Subject

Energy & Engineering

Energy systems, batteries, infrastructure, devices, and engineered processes.

75 published articles10 specialties

Latest in Engineering

Energy & EngineeringElectrical & Electronic EngineeringPreprint

Voltage clustering shrinks a year's grid operating points by 99.66%

A computational study reports that clustering simulated grid conditions by their voltage responses reduced 8,760 hourly operating points to a 30-point set while reproducing steady-state voltage behavior with 98.3% accuracy. It also found lower reconstruction errors than injection-space clustering and heuristic sampling in the reported outage test.

Scientific publication4 min read

Energy & EngineeringElectrical & Electronic EngineeringPreprint

Preprint model posts 91.3% simulated collaborator-selection accuracy

A preprint reports that TrustFormer produced lower trust-evaluation error and higher collaborator-selection accuracy than two baseline models in simulations of collaborative computing. The reported advantage was larger for strategic and gradually degrading behavior, while disorder in historical monitoring records increased error.

IEEE GLOBECOM 20264 min read