Anomaly Detection for Hydraulic Power Units—A Case Study

P Fic, A Czornik, P Rosikowski - Future Internet, 2023 - mdpi.com
This article aims to present the real-world implementation of an anomaly detection system of
a hydraulic power unit. Implementation involved the Internet of Things approach. A detailed …

[HTML][HTML] Enhancing Anomaly Detection in Maritime Operational IoT Time Series Data with Synthetic Outliers

H Kim, I Joe - Electronics, 2024 - mdpi.com
Detecting anomalies in engine and machinery data during ship operations is crucial for
maintaining the safety and efficiency of the vessel. We conducted experiments using device …

Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking Study

S Sarkar, S Mehta, N Fernandes, J Sarkar… - arXiv preprint arXiv …, 2024 - arxiv.org
Detection of anomalous situations for complex mission-critical systems holds paramount
importance when their service continuity needs to be ensured. A major challenge in …

Prediction of blood glucose levels in diabetic and non-diabetic patients using Bi-RNN Transformers

DR Mudireddy, J Thakur, NJM Vianney… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Diabetes is a prevalent chronic metabolic disorder with increasing global prevalence,
posing significant health challenges. This study explores innovative noninvasive …