On the diagnosis of cyber-physical production systems

O Niggemann, V Lohweg - Proceedings of the AAAI Conference on …, 2015 - ojs.aaai.org
Abstract Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry
and politics: By applying new IT and new computer science solutions, production systems …

Reconciling theory with observations: elements of a diagnostic approach to model evaluation

HV Gupta, T Wagener, Y Liu - Hydrological Processes: An …, 2008 - Wiley Online Library
This paper discusses the need for a well‐considered approach to reconciling environmental
theory with observations that has clear and compelling diagnostic power. This need is well …

Re-thinking diagnosis for future automation systems: An analysis of current diagnostic practices and their applicability in emerging IT based production paradigms

L Ribeiro, J Barata - Computers in Industry, 2011 - Elsevier
With the advent of the Internet and the progressive development and consolidation of a wide
range of web standards and technologies as well as the advances in distributed artificial …

System modeling based on machine learning for anomaly detection and predictive maintenance in industrial plants

B Kroll, D Schaffranek, S Schriegel… - Proceedings of the …, 2014 - ieeexplore.ieee.org
Electricity, water or air are some Industrial energy carriers which are struggling under the
prices of primary energy carriers. The European Union for example used more 20.000. 000 …

Building causal models for finding actual causes of unmanned aerial vehicle failures

E Zibaei, R Borth - Frontiers in Robotics and AI, 2024 - frontiersin.org
Finding actual causes of unmanned aerial vehicle (UAV) failures can be split into two main
tasks: building causal models and performing actual causality analysis (ACA) over them …

An integrated model-based diagnosis and repair architecture for ROS-based robot systems

S Zaman, G Steinbauer, J Maurer… - … on Robotics and …, 2013 - ieeexplore.ieee.org
Autonomous robots are artifacts that comprise a significant number of heterogeneous
hardware and software components and interact with dynamic environments. Therefore …

Interactive debugging of knowledge bases

P Rodler - arxiv preprint arxiv:1605.05950, 2016 - arxiv.org
Many AI applications rely on knowledge about a relevant real-world domain that is encoded
by means of some logical knowledge base (KB). The most essential benefit of logical KBs is …

Fault localization for hardware design code with time-aware program spectrum

J Wu, Z Zhang, D Yang, X Meng, J He… - 2022 IEEE 40th …, 2022 - ieeexplore.ieee.org
Verification of hardware design code is crucial for the quality assurance of hardware
products. As an indispensable part of verification, localizing faults in the hardware design …

Automated source-level error localization in hardware designs

B Peischl, F Wotawa - IEEE design & test of computers, 2006 - ieeexplore.ieee.org
Recent achievements in formal verification techniques allow for fault detection even in large
real-world designs. Tool support for localizing the faulty statements is critical, because it …

Using behavior models for anomaly detection in hybrid systems

A Vodenčarević, HK Büning… - 2011 XXIII …, 2011 - ieeexplore.ieee.org
The importance of safety and reliability in today's real-world complex hybrid systems, such
as process plants, led to the development of various anomaly detection and diagnosis …