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Sotirios Kontogiannis, Theodosios Gkamas and Christos Pikridas
Maintenance processes are of high importance for industrial plants. They have to be performed regularly and uninterruptedly. To assist maintenance personnel, industrial sensors monitored by distributed control systems observe and collect several machiner...
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Michael Wood, Emanuele Ogliari, Alfredo Nespoli, Travis Simpkins and Sonia Leva
Optimal behind-the-meter energy management often requires a day-ahead electric load forecast capable of learning non-linear and non-stationary patterns, due to the spatial disaggregation of loads and concept drift associated with time-varying physics and...
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Duo Sun, Lei Zhang, Kai Jin, Jiasheng Ling and Xiaoyuan Zheng
Aiming at the imbalance of industrial control system data and the poor detection effect of industrial control intrusion detection systems on network attack traffic problems, we propose an ETM-TBD model based on hybrid machine learning and neural network ...
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Ervin Galan-Uribe, Luis Morales-Velazquez and Roque Alfredo Osornio-Rios
Industrial processes involving manipulator robots require accurate positioning and orienting for high-quality results. Any decrease in positional accuracy can result in resource wastage. Machine learning methodologies have been proposed to analyze failur...
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Yun Sha, Zhaoyu Chen, Xuejun Liu, Yong Yan, Chenchen Du, Jiayi Liu and Ranran Han
The scarcity of attack samples is the bottleneck problem of anomaly detection of underlying business data in the industrial control system. Predecessors have done a lot of research on temporal data generation, but most of them are not suitable for indust...
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Alfin Hikmaturokhman, Kalamullah Ramli, Muhammad Suryanegara, Anak Agung Putri Ratna, Ibrahim Kholilul Rohman and Moinul Zaber
The Indonesian spectrum usage fees?the so-called Biaya Hak Pengguna Frekuensi Izin Pita Frekuensi Radio (BHP IPFR)?are currently calculated using a formula determined by the three following main parameters: the frequency band, the country?s economic para...
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Ulrike Faltings, Tobias Bettinger, Swen Barth and Michael Schäfer
Collecting and labeling of good balanced training data are usually very difficult and challenging under real conditions. In addition to classic modeling methods, Generative Adversarial Networks (GANs) offer a powerful possibility to generate synthetic tr...
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Nteziriza Nkerabahizi Josbert, Wang Ping, Min Wei and Yong Li
Software-Defined Networking (SDN) provides the prospect of logically centralized management in industrial networks and simplified programming among devices. It also facilitates the reconfiguration of connectivity when there is a network element failure. ...
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Maya Hilda Lestari Louk and Bayu Adhi Tama
Classifier ensembles have been utilized in the industrial cybersecurity sector for many years. However, their efficacy and reliability for intrusion detection systems remain questionable in current research, owing to the particularly imbalanced data issu...
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Balduíno César Mateus, Mateus Mendes, José Torres Farinha and António Marques Cardoso
Predictive maintenance is very important in industrial plants to support decisions aiming to maximize maintenance investments and equipment?s availability. This paper presents predictive models based on long short-term memory neural networks, applied to ...
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Mehrzad Lavassani, Johan Åkerberg and Mats Björkman
The network infrastructures in the future industrial networks need to accommodate, manage and guarantee performance to meet the converged Internet technology (IT) and operational technology (OT) traffics requirements. The pace of IT?OT networks developme...
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Christian Sauer, Marco Schmidt and Eike Lyczkowski
Wireless communication is becoming vital in the industrial environment. New communication technologies, including ad hoc communication, are researched for this application. A thorough understanding regarding the connection characteristics of industrial n...
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Federico Tramarin, Claudio Narduzzi, Stefano Vitturi and Matteo Bertocco
In factory automation and process control systems, hybrid wired/wireless networks are often deployed to connect devices of difficult reachability such as those mounted on mobile equipment. A widespread implementation of these networks makes use of Access...
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Khandakar Ahmed, Jan O. Blech, Mark A. Gregory and Heinz W. Schmidt
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Simone Grimaldi, Aamir Mahmood and Mikael Gidlund
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Asfur Barandica López, Andrés Ernesto Guevara Escobar
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Samaneh Shokravi and Sherah Kurnia
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Pouria Zand, Supriyo Chatterjea, Kallol Das and Paul Havinga
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Teija Vainio,Virpi Oksman,Heli Wigelius,Maiju Markova,Minna Kulju
The usage of work related mobile services is often very complex, affected by a multitude of intertwined factors including the technological, environmental and human. Un-derstanding how to model the complexity of mobile work and particularly its mobile in...
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Matti Mantere, Mirko Sailio and Sami Noponen
The deterministic and restricted nature of industrial control system networks sets them apart from more open networks, such as local area networks in office environments. This improves the usability of network security, monitoring approaches that would b...
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