Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Hofmann, Bernd, Bruendl, Patrick, Nguyen, Huong Giang, Franke, Joerg |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments
par: Hofmann, Bernd, et autres
Publié: (2025)
par: Hofmann, Bernd, et autres
Publié: (2025)
Beyond touch-based human-machine interface: Control your machines in natural language by utilizing large language models and OPC UA
par: Hofmann, Bernd, et autres
Publié: (2025)
par: Hofmann, Bernd, et autres
Publié: (2025)
Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data
par: Rani, Jyoti, et autres
Publié: (2024)
par: Rani, Jyoti, et autres
Publié: (2024)
Towards real-time assessment of infrasound event detection capability using deep learning-based transmission loss estimation
par: Cameijo, Alice Janela, et autres
Publié: (2025)
par: Cameijo, Alice Janela, et autres
Publié: (2025)
Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators
par: Matos-Carvalho, João Pedro, et autres
Publié: (2025)
par: Matos-Carvalho, João Pedro, et autres
Publié: (2025)
Towards a data-driven and scalable approach for window operation detection in multi-family residential buildings
par: Ume-Ezeoke, Juliet Nwagwu, et autres
Publié: (2024)
par: Ume-Ezeoke, Juliet Nwagwu, et autres
Publié: (2024)
Towards a population-informed approach to the definition of data-driven models for structural dynamics
par: Tsialiamanis, G., et autres
Publié: (2023)
par: Tsialiamanis, G., et autres
Publié: (2023)
Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis
par: Xia, Pengcheng, et autres
Publié: (2026)
par: Xia, Pengcheng, et autres
Publié: (2026)
A new framework of sensor selection for developing a fault detection system based on data-envelopment analysis
par: Chaleshtori, Amir Eshaghi, et autres
Publié: (2024)
par: Chaleshtori, Amir Eshaghi, et autres
Publié: (2024)
Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working conditions
par: Xia, Pengcheng, et autres
Publié: (2025)
par: Xia, Pengcheng, et autres
Publié: (2025)
Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
par: Sim, Sunghyun, et autres
Publié: (2022)
par: Sim, Sunghyun, et autres
Publié: (2022)
Real time fault detection in 3D printers using Convolutional Neural Networks and acoustic signals
par: Waheed, Muhammad Fasih, et autres
Publié: (2026)
par: Waheed, Muhammad Fasih, et autres
Publié: (2026)
Predictive Models based on Deep Learning Algorithms for Tensile Deformation of AlCoCuCrFeNi High-entropy alloy
par: Nguyen, Hoang-Giang, et autres
Publié: (2024)
par: Nguyen, Hoang-Giang, et autres
Publié: (2024)
Anomaly detection by partitioning of multi-variate time series
par: Lotte, Pierre, et autres
Publié: (2025)
par: Lotte, Pierre, et autres
Publié: (2025)
Sparse learned kernels for interpretable and efficient medical time series processing
par: Chen, Sully F., et autres
Publié: (2023)
par: Chen, Sully F., et autres
Publié: (2023)
A Lightweight Human Pose Estimation Approach for Edge Computing-Enabled Metaverse with Compressive Sensing
par: Hieu, Nguyen Quang, et autres
Publié: (2024)
par: Hieu, Nguyen Quang, et autres
Publié: (2024)
Bi-modal Prediction and Transformation Coding for Compressing Complex Human Dynamics
par: Hoang, Huong, et autres
Publié: (2025)
par: Hoang, Huong, et autres
Publié: (2025)
Data driven approach for Outdoor Channel Prediction in 5G and Beyond
par: Babu, A. Sathi, et autres
Publié: (2026)
par: Babu, A. Sathi, et autres
Publié: (2026)
Agentic AI for Intent-driven Optimization in Cell-free O-RAN
par: Shokouhi, Mohammad Hossein, et autres
Publié: (2026)
par: Shokouhi, Mohammad Hossein, et autres
Publié: (2026)
Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
par: Khan, Nasir, et autres
Publié: (2025)
par: Khan, Nasir, et autres
Publié: (2025)
Theoretical Bounds for Optimized Doppler-Based Motion Detection in UHF-RFID Readers
par: Korn, Clemens, et autres
Publié: (2025)
par: Korn, Clemens, et autres
Publié: (2025)
Research on an intelligent fault diagnosis method for nuclear power plants based on ETCN-SSA combined algorithm
