Σπουδές:
 
  • BEng in Automation Engineering, Piraeus University of Applied Science

  • MSc in Control Systems, University of Sheffield

  • PhD in Manufacturing and Operations Management, The University of Nottingham

Ερευνητικά Προγράμματα:
 
  • IDEAS: Instantly Deployable Evolvable Assembly Systems, EC FP7 NMP FoF, Apr 2010 to Jun 2013, Researcher
  • FRAME: Fast Ramp-up and Adaptive Manufacturing Environment, EC FP7 NMP, Oct 2009 to Sep 2012, Researcher

 

 IEEE Member (System Man and Cybernetics Society Industrial Electronics Society, Robotics and Automation Society)

Δημοσιεύσεις

Σεπτέμβριος, 2014 - Δημοσιεύσεις

Doltsinis S., Ferreira P., and Lohse N., “An MDP model based reinforcement learning approach for production system ramp-up optimization – Q-learning analysis”, IEEE Transactions on Systems, Man and Cybernetics: Systems, 44.9(2014): 1125-1138

Απρίλιος, 2014 - Δημοσιεύσεις

Ferreira P., Doltsinis S., Lohse N. “Symbiotic Assembly Systems – A new Paradigm”. 47th CIRP Conference on Manufacturing Systems, Ontario, Canada, April 2014. Procedia CIRP 17(2014): 26-31

Ιούνιος, 2013 - Δημοσιεύσεις

Ferreira P., Doltsinis S., Anagnostopoulos A., Pascoa F., Lohse N.,”A Performance evaluation of Industrial Agents - A Benchmark against Programmable Logic Controllers”, IECON 2013 - The 39th Annual Conference of the IEEE Industrial Electronics Society. (Best paper in session award)

Μάιος, 2013 - Δημοσιεύσεις

Doltsinis S., Ratchev S., Lohse N., “A Framework for Performance Measurement during Production Ramp-up of Assembly Stations” (2013) European Journal of Operational Research, 229 (1), pp. 85-94

Ιούνιος, 2012 - Δημοσιεύσεις

Doltsinis S., Ferreira P., and Lohse N. "Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning Approach." Machine Learning and Applications (ICMLA), 2012 11th International Conference on. Vol. 1. IEEE, 2012.

Μάιος, 2012 - Δημοσιεύσεις

Doltsinis S., Lohse N. “A model-free reinforcement learning approach using Monte Carlo method for production Ramp-up policy improvement - A copy exactly test case” 14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'12; Bucharest; 23-25 May 2012; IFAC Proceedings Volumes (IFAC-PapersOnline) 14 (PART 1), pp. 1628-1634