Manufacturing

Manufacturing

Machine Learning Algorithm to Guide Cardiac Resynchronization Therapy Personalization

Manufacturing, Biotechnology

­This patient risk-assessment machine learning algorithm predicts patient response to cardiac resynchronization therapy (CRT) intervention enabling more informed selection criteria and improved rates of therapy success. Approximately 90,000 patients receive cardiac resynchronization therapy per year, with only 50% of that population benefitting. This directly results from the uncertainties surrounding which patients will actually benefit from the procedure. Providing insights into…

Topology Agnostic Detection and Location of Fault in DC Microgrid Using Local Measurements

Manufacturing, Information and Communication

This topology agnostic fault detection and location technology is the first such technology that is system-independent, uses only local measurements, and is closed form (non-iterative). Combining these attributes allows this technology to operate quickly to meet the needs of the growing DC microgrid market. This speed advantage bridges a major challenge for DC microgrids by protecting components from speed critical…

Purposeful Failure Methodology for Machinery

Manufacturing

This failure methodology utilizes purposeful generation of labeled failure mode datasets via surrogate purposeful failure twin (SPFT) simulations. Machine learning powered performance analysis, predictive maintenance, and production management capable of reducing unexpected failure and unnecessary downtime are enabled via this innovation. This technology revolutionizes the manufacturing operations management (MOM) system market, which currently suffers from a gap in the availability…

Triple Ridge Waveguide Laser

Manufacturing

Clemson University researchers have developed a TRW laser structure that consists of a broad-ridge waveguide to provide dissipative modes that can couple with higher-order modes. This laser can effectively suppress all the undesired higher-order transverse modes under a threshold, ensuring single-mode operation with a larger emitting aperture and a higher output power than traditional RW lasers.
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