CoE: The Key to Data-Driven Manufacturing explains how manufacturing teams can transform messy shop-floor data into reliable improvements by leveraging data, standards and a Center of Excellence (CoE). This book connects common factory problems, such as process variation, miscommunication and poor data, to practical solutions, including process documentation, MES and ERP integration, ISA-95 models and continuous improvement methods.
This book provides clear examples and real-world experiences that demonstrate how sensor data and basic analytics can help identify root causes, reduce rework and standardize operations. It also outlines the skills and structure required for an effective CoE, demonstrating how enhanced shop-floor visibility facilitates more effective strategic planning and KPIs.
Table of Contents:
About the Author xi
Preface xiii
Chapter 1 Introduction and Overview 1
Chapter 2 CoE and Data-Driven Management 15
Chapter 3 Process Management, Continuous Improvement, and the CoE 41
Chapter 4 Industry 4.0 and Data Mining 65
Chapter 5 The CoE in Maintaining MOM/MES 81
Chapter 6 MOM and the Functionality of an MES 117
Chapter 7 The CoE in Strategic Planning and Management 141
Chapter 8 Connecting the Dots 161
Abbreviations 183
Glossary 185
Index 189
About the Author :
Grant Vokey is the principal consultant for Vokey Consulting. With 20 years of diverse manufacturing operations experience and an additional 15 years of integrating information technology (IT) systems into the manufacturing floor, he has developed a strong understanding of how manufacturing companies work and the information needed to operate at world-class levels.
Grant's experience, coupled with continuous training and 10 years as a Certified Operations Manager, has also provided him with an excellent understanding of industry best practices and best-in-class utilization of manufacturing execution systems (MES). Using this knowledge, he has been a subject matter expert for developing industry-leading MES applications/solutions, a program manager for multiple MES programs, and a lead consultant on implementations of MES in various verticals (electronics, industrial equipment, automotive manufacturing, and metal fabrication).
Grant has developed a reputation for providing sound, practical advice and direction that make a difference to his clients and the MES industry as a whole.
