Best For
Operations managers and industrial engineers seeking to optimize production throughput. Supply chain analysts tasked with quantifying system constraints and lead times. Manufacturing supervisors who need practical methods to improve OEE and equipment utilization. Professionals responsible for infrastructure scaling and capacity forecasting.
Not For
Individuals seeking entry-level general business management training without an operations focus. Those who prefer high-level strategic theory over quantitative modeling and Excel-based analysis. Advanced researchers looking for complex stochastic simulation software tutorials rather than fundamental capacity planning methods.
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About the Creator
Ray Harkins is an experienced educator and manufacturing professional dedicated to bridging the gap between complex industrial engineering concepts and practical, real-world application. Through his platform, The Manufacturing Academy, Ray has spent years helping operators, supervisors, and operations managers master the critical skills needed to run efficient, high-performing production environments. He specializes in breaking down technical methodologies into accessible, actionable workflows that professionals can implement immediately on the shop floor. His instructional philosophy centers on clarity and real-world applicability, avoiding unnecessary jargon in favor of step-by-step guidance. Ray's courses, such as those focusing on the fundamentals of capacity planning and analysis, provide students with the exact framework needed to calculate machine utilization, predict labor bottlenecks, and optimize resource allocation. By combining industry-standard practices with clear, visual explanations, Ray ensures that his students walk away with not just theoretical knowledge, but the confidence and exact tools required to drive measurable improvements in their manufacturing facilities.
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