Topological Data Analysis for High-Dimensional Dynamic Process Monitoring

Angan Mukherjee, Tyler A. Soderstrom, Michael J. Kurtz +1

Real-time process monitoring requires methods that extract actionable information from high-dimensional time-series data. In this work, we present a new approach for process monito…