Nikolaos Nikolakis

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Predictive Analytics

Production System

Supervised Machine Learning

Top Venues

MetroInd4.0&IoT

Int. J. Comput. Integr. Manuf.

I-ESA Workshops

Publications

Xanthi Bampoula, Nikolaos Nikolakis, Kosmas Alexopoulos
Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders. Sensors 24 (10) (2024)
Vasilis Siatras, Emmanouil Bakopoulos, Panagiotis Mavrothalassitis, Nikolaos Nikolakis, Kosmas Alexopoulos
Production Scheduling Based on a Multi-Agent System and Digital Twin: A Bicycle Industry Case. Inf. 15 (6) (2024)
Valentina Pasquinelli, Milena Martarelli, Nicola Paone, Paolo Castellini, Luigi Montalto, Kosmas Alexopoulos, Nikolaos Nikolakis, Wilhelm van de Kamp, Bart Verhoef
Beam Straightness Measurement with Laser Triangulation System: a steel industry use case. MetroInd4.0&IoT (2023)
Vittoria Medici, Milena Martarelli, Nicola Paone, Giuseppe Pandarese, Wilhelm van de Kamp, Bart Verhoef, Konstantinos Sipsas, Raimund Broechler, Lara Barja Besada, Kosmas Alexopoulos, Nikolaos Nikolakis
Integration of Non-Destructive Inspection (NDI) systems for Zero-Defect Manufacturing in the Industry 4.0 era. MetroInd4.0&IoT (2023)
Silvia Discepolo, Milena Martarelli, Nicola Paone, Paolo Castellini, Wilhelm van de Kamp, Bart Verhoef, Nikolaos Nikolakis, Kosmas Alexopoulos
A robot-based inspecting system for 3D measurement. MetroInd4.0&IoT (2023)
Kosmas Alexopoulos, Thodoris Tsoukaladelis, Chrysa Dimitrakopoulou, Nikolaos Nikolakis, Amit Eytan
An approach towards Zero Defect Manufacturing by combining IIoT data with Industrial Social Networking. ISM (2023)
Aleksandr Sidorenko, William Motsch, Michael van Bekkum, Nikolaos Nikolakis, Kosmas Alexopoulos, Achim Wagner
The MAS4AI framework for human-centered agile and smart manufacturing. Frontiers Artif. Intell. 6 (2023)
Panagiotis Mavrothalassitis, Nikolaos Nikolakis, Kosmas Alexopoulos
Discrete Event Simulation for Improving the Performance of Manufacturing Systems: A Case Study for Renewable Energy Sources Production. APMS (4) (2023)
Kosmas Alexopoulos, Ioannis Anagiannis, Nikolaos Nikolakis, George Chryssolouris
A quantitative approach to resilience in manufacturing systems. Int. J. Prod. Res. 60 (24) (2022)
Xanthi Bampoula, Georgios Siaterlis, Nikolaos Nikolakis, Kosmas Alexopoulos
A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders. Sensors 21 (3) (2021)
Nikolaos Nikolakis, Xanthi Bampoula, Kosmas Alexopoulos
Scheduling Predictive Maintenance with Production Tasks: A Steel Industry Case Study. I-ESA Workshops (2020)
Nikolaos Nikolakis, Richard Senington, Konstantinos Sipsas, Anna Syberfeldt, Sotiris Makris
On a containerized approach for the dynamic planning and control of a cyber - physical production system. Robotics Comput. Integr. Manuf. 64 (2020)
Kosmas Alexopoulos, Nikolaos Nikolakis, George Chryssolouris
Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing. Int. J. Comput. Integr. Manuf. 33 (5) (2020)
David Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung
A Cloud-to-edge Architecture for Predictive Analytics. EDBT/ICDT Workshops (2019)
Nikolaos Nikolakis, Kosmas Alexopoulos, Evangelos Xanthakis, George Chryssolouris
The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor. Int. J. Comput. Integr. Manuf. 32 (1) (2019)
Tania Cerquitelli, David Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung
A Fog Computing Approach for Predictive Maintenance. CAiSE Workshops (2019)
María Alduán, Federico Alvarez, Theodore B. Zahariadis, Nikolaos Nikolakis, Fotis G. Chatzipapadopoulos, David Jiménez, José Manuel Menéndez
Architectures for Future Media Internet. UCMedia (2010)