Computer Sciences

Few-shot learning AI accurately 'senses' home appliances

NIALM (Non-Intrusive Appliance Load Monitoring) can "sense" appliances using electrical power. NIALM is used in homes and small buildings. For this, NIALM can require hundreds of labeled power signal images from each appliance ...

Energy & Green Tech

A natural gas bridge to net zero?

Destenie Nock, an assistant professor of civil and environmental engineering and engineering and public policy in Carnegie Mellon University's College of Engineering, has co-authored a study that helps illuminate the future ...

Energy & Green Tech

Renewable hydrogen economy outlook in Africa

Global leaders at COP27 are discussing how best to mitigate greenhouse gas emissions and maintain global warming below 2°C to avoid catastrophic climate change.