Stefanos Doltsinis

A reinforcement learning approach for MPPT control method of photovoltaic sources

Panagiotis Kofinas, Stefanos Doltsinis, Anastasios I. Dounis et al. · Renewable Energy · 2017 · 119 citations

Engineering, Solar Power, Energy Management +10

An MDP Model-Based Reinforcement Learning Approach for Production Station Ramp-Up Optimization: Q-Learning Analysis

Stefanos Doltsinis, Pedro Ferreira, Niels Lohse · IEEE Transactions on Systems Man and Cybernetics Systems · 2014 · 67 citations · Full text

Production Planning, Production Stations, Markov Decision Process +15

A Decision Support System for rapid ramp-up of industry 4.0 enabled production systems

Stefanos Doltsinis, Pedro Ferreira, Mohammed M. Mabkhot et al. · Computers in Industry · 2020 · 55 citations

Industrial Design, Technology, Engineering +12

A Machine Learning Framework for Real-Time Identification of Successful Snap-Fit Assemblies

Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri · IEEE Transactions on Automation Science and Engineering · 2019 · 39 citations

Human-robot Collaborative Assembly, Engineering, Mechanical Engineering +28

A framework for performance measurement during production ramp-up of assembly stations

Stefanos Doltsinis, Svetan Ratchev, Niels Lohse · European Journal of Operational Research · 2013 · 35 citations

Production Planning, Engineering, Industrial Engineering +12