Alexander Diedrich

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Physical Systems

Industrial Processes

Model Based Diagnosis

Anomaly Detection

Top Venues

Publications

Alessandro Cimatti, Ingo Pill, Alexander Diedrich
Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031). Dagstuhl Reports 14 (1) (2024)
Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Oliver Niggemann
Discret2Di - Deep Learning based Discretization for Model-based Diagnosis. CoRR (2023)
Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann
Diagnosis driven Anomaly Detection for CPS. CoRR (2023)
Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann
An AI benchmark for Diagnosis, Reconfiguration & Planning. ETFA (2022)
Alexander Diedrich, Oliver Niggemann
On Residual-based Diagnosis of Physical Systems. Eng. Appl. Artif. Intell. 109 (2022)
Kaja Balzereit, Alexander Diedrich, Daniel Kubus, Jonas Ginster, Andreas Bunte
Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. ICPS (2022)
Alexander Diedrich, Patrick Deutschmann, Caroline Junker
ServiceNavigator - A Bayesian Assistance System for Diagnosing Industrial Production Systems. ICPS (2022)
Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven
A Generic DigitalTwin Model for Artificial Intelligence Applications. ICPS (2021)
Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann
An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS. INDIN (2021)
Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven
The DigitalTwin from an Artificial Intelligence Perspective. CoRR (2020)
Alexander Diedrich, Alexander Maier, Oliver Niggemann
Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory. AAAI (2019)
Alexander Diedrich, Oliver Niggemann
Diagnosing Hybrid Cyber-Physical Systems using State-Space Models and Satisfiability Modulo Theory. DX (2018)
Andreas Bunte, Alexander Diedrich, Oliver Niggemann
Integrating semantics for diagnosis of manufacturing systems. ETFA (2016)
Alexander Diedrich, Björn Böttcher, Oliver Niggemann
Exposing Design Mistakes During Requirements Engineering by Solving Constraint Satisfaction Problems to Obtain Minimum Correction Subsets. ICAART (2) (2016)
Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann
Kognitive Architektur zum Konzeptlernen in technischen Systemen. ML4CPS (2015)