78 citations · 123 across the 7 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.LG2026
Contrastive Siamese Representation Learning for Predictive Maintenance of Electrical Submersible Pumps
Seshu K. Damarla, Xiuli Zhu
Electrical submersible pumps (ESPs) are essential in offshore oil production, where unexpected failures can result in significant operational and financial losses. Accurate predict…
cs.CV2026
Optimal Transport Image Representation and Deep Covariance Alignment (CORAL) for Control Valve Stiction Detection
Seshu K. Damarla
Control valve stiction is a common cause of unwanted oscillations and poor control-loop performance in industrial processes. Data-driven methods can automatically detect stiction,…
cs.IR2026
Retrieval-based and Fine-tuned LLM Approaches for Industrial Asset Health Monitoring and Decision Support
Seshu Kumar Damarla, Xiuli Zhu
Industrial plants run many important machines such as pumps, turbines, and compressors. Although engineers can use their experience to identify and diagnose machine problems, trans…