par: Fang, Jiayan, et autres
Publié: (2024)
par: Fang, Jiayan, et autres
Publié: (2024)
A precise detection method for transient micro short-circuit faults of lithium-ion batteries through signal processing
par: Zhao, Hongyu, et autres
Publié: (2025)
par: Zhao, Hongyu, et autres
Publié: (2025)
Progress in artificial intelligence applications based on the combination of self-driven sensors and deep learning
par: Wan, Weixiang, et autres
Publié: (2024)
par: Wan, Weixiang, et autres
Publié: (2024)
Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series
par: Ahn, Seokho, et autres
Publié: (2024)
par: Ahn, Seokho, et autres
Publié: (2024)
Identification of fault frequency variation in the envelope spectrum in the vibration-based local damage detection in possible changing load/speed conditions
par: Kuzio, Daniel, et autres
Publié: (2024)
par: Kuzio, Daniel, et autres
Publié: (2024)
Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB
par: Liu, Shengheng, et autres
Publié: (2024)
par: Liu, Shengheng, et autres
Publié: (2024)
Design of distributed event‐triggered states and unknown disturbances observers for time‐varying delay interconnected systems
par: Dinh Cong Huong
Publié: (2024)
par: Dinh Cong Huong
Publié: (2024)
RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks
par: Li, Xiaojie, et autres
Publié: (2024)
par: Li, Xiaojie, et autres
Publié: (2024)
Towards Sustainable Precision: Machine Learning for Laser Micromachining Optimization
par: Correas-Naranjo, Luis, et autres
Publié: (2025)
par: Correas-Naranjo, Luis, et autres
Publié: (2025)
Development of ML model for triboelectric nanogenerator based sign language detection system
par: Patel, Meshv, et autres
Publié: (2026)
par: Patel, Meshv, et autres
Publié: (2026)
IoT Cloud RAN Testbed for Ultra-Precise TDoA-based Localization in LPWANs
par: Maul, Thomas, et autres
Publié: (2024)
par: Maul, Thomas, et autres
Publié: (2024)
Hierarchical Coherent Imaging of Composite Anisotropic Moving Targets in ISAC
par: Pegoraro, Jacopo, et autres
Publié: (2025)
par: Pegoraro, Jacopo, et autres
Publié: (2025)
Toward Multiband Sensing in FR3: Frequency Anisotropy Characterization and Non-Contiguous Bands Aggregation Algorithms
par: Pegoraro, Jacopo, et autres
Publié: (2025)
par: Pegoraro, Jacopo, et autres
Publié: (2025)
Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation
par: Ling, Tianheng, et autres
Publié: (2024)
par: Ling, Tianheng, et autres
Publié: (2024)
Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering
par: Choi, Yeon-Woo, et autres
Publié: (2025)
par: Choi, Yeon-Woo, et autres
Publié: (2025)
DRIFT: Joint Channel Estimation and Prediction Towards Pilotless 6G Non-Terrestrial Networks
par: De Filippo, Bruno, et autres
Publié: (2026)
par: De Filippo, Bruno, et autres
Publié: (2026)
SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder
par: Pollastro, Andrea, et autres
Publié: (2024)
par: Pollastro, Andrea, et autres
Publié: (2024)
Towards 6G Native-AI Edge Networks: A Semantic-Aware and Agentic Intelligence Paradigm
par: Feng, Chenyuan, et autres
Publié: (2025)
par: Feng, Chenyuan, et autres
Publié: (2025)
The OPS-SAT benchmark for detecting anomalies in satellite telemetry
par: Ruszczak, Bogdan, et autres
Publié: (2024)
par: Ruszczak, Bogdan, et autres
Publié: (2024)
Documents similaires
-
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments
par: Hofmann, Bernd, et autres
Publié: (2025) -
Beyond touch-based human-machine interface: Control your machines in natural language by utilizing large language models and OPC UA
par: Hofmann, Bernd, et autres
Publié: (2025) -
Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data
par: Rani, Jyoti, et autres
Publié: (2024) -
Towards real-time assessment of infrasound event detection capability using deep learning-based transmission loss estimation
par: Cameijo, Alice Janela, et autres
Publié: (2025) -
Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators
par: Matos-Carvalho, João Pedro, et autres
Publié: (2025)