Residual Attention-Driven Dual-Domain Vision Transformer for Mechanical Fault Diagnosis
MachinesTraditional fault diagnosis methods, which rely on single-vibration signals, are insufficient for capturing the complexity of mechanical systems. As neural networks evolve, attention mechanisms often fail to preserve local features, which can reduce ...
Yuxi An +7 more
doaj +1 more source
Towards a Security, Privacy, Dependability, Interoperability Framework for the Internet of Things [PDF]
, 2018 A popular application of ambient intelligence systems constitutes of assisting living services on smart buildings. As intelligence is imported in embedded equipment, the system becomes able to provide smart services (e.g. control lights, airconditioning,
Alexandris, G. +6 more
core +1 more source
Enabling Federated Learning Services Using OPC UA, Linked Data and GAIA-X in Cognitive Production
Journal of Machine EngineeringValue creation in production is based on collaboration of different stakeholders and requires the secure and sovereign exchange of knowledge. Today, knowledge has mostly been built up individually and is only exchanged in a proprietary manner. This paper
Christian Friedrich +9 more
doaj +1 more source
Security Implications of Fog Computing on the Internet of Things
, 2018 Recently, the use of IoT devices and sensors has been rapidly increased which also caused data generation (information and logs), bandwidth usage, and related phenomena to be increased.
Butun, Ismail +2 more
core +1 more source
Adaptive data synchronization algorithm for IoT-oriented low-power wide-area networks [PDF]
, 2018 The Internet of Things (IoT) is by now very close to be realized, leading the world towards a new technological era where people’s lives and habits will be definitively revolutionized.
Biagi, Mauro +5 more
core +1 more source
Open Sensor Manager for IIoT [PDF]
Journal of Sensor and Actuator Networks, 2020 Data collection in an industrial environment enables several benefits: processes and machinery can be monitored; the performance can be optimized; and the machinery can be proactively maintained. To collect data from machines or production lines, numerous sensors are required, which necessitates a management system.
Autiosalo, Juuso +3 more
openaire +3 more sources
Towards Automated and Optimal IIoT Design
Информатика и автоматизацияIn today’s world, the Internet of Things has become an integral part of our lives. The increasing number of intelligent devices and their pervasiveness has made it challenging for developers and system architects to plan and implement systems of Internet
Ali Ebraheem, Ilya Ivanov
doaj +1 more source
Applying Lessons from Cyber Attacks on Ukrainian Infrastructures to Secure Gateways onto the Industrial Internet of Things [PDF]
, 2017 Previous generations of safety-related industrial control systems were ‘air gapped’. In other words, process control components including Programmable Logic Controllers (PLCs) and smart sensor/actuators were disconnected and isolated from local or wide
Evangelopoulou, Maria +2 more
core
Platform Business Model Innovation for Sustainability: A Framework for Industry 5.0 Integration
Business Strategy and the Environment, EarlyView.ABSTRACT A comprehensive framework is developed for adopting Platform Business Model Innovation (PBMI) to enhance sustainable performance in the Industry 5.0 (I5.0) era. While PBMI plays a growing role in corporate transformation, tensions persist between profit‐driven objectives and broader sustainability imperatives.
Mohamed Ashmel Mohamed Hashim +3 more
wiley +1 more source
Process management system using the IoT concept and artificial intelligence technologies
Технічна інженеріяTo ensure the automated control process, programmable logic controllers (PLC) are traditionally used, whose operation is based on controlling equipment based on pre-set conditions and programs.
V.V. Vorotnikov +2 more
doaj +1 more source