INTELLIPHASE: Software Platform for Fouling Monitoring and Prediction

In response to Navy STTR topic N23A-T010, Interphase Materials (IPM) in collaboration with the Virginia Tech Applied Research Corporation, propose the development of INTELLIPHASE, a sensor fusion and data analysis and software package, for the monitoring and prediction of the antifouling lifespan of TBTO in sonar radar domes. Sonar domes are necessary for optimal sonar performance, but require Tributyltin Oxide (TBTO) to prevent fouling from reducing performance. The lifetime and performance of TBTO throughout a sonar dome’s lifetime is not well understood, but a method of measuring TBTO in sonar domes has recently been developed. There is a need to record data from TBTO measurements and pertinent information on the sonar domes as well as develop predictive algorithms to predict antifouling lifetime and inform future design decisions. IPM has been developing INTELLIPHASE software for prediction of biofouling in cooling water for HVAC and power plan applications. This platform can be adapted to the specific requirements and data associated with sonar domes. IPM is partnering with VT-ARC to assist in the development of the ontological framework. In Phase I, IPM and VT-ARC will train machine learning models for the prediction of fouling and TBTO depletion in sonar domes as well as design an ontology-driven GUI framework.