Chapters
(Clip) Untitled Episode
0:00 to 0:07
Challenges of Scaling Battery Portfolios
0:07 to 2:06
(Clip) Untitled Episode
0:07 to 0:07
Financial Risks and Performance Penalties
2:06 to 5:12
Origins of TWAICE and Battery Analytics
5:12 to 8:57
The Limits of Standard LFP Data
8:57 to 10:56
Battery Imbalances and Life Cycle Management
10:56 to 14:37
Solving the LFP State of Charge Problem
14:37 to 17:37
Moving Beyond the Cell to System-Level Analytics
17:37 to 22:07
Managing Degradation and Financial Stakeholders
22:07 to 26:39
Resolving Warranty Claims and Root Cause Analysis
26:39 to 32:33
Data Complexity: BESS vs. Solar Assets
32:33 to 36:39
Transforming O&M from Reactive to Predictive
36:39 to 43:21
Analyzing Battery Fire Causes and Safety Trends
43:21 to 48:29
The Role of Human Judgment in Automation
48:29 to 52:55
Cybersecurity and Protecting Critical Infrastructure
52:55 to 56:04
Building a Strategic Battery Management Framework
56:04 to 1:01:49
