Geothermal Closed-Loop User Tool in Energy Research (GeoCLUSTER) (iEdison No. 0685901-23-0065)
Bearing-less Centrifugal Pump (non-levitated, non-electromagnetic) (iEdison No. 0685901-22-0152)
STOMPX (iEdison No. 0685901-22-0031)
Copper (iEdison No. 0685901-22-0089)
peppuR (iEdison NIH No. 0685901-19-0005, Grant No. DK117483)
This package specializes in fusion-based machine learning and ensemble feature selection to integrate data sources into a cohesive and reduced feature space. The product of this package is a machine learning analysis pipeline that utilizes disparate data types with a focus on discovering features of importance to a predictive model through integration of low- and high-throughput data sources.
Underwater Video Fish Detection
The invention is software for processing underwater video to detect when fish are present. It is specifically aimed at being effective on video recorded in energetic (turbulent) environments, where there is often a significant amount of clutter from floating debris and bubbles. The detection algorithm uses optical flow to characterize motion in the scene, and detects the motion signature of fish, which is different than that of debris or bubbles.