Dr. Lilach Goren Huber

Work at ZHAW

Position

• Senior Lecturer
• R&D Projects Leader

Teaching

• Master Course "AI for Anomaly Detection in Complex Systems: a Hands-On Tutorial.
• CAS Machine Intelligence: Deep Learning Module

Professional development teaching

CAS Foundations of AI and Machine Learning

Projects

• AIConn: Predictive AI for production quality and reliability of industrial connecting tools / Project leader / Start imminent
• AI-based Health Prognostics for Battery Energy Storage Systems with Operational Condition Monitoring Data / Project leader / ongoing
• Fault Prognostics under Data Scarcity: Data Augmentation using Transfer Learning / Project leader / ongoing
• Physics-informed machine learning for measurement error correction in elastomer-based sensor systems / Deputy project leader / completed
• Smart Digitalization Demonstrator – predictive calibration and maintenance / Project leader / completed
• An end-to-end fault prognostics solution for reliable power grids using acoustic sensors / Co-project leader / completed
• ZHAW-PARC Hybrid Prognostics Research / Team member / completed
• End-to-End Data Driven Design of After-Sales-Services for Digital Cutters / Team member / completed
• Data Driven Energy Efficiency / Team member / completed
• Automatic Data Selection for Machine Learning based Anomaly Detection / Project leader / completed
• Intelligent Diagnostics of Performance Degradation in Solar Power Plants / Project leader / completed
• Expert Group Smart Maintenance / Project leader / completed
• Convolutional Neural Network Algorithms for Wind Turbine Fault Detection / Project leader / completed
• Data analysis of the potential reduction of the utilization energy in the city of Winterthur. / Project leader / completed
• Machine Learning Based Fault Detection for Wind Turbines / Project leader / completed
• Decision Support System for Predictive Maintenance of Laser Cutting Machines / Project leader / completed
• Optimization of Maintenance Scheduling for Hydroelectric Power Plants / Project leader / completed
• Risk Based Maintenance for safety equipment of Swiss National roads / Team member / completed
• Energy Optimization for Vessel Operations / Team member / completed
• Development of a method for optimized fleet management / Team member / completed
• RENERG2 – RENewable enERGies in future energy supply / Team member / completed
• Optimum asset management of infrastructure networks / Team member / completed

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