@article{2928d23e0488490b8a75d2c833a49066,
title = "Bringing new technologies and approaches to the operation and control of chemical process systems",
keywords = "HVAC control, automation, chemical production scheduling, feedback control, machine learning, model predictive control, process operations",
author = "Rawlings, {James B.} and Maravelias, {Christos T.}",
note = "Funding Information: This article is dedicated to Drs. E. Soraya and Blake C. Rawlings on the occasion of their wedding. The authors would like to thank Professors S. J. Wright of UW-Madison and B. Recht of UC-Berkeley, and Drs. R. D. Turney and M. J. Wenzel of JCI, Inc. for helpful discussion of several of the topics covered in this article. Former PhD students Drs. M. J. Risbeck of JCI and N. R. Patel of ExxonMobil performed the research presented on the topics of HVAC and scheduling. Current PhD student P. Kumar performed the calculations in the application of reinforcement learning and neural networks.",
year = "2019",
month = jun,
doi = "10.1002/aic.16615",
language = "English (US)",
volume = "65",
journal = "AIChE Journal",
issn = "0001-1541",
publisher = "American Institute of Chemical Engineers",
number = "6",
}