I received a 3 years Post Doc fellowship position at Bournemouth University fully funded by Future Energy Source ltd and Bournemouth University. My main task was the development of Data-Driven & Goal-Driven Condition-Based Predictive Maintenance for Aviation Support Equipment (SE) to guarantee the durability of coatings. I developed a platform for maintenance schedules, which is a key focus area of any program. A method to develop corrosion data and model corrosion degradation was developed which has great promise for application to Aviation applications