Foundations Of Process Analytics and Machine learning is the first in a new triennial series of CACHE-sponsored conferences, aims to be the premier forum for researchers from industry and academia to discuss the current status and future directions of data analytics and machine learning in the process industries. Invited speakers include leading researchers from both academia and industry.