The presentation gives a partial summary of some of the research conducted by the Industrial Informatics & Signal Processing Research Group over the last 20 years. This was to celebrate 50 years of Engineering at Sussex University; many of our past graduates attended. The conference was a great success and culminated in a very enjoyable dinner with all the delegates and presenters.