MATLAB™ is an interactive environment for scientific and engineering calculations, simulations, and data visualization. MATLAB™ provides a powerful platform to solve mathematical and engineering problems related to ma...
In the paper, a variant of the semismooth∗ Newton method is developed for the numerical solution of generalized equations, in which the multi-valued part is a so-called SCD (subspace containing derivative) mapping. Un...
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Electronic control units (ECUs) are essential for many automobile components, e.g. engine, anti-lock braking system (ABS), steering and airbags. For some products, the 3D pose of each single ECU needs to be determined...
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Federated learning (FL) has gained prominence in electroencephalogram (EEG)-based emotion recognition because of its ability to enable secure collaborative training without centralized data. However, traditional FL fa...
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作者：
Nieße, AstridHagenmeyer, VeitFk. II – Department für Informatik
Carl von Ossietzky Universität Oldenburg Abteilung Digitalisierte Energiesysteme Oldenburg26111 Germany
Institute for Automation and Applied Informatics Eggenstein-Leopoldshafen76344 Germany
IoT systems are an integral part of every modern industrial enterprise Industry 4.0. IoT is the term for modern remote devices controlled via the Internet. Internet of Things is the name of technologies that allow che...
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IoT systems are an integral part of every modern industrial enterprise Industry 4.0. IoT is the term for modern remote devices controlled via the Internet. Internet of Things is the name of technologies that allow cheap wireless connection and communication of various sensors and devices to automate, accelerate and streamline processes. In the interconnected world of Industry 4.0, there are many potential resources existing for infiltration. Cybercriminals could take control of manufacturing industries, manipulate machines, or could do an industrial espionage. This type of attack is called Denial of Service. In the second case, the attack preserves the attacker’s anonymity through an IP address by using a potentially innocent third party (a reflector) that is indirectly involved in the attack. Through this attack, the attacker forwards the flow of attacking data to the target victim. The attacker sends the packets with a fake spoof source IP address set to the victim’s IP address to the reflector, thus indirectly overloading the target with the packets, or it will intrude into a network device through a faulty WPS implementation. The simulation model of the production line and the IoT security system Fibaro were used to investigate these attacks. The article demonstrates the possibility of attacks on network devices and the misuse of IoT devices in order to compromise production machines which use DRDoS and Brute-force attacks.
Recent research in the field of computer vision strongly focuses on deep learning architectures to tackle image processing problems. Deep neural networks are often considered in complex image processing scenarios sinc...
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This paper introduces a novel distributed optimization framework for large-scale AC Optimal Power Flow (OPF) problems, offering both theoretical convergence guarantees and rapid convergence in practice. By integrating...
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This paper provides an approach to create the digital thread associated to the value stream along a dairy process value chain. Identifying the different stakeholders within the dairy process, each of them is concretel...
This paper provides an approach to create the digital thread associated to the value stream along a dairy process value chain. Identifying the different stakeholders within the dairy process, each of them is concretely positioned as provider of assets to be digitalized and networked using the Asset Administration Shell technology and this within an Eco-system formally specified by the 3D-Reference Architecture Model for Industry 4.0 (RAMI 4.0). The different sub-models of the Asset Administration Shells along the digital thread are then an essential part of the so called Digital Passport, which will be associated to different dairy products (milk powders, butter, whey, cheese, etc.). The Digital Passport is the core tool allowing all stakeholders for performing traceability of products and processes. It provides digitalized data and information, to be exposed and/or consumed as services, developed and shared in real-time by all the actors of the dairy supply chain, responding to strict dairy process business requirements.
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