Accepted Manuscript Title: Online Reduced Kernel PLS Combined with GLRT for Fault Detection in Chemical Systems Author: R. Fazai M. Mansouri K. Abodayeh H. Nounou M. Nounou PII: S0957-5820(19)30228-9 DOI: https://doi.org/doi:10.1016/j.psep.2019.05.018 Reference: PSEP 1772 To appear in: Process Safety and Environment Protection Received date: 7 February 2019 Revised date: 29 April 2019 Accepted date: 10 May 2019 Please cite this article as: R. Fazai, M. Mansouri, K. Abodayeh, H. Nounou, M. Nounou, Online Reduced Kernel PLS Combined with GLRT for Fault Detection in Chemical Systems, <![CDATA[Process Safety and Environmental Protection]]> (2019), https://doi.org/10.1016/j.psep.2019.05.018 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.