Resources

Insights and strategies to transform your maintenance operations

Showing 15 of 929 articles

Software by Mei Lin Zhang

Model Compression Methods (Pruning, Quantization) for Faster Inference

Software by Ethan Kim

Cross-Validation Techniques for Time Series Maintenance Data

Software by Aisha Malik

Scheduling Drone-Based Inspections with Predictive Failure Hotspot Identification

Software by Sofia Rossi

Integrating Weather Forecasting Models to Anticipate Environmental Impacts on Assets

Software by Mei Lin Zhang

Predictive Maintenance for Edge Devices with Limited Computational Resources

Software by Sofia Rossi

Comparing Memory-Based vs. Model-Based Approaches to Predictive Maintenance

Software by Chloe Dupont

Cold Start Problem in Predictive Maintenance for Newly Introduced Assets

Software by Ethan Kim

Smoothly Clipped Absolute Deviation (SCAD) Penalties for Feature Selection in Maintenance

Software by Olga Ivanova

Game-Theoretic Models for Cooperative Maintenance Agreements Among Firms

Software by Mei Lin Zhang

Scaling Predictive Maintenance to Thousands of Assets with Hierarchical Approaches

Software by Ethan Kim

Prioritizing Maintenance Interventions Using Shapley Value Decomposition

Software by Olga Ivanova

Concurrent Engineering Approaches to Integrate Maintenance Early in Product Design

Software by Arjun Patel

Implementing Continual Learning Paradigms to Evolve Maintenance Models Over Time

Software by Carlos González

Worst-Case Scenario Analysis to Prepare for Extreme Maintenance Events

Software by Sofia Rossi

Post-Processing Predictive Model Outputs to Enhance Interpretability for Stakeholders