Innovation and R&D
Theory of Constraints
Article 17
Read Time 4 minutes
What is Theory of Constraints?
Let me start with a simple example. It has massive implications.
Look at a steel chain shown in Figure 1.
Here are a few trivial quiz questions:
Here are answers couched in scientific terms:
This is a simple example of Theory of Constraints, TOC for short, invented by an Israeli, Eliyahu M. Goldratt.
Goldratt(1947-2011) was an entrepreneur, programmer and a physicist who was working on optimization algorithms and looked at the programming code to determine where the code is making next iterative improvement. He recognized that the optimization code consistently made an incremental improvement at the “weakest” link. To explain his insights, Goldratt wrote and published several books: The Goal, Critical Chain, It is not Luck, Theory of Constraints, Race, Haystack Syndrome, and a few others.
Goldratt says, if you have an assembly line, and you want to improve its production rate, you need to find the “weakest link,” the limiting resource, the rate limiting step, or bottleneck and figure out how to increase the rate of that limiting step. He also goes on to say, if instead, you apply a resource anywhere else, it is a wasted resource. He further generalizes that to say, on any assembly line, resources that are not applied at the bottleneck step, must remain idle for some time until the bottleneck resource catches up! Management finds this scary, “Eliyahu, do you mean we need to deliberately keep most of the resources idle and non-productive?”
I read several books by Eliyahu Goldratt, while some of them are elegantly written (The Goal, is a fictionalized version of life in a Manufacturing Plant.) the finer details of the TOC concept still eluded me till I found an elegant simulation by an Australian organization TOCCA.com.au dedicated to TOC. A picture is worth a thousand words. Look at this simulation. “TOC in Operations” at TOCCA Animation [ref. 1]
Toyota capitalizes on this thought process in their Just-in-Time production and Kanban system. In order to identify where the bottleneck is, you discourage excess production at each step, by reducing in-process inventory. Reducing excess production at each step helps you discover the bottleneck step, so resources can be applied and bottleneck removed.
So how would you use TOC in Chemical R&D?
Ask:
So crank up your Product Development engines… Let us speedup new product development and growth rates. And let the fun begin!
References:
Mukul is bilingual. He speaks Chemical Engineering and Applied Statistics.
As a Senior R&D Manager, Statistics and Computer-Aided Research at BF Goodrich Chemical, he championed the use of Design of Experiments (DOE) for predictive modeling, performance optimization, scale-up, and quality control.
Currently, he is the Founder and President of FastR&D, LLC, based in Cleveland, Ohio.
Over his career, he has trained nearly 1,000 R&D scientists, engineers, and senior executives. He has led 750 DOE studies across industries including chemicals, food, polymers, plastics, pharmaceuticals, and medical devices. His projects range from scaling up a one-inch fluid bed reactor to an 18-foot production reactor, to optimizing the design of a tiny angioplasty device for renal artery denervation and blood pressure control.
Mukul has advised numerous Fortune 1000 chemical firms on innovation, rapid new product development, and managing NPD as a structured business process.
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