Search Results - "Diedrich, Alexander"

On Residual-based Diagnosis of Physical Systems by Diedrich, Alexander, Niggemann, Oliver

“…In this article we describe a novel diagnosis methodology for physical systems such as industrial production systems. The article consists of two parts: Part…”
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Solving industrial fault diagnosis problems with quantum computers by Diedrich, Alexander, Windmann, Stefan, Niggemann, Oliver

“…In this article, we investigate in how far quantum computers can be leveraged to solve NP-complete fault diagnosis problems within the area of industrial…”
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Using Ontologies to Create Logical System Descriptions for Fault Diagnosis by Ludwig, Bjorn, Diedrich, Alexander, Niggemann, Oliver

“…With the increasing complexity of highly automated cyber-physical systems (CPS), monitoring their behavior has become crucial. Failures in these systems can be…”
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Extracting Knowledge using Machine Learning for Anomaly Detection and Root-Cause Diagnosis by Moddemann, Lukas, Steude, Henrik Sebastian, Diedrich, Alexander, Pill, Ingo, Niggemann, Oliver

“…Root-cause diagnosis techniques, such as consistency-based and abductive diagnosis, offer essential support in explaining symptoms in a cyber-physical system…”
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Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems by Ehrhardt, Jonas, Overloper, Phillip, Vranjes, Daniel, Steude, Henrik, Diedrich, Alexander, Niggemann, Oliver

“…Autonomously detecting anomalous behavior based on system observations is a fundamental task for Cyber-Physical Systems (CPS). Due to the high system…”
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An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS by Balzereit, Kaja, Diedrich, Alexander, Ginster, Jonas, Windmann, Stefan, Niggemann, Oliver

“…AI methods for fault handling in Cyber-Physical Production Systems (CPPS) such as production plants and tank systems are an emerging research topic. In the…”
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An AI benchmark for Diagnosis, Reconfiguration & Planning by Ehrhardt, Jonas, Ramonat, Malte, Heesch, Rene, Balzereit, Kaja, Diedrich, Alexander, Niggemann, Oliver

“…To improve the autonomy of Cyber-Physical Production Systems (CPPS), a growing number of approaches in Artificial Intelligence (AI) is developed. However,…”
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Integrating semantics for diagnosis of manufacturing systems by Bunte, Andreas, Diedrich, Alexander, Niggemann, Oliver

“…Trends in novel manufacturing systems lead to an increased level of data availability and smart usage of these data. Nowadays, many approaches are available to…”
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ServiceNavigator - A Bayesian Assistance System for Diagnosing Industrial Production Systems by Diedrich, Alexander, Deutschmann, Patrick, Junker, Caroline

“…Service technicians servicing machines in small-and medium-sized enterprises face the challenge to diagnose machines with increasing complexity in less time…”
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Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis by Moddemann, Lukas, Steude, Henrik Sebastian, Diedrich, Alexander, Niggemann, Oliver

“…Consistency-based diagnosis is an established approach to diagnose technical applications, but suffers from significant modeling efforts, especially for…”
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AAAI Workshop on AI Planning for Cyber-Physical Systems -- CAIPI24 by Niggemann, Oliver, Biswas, Gautam, Diedrich, Alexander, Ehrhardt, Jonas, Heesch, René, Widulle, Niklas

“…The workshop 'AI-based Planning for Cyber-Physical Systems', which took place on February 26, 2024, as part of the 38th Annual AAAI Conference on Artificial…”
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Generating Causal Hypotheses for Explaining Black-Box Industrial Processes by Balzereit, Kaja, Diedrich, Alexander, Kubus, Daniel, Ginster, Jonas, Bunte, Andreas

“…Industrial processes nowadays are complex net-works of various modules. Due to their complexity, the processes are black-boxes, i.e. dependencies between input…”
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A Generic DigitalTwin Model for Artificial Intelligence Applications by Niggemann, Oliver, Diedrich, Alexander, Kuhnert, Christian, Pfannstiel, Erik, Schraven, Joshua

“…Services for Cyber-Physical Systems based on Artificial Intelligence and Machine Learning require a virtual representation of the physical. To reduce modeling…”
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Diagnosis driven Anomaly Detection for CPS by Steude, Henrik S, Moddemann, Lukas, Diedrich, Alexander, Ehrhardt, Jonas, Niggemann, Oliver

“…In Cyber-Physical Systems (CPS) research, anomaly detection (detecting abnormal behavior) and diagnosis (identifying the underlying root cause) are often…”
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The DigitalTwin from an Artificial Intelligence Perspective by Niggemann, Oliver, Diedrich, Alexander, Kuehnert, Christian, Pfannstiel, Erik, Schraven, Joshua

“…Services for Cyber-Physical Systems based on Artificial Intelligence and Machine Learning require a virtual representation of the physical. To reduce modeling…”
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Readiness of Quantum Optimization Machines for Industrial Applications by Perdomo-Ortiz, Alejandro, Feldman, Alexander, Ozaeta, Asier, Isakov, Sergei V, Zhu, Zheng, O'Gorman, Bryan, Katzgraber, Helmut G, Diedrich, Alexander, Neven, Hartmut, de Kleer, Johan, Lackey, Brad, Biswas, Rupak

“…Phys. Rev. Applied 12, 014004 (2019) There have been multiple attempts to demonstrate that quantum annealing and, in particular, quantum annealing on quantum…”
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