Purpose: This paper is designed to provide an insight into utilization of Process Mass Spectrometry as a replacement for slower analyzers of Ethylene Furnace Feed and Effluent. Specific topics to be discussed include process variance reduction, sample conditioning, analyzer precision, and operating results.