Join the Data Science Community on September 28, 2020 from 2:00 – 3:00 pm CT to learn more about asset failure prediction models from Jhonny Di Girolamo, Asset Management Consultant, Asset Management Group at CenterPoint Energy. Jhonny has in-depth experience with Asset Management and Analytics and actively works with multiple teams from a business engineering perspective within CenterPoint Energy to deliver innovative solutions. Jhonny’s presentation will address and help us learn more about asset failure prediction models, including: - What was the approach? What data was used? How was the model built? What tools? Where and how often does the model run? - Challenges: building, integrating, deploying and maintaining the model(s).- Probabilistic risk models - what's the probability of the risk model - survival analysis modeling - What's the use case(s)? - What are things that are common and would apply to every utility within your model(s)