Bayu Jayawardhana actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
  • 1 Soortgelijke profielen

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