2 papers
cs.LG2026
A Data-Driven Framework for Unsupervised Monitoring of Transmission Systems Using End-of-Line Testing Data: A Case Study at Ford Motor Company
Mohammad N. Bisheh, Mehrdad Moradi, Parinaz Farajiparvar +6
Sensing technologies have advanced rapidly across industries ranging from energy to automotive manufacturing. These systems generate high-dimensional (HD) data characterized by com…
eess.SP2026
Stagewise Anomaly Detection for E-Transaxle Quality Monitoring Using Wavelet and STFT Features
Mohammad N. Bisheh, Rajesh Gupta, Qian Wang +5
This paper presents two interpretable machine-learning frameworks for quality screening of e-transaxle assemblies in electric vehicles: a Stagewise Wavelet Isolation Forest (SWIF)…