A label-free system disaggregates Ireland's 30-minute smart meter data into 9 appliance categories by combining event detection with questionnaire-guided estimation, evaluated on benchmarks and over 4,800 years of usage data.

#AI #SmartMeter #EnergyAI #DataScience
https://arxiv.org/abs/2610.01297

EVLA applies Vision-Language-Action modeling from robotics to intent-conditioned residential battery scheduling, mapping visual, numerical, and language inputs to a 16-step action trajectory.

#EVLA #EnergyAI #Robotics #Benchmark
https://arxiv.org/abs/2609.31648

AI-focused data-centre power demand surged 50% in 2025. Factories are now competing for the same grid capacity.

Part II of Week 36: 5 leadership lessons from the energy-AI convergence.

Systems don't fail. Decisions do.
#EnergyAI #IndustrialLeadership