TY - CHAP
T1 - The MANTIS book
T2 - Cyber physical system based proactive collaborative maintenance
AU - Sillitti, Alberto
AU - Anakabe, Javier Fernandez
AU - Basurko, Jon
AU - Dam, Paulien
AU - Ferreira, Hugo
AU - Ferreiro, Susana
AU - Gijsbers, Jeroen
AU - He, Sheng
AU - Hegedűs, Csaba
AU - Holenderski, Mike
AU - Hooghoudt, Jan-Otto
AU - Lecuona, Iñigo
AU - Leturiondo, Urko
AU - Marcelis, Quinten
AU - Moldován, István
AU - Okafor, Emmanuel
AU - Rebelo de Sá, Claudio
AU - Romero, Ricardo
AU - Sarr, Babacar
AU - Schomaker, Lambert
AU - Kumar Shekar, Arvind
AU - Soares, Carlos
AU - Sprong, Hans
AU - Theodorsen, Søren
AU - Tourwé, Tom
AU - Urchegui, Gorka
AU - Webers, Godfried
AU - Yang, Yi
AU - Zubaliy, Andriy
AU - Zugasti, Ekhi
AU - Zurutuza, Urko
N1 - Article is written by 31 author's
PY - 2018/8/31
Y1 - 2018/8/31
N2 - In recent years, a considerable amount of effort has been devoted, both in industry and academia, to improving maintenance. Time is a critical factor in maintenance, and efforts are placed to monitor, analyze, and visualize machine or asset data in order to anticipate to any possible failure, prevent damage, and save costs. The MANTIS Book aims to highlight the underpinning fundamentals of Condition-Based Maintenance related conceptual ideas, an overall idea of preventive maintenance, the economic impact and technical solution. The core content of this book describes the outcome of the Cyber-Physical System based Proactive Collaborative Maintenance project, also known as MANTIS, and funded by EU ECSEL Joint Undertaking under Grant Agreement n� 662189. The ambition has been to support the creation of a maintenance-oriented reference architecture that support the maintenance data lifecycle, to enable the use of novel kinds of maintenance strategies for industrial machinery. The key enabler has been the fine blend of collecting data through Cyber-Physical Systems, and the usage of machine learning techniques and advanced visualization for the enhanced monitoring of the machines. Topics discussed include, in the context of maintenance: Cyber-Physical Systems, Communication Middleware, Machine Learning, Advanced Visualization, Business Models, Future Trends. An important focus of the book is the application of the techniques in real world context, and in fact all the work is driven by the pilots, all of them centered on real machines and factories. This book is suitable for industrial and maintenance managers that want to implement a new strategy for maintenance in their companies. It should give readers a basic idea on the first steps to implementing a maintenance-oriented platform or information system.
AB - In recent years, a considerable amount of effort has been devoted, both in industry and academia, to improving maintenance. Time is a critical factor in maintenance, and efforts are placed to monitor, analyze, and visualize machine or asset data in order to anticipate to any possible failure, prevent damage, and save costs. The MANTIS Book aims to highlight the underpinning fundamentals of Condition-Based Maintenance related conceptual ideas, an overall idea of preventive maintenance, the economic impact and technical solution. The core content of this book describes the outcome of the Cyber-Physical System based Proactive Collaborative Maintenance project, also known as MANTIS, and funded by EU ECSEL Joint Undertaking under Grant Agreement n� 662189. The ambition has been to support the creation of a maintenance-oriented reference architecture that support the maintenance data lifecycle, to enable the use of novel kinds of maintenance strategies for industrial machinery. The key enabler has been the fine blend of collecting data through Cyber-Physical Systems, and the usage of machine learning techniques and advanced visualization for the enhanced monitoring of the machines. Topics discussed include, in the context of maintenance: Cyber-Physical Systems, Communication Middleware, Machine Learning, Advanced Visualization, Business Models, Future Trends. An important focus of the book is the application of the techniques in real world context, and in fact all the work is driven by the pilots, all of them centered on real machines and factories. This book is suitable for industrial and maintenance managers that want to implement a new strategy for maintenance in their companies. It should give readers a basic idea on the first steps to implementing a maintenance-oriented platform or information system.
KW - Proactive Maintenance
KW - Collaborative Maintenance
KW - Machine Learning
KW - Data Analysis
U2 - 10.13052/rp-9788793609846
DO - 10.13052/rp-9788793609846
M3 - Chapter
SN - 9788793609853
T3 - River Publishers Series in Automation, Control and Robotics
BT - The MANTIS Book
A2 - Albano, Michele
A2 - Jantunen, Erkki
A2 - Papa, Gregor
A2 - Zurutuza, Urko
PB - River Publishers
CY - Aalborg
ER -
