The document summarizes a senior design project to address human error in loading disposable kits for the Spectra Optia centrifuge. Two concepts were selected: a machine vision system using cameras to detect misloads, and an audio system using microphones. The systems would detect loading errors before blood enters the centrifuge and alert the operator. A valve block modification was also proposed to prevent tubing from being loaded behind the cassette and eliminate potential misloads.