A Survey on Anomaly Detection for Technical Systems using LSTM Networks

A Survey on Anomaly Detection for Technical Systems using LSTM Networks

28 May 2021

Benjamin Lindemann

Benjamin Maschler

Papers citing "A Survey on Anomaly Detection for Technical Systems using LSTM Networks"

10 / 10 papers shown

Title
Acquiring Better Load Estimates by Combining Anomaly and Change-point Detection in Power Grid Time-series Measurements Roel Bouman Linda Schmeitz Luco Buise Jacco Heres Yuliya Shapovalova Tom Heskes 35 0 0 25 May 2024
FLEX: FLEXible Federated Learning Framework Francisco Herrera Daniel Jiménez-López Alberto Argente-Garrido Nuria Rodríguez Barroso Cristina Zuheros Ignacio Aguilera-Martos Beatriz Bello Mario García-Márquez M. V. Luzón 43 2 0 09 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 80 0 05 Mar 2024
HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks Jiaxi Li Guansong Pang Ling-Hao Chen Mohammad-Reza Namazi-Rad 33 1 0 28 Aug 2023
CyPhERS: A Cyber-Physical Event Reasoning System providing real-time situational awareness for attack and fault response Nils Müller Kaibin Bao Jörg Matthes K. Heussen 33 5 0 26 May 2023
A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset Ahmed Shoyeb Raihan I. Imtiaz Ahmed AI4TS 8 8 0 17 Mar 2023
A Survey on Deep Industrial Transfer Learning in Fault Prognostics Benjamin Maschler AI4CE 26 2 0 04 Jan 2023
Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach Xin-Yue Zhou Jingru Feng Jian Wang Jianhong Pan 27 7 0 30 Jun 2022
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing Benjamin Maschler T. Pham M. Weyrich 38 32 0 02 Jan 2021
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS Pietro Boccadoro Daniele Vitanio Pietro Di Gennaro Domenico Lofú Pietro Tedeschi 19 20 0 27 Jul 2020