CRC Press Chemometric Monitoring - Quality and Fault Detection

In an era where data collection, compression, and storage have become mature technologies, extracting meaningful information from historical process databases is a logical step for industry professionals. This book by CRC Press provides a comprehensive look at applying data-driven knowledge to ensure safe process operations. Readers will explore methods for the timely detection of both abnormal and normal operating conditions. By focusing on process fault detection and product quality assessment, this text serves as a guide for maintaining high standards in manufacturing and chemical processes. Beyond industrial applications, the content extends to the analysis of biomedical signals, offering insights that lead to effective diagnostic tools. This work acts as an open invitation to bridge the gap between raw data and actionable intelligence in science and engineering.