[HTML][HTML] State space neural networks and model-decomposition methods for fault diagnosis of complex industrial systems
Reliable and timely fault detection and isolation are necessary tasks to guarantee
continuous performance in complex industrial systems, avoiding failure propagation in the …
continuous performance in complex industrial systems, avoiding failure propagation in the …
A distributed approach to system-level prognostics
Prognostics, which deals with predicting remaining useful life of components, subsystems,
and systems, is a key technology for systems health management that leads to improved …
and systems, is a key technology for systems health management that leads to improved …
Graph of a process—a new tool for finding model structures in a model-based diagnosis
A Sztyber, A Ostasz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, graph of a process (GP) is introduced as a new formalization of causal graph
useful in fault diagnosis. Faults are directly incorporated into the model. In this paper, we …
useful in fault diagnosis. Faults are directly incorporated into the model. In this paper, we …
Decomposition of complex diagnostic systems
JM Kościelny, A Sztyber - IFAC-PapersOnLine, 2018 - Elsevier
Decomposition and decentralization of diagnosis in large scale systems decrease the need
for computational and communication resources, and can speed up the overall diagnosis …
for computational and communication resources, and can speed up the overall diagnosis …
A fuzzy inference approach to fault diagnosis refinement in decentralized diagnostics
M Syfert, JM Kościelny, M Bartyś - Advanced Solutions in Diagnostics and …, 2018 - Springer
The idea of fuzzy inference approach to fault diagnosis in decentralized, single-level
diagnostic structures is introduced in this paper. This approach is particularly intended for …
diagnostic structures is introduced in this paper. This approach is particularly intended for …
Inteligent IoTSP-implementation of embedded ML AI tensorflow algorithms on the NVIDIA jetson Tx Chip
P Lipnicki, D Lewandowski, M Syfert… - … on Future Internet of …, 2019 - ieeexplore.ieee.org
This article presents a description of the project and implementation of the system for the
execution of on-line diagnostics of compressors using the methods of artificial intelligence …
execution of on-line diagnostics of compressors using the methods of artificial intelligence …
On-line Diagnostics of Large-Scale Industrial Processes
JM Kościelny - Automatic Control, Robotics, and Information …, 2020 - Springer
Basic problems of on-line diagnostics of large-scale industrial processes have been
characterized, as well as the methods aimed at solving them, focusing on the authors results …
characterized, as well as the methods aimed at solving them, focusing on the authors results …