Speakers:
AI for Sustainability: Industrial Plants Energy Optimization in Edison
Date:
Monday, November 18, 2024
Time:
2:00 pm
Track:
Summary:
Edison Digital Dept. strongly believes AI can play a crucial role in energy transition challenges. The company has developed machine learning and AI solutions to better understand industrial plants consumptions and optimize our plants operations to maximize revenues while minimizing energy consumptions. This presentation is an overview of some success cases for Edison that combine various data science techniques: time series forecasting, digital twin development, optimization algorithms.
Quality In, Quality Out: Techem's Digital Boiler Room
Date:
Monday, November 18, 2024
Time:
2:30 pm
Track:
Summary:
How do you improve the energy efficiency of thousands of existing heating systems by 15% when you know nothing about them to start with? Kevin and Nikolaus will discuss the retrofit approach Techem choose to collect ground truth using smart tooling. A focus is put on reverse engineering the heating curve of legacy systems while ensuring robustness across a wide variety of heating system designs. They’ll demonstrate, that quality in curating contextual master data dominated the results.