Three real-world datasets are introduced for a petroleum engineering capstone design course, providing detailed problem statements, assessment criteria, team-building practices, and required software packages. Two surveys reveal that students prefer real datasets over synthetic ones, and despite initial challenges, students feel proud of their…

This article describes experiences with teaching process data analytics and machine learning, including in: (1) a joint undergraduate/graduate course for students in chemical and mechanical engineering and engineering management; and (2) an undergraduate chemical engineering concentration in process data analytics. The article also describes…

Inter-group peer evaluation through wikis was implemented as a method for senior capstone design teams to improve writing and the critical evaluation of data. Each group was evaluated by peers using a qualitative discussion and evaluated quantitatively by instructors. Students had an increased interest in contributing to online knowledge centers,…