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Personal profile


Stratis is a Reader in Dynamics & Structures at the Mechanical, Aerospace and Automotive Engineering School and member of the Future Transport & Cities Institute. He is an expert in Dynamics, essentially at the intersection of signal processing, system dynamics, sensor fusion, and soft computing. He has significant expertise in the management of R&D projects having successfully completed more than 25 funded research projects. Stratis has authored more than 100 publications in scientific journals and conferences. He is currently the Academic director of the Centre for Connected and Autonomous Automotive Research and is member of the editorial board of the International Journal of Vehicle Systems Modeling and Testing. He participates as associate member in CARTRE, is a member of PEARS standardization initiative and member of the bsi committee on Intelligent Tranportation Systems. He is currently participating in three research projects on ADAS and automated vehicles, funded by the EU and Innovate UK. Two of them are the TIC-IT and Digital CAV Proving Ground projects, which are part of the CAV testbed eco-system currently developed in the UK.

Research Interests

Dynamics, Signal Processing, Optimisation, Soft Computing

Vision Statement

Nowadays, getting simulation results using models with millions of Degrees of Freedom and measurement data from numerous sensors has become relatively straightforward and the problem does not lie any more in getting the information but in identifying which information is trustworthy and informative for model development. The quality of data can significantly influence the results and therefore "bad data" need to be removed. Furthermore, there is a growing need to move beyond statistical correlation and black-box models, towards methods that provide insight and a better understanding of the process involved. My motivation is to develop methods that combine models and Artificial Intelligence techniques for the analysis and development of intelligent systems.

External positions

External examiner, Kingston University

1 Jul 20161 Jul 2019

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2014 2020

Research Output 2002 2020

1 Citation (Scopus)

Accurate ride comfort estimation combining accelerometer measurements, anthropometric data and neural networks

Cieslak, M. P., Kanarachos, S., Diels, C., Blundell, M., Baxendale, A. & Burnett, M., 30 Jul 2019, In : Neural Computing and Applications. (In-press), p. (In-press) 16 p.

Research output: Contribution to journalArticle

Neural networks
Acceleration measurement
Network architecture
Sensitivity analysis
Off road vehicles
Energy Efficient
Electric Machines
Parametric Solutions

Applicability of modern correlation tools for ride comfort evaluation and estimation

Cieslak, M. P., Kanarachos, S., Blundell, M., Diels, C. & Baxendale, A., 29 Aug 2019, Proceedings of The Second International Conference on Comfort ICC2019. 8 ed. Faculty of Industrial Design Engineering, Delft University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Neural networks
Active suspension systems
Electric vehicles
3 Citations (Scopus)
1 Downloads (Pure)
Open Access
Recurrent neural networks
Fuel consumption
Air pollution

Activities 2005 2019

  • 34 Participation in conference
  • 1 Publication peer-review

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering (Journal)

Spencer Salter (Associate Editor), Stratis Kanarachos (Co-editor), Paul Herriotts (Co-editor), Doug Thake (Co-editor), Cyriel Diels (Co-editor)
10 Oct 2019

Activity: Publication peer-review and editorial workPublication peer-review

6th International Conference on Information, Intelligence, Systems and Applications

Stratis Kanarachos (Keynote Speaker)
6 Jul 20158 Jul 2015

Activity: Participating in or organising an eventParticipation in conference

Transport Research Arena 2014

Stratis Kanarachos (Speaker)
14 Apr 201417 Apr 2014

Activity: Participating in or organising an eventParticipation in conference

FISITA 2014 World Automotive Congress

Stratis Kanarachos (Speaker)
2 Jun 20146 Jun 2014

Activity: Participating in or organising an eventParticipation in conference

FISITA 2014 World Automotive Congress

Stratis Kanarachos (Speaker)
2 Jun 20146 Jun 2014

Activity: Participating in or organising an eventParticipation in conference