Abstract: Techniques for integrating optoelectronic system and microfluidic system. An apparatus for optical analysis includes a detector system and a microfluidic system on the detector system. The apparatus is free from any lens system between the microfluidic system and the detector system. Methods of making such an apparatus and using such an apparatus are also disclosed.
Type:
Grant
Filed:
January 23, 2003
Date of Patent:
April 28, 2009
Assignee:
California Institute of Technology in Pasadena
Inventors:
Mark L. Adams, Stephen R. Quake, Axel Scherer
Abstract: A general method of anomaly detection from time-correlated sensor data is disclosed. Multiple time-correlated signals are received. Their cross-signal behavior is compared against a fixed library of invariants. The library is constructed during a training process, which is itself data-driven using the same time-correlated signals. The method is applicable to a broad class of problems and is designed to respond to any departure from normal operation, including faults or events that lie outside the training envelope.
Type:
Application
Filed:
March 6, 2002
Publication date:
January 23, 2003
Applicant:
California Institute of Technology in Pasadena, California
Inventors:
Mark L. James, Ryan M.E. Mackey, Han G. Park, Michail Zak