Experienced shop floor supervisors and production managers can often find themselves at odds with the production planning function in a manufacturing business. Tensions emerge between the organisational desire to trust the principles of Materials Requirements…
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While you will find a relentless justification for the need to apply science to manufacturing management in these articles, it would be rather naive to think that just looking after the mathematics will solve all…
There are plenty of advocates of Machine Learning (ML) at the moment. Many of them have something to sell, which of course uses ML (along with Artificial Intelligence, AI). ML should be able to help…
Similar to the PERCENTILE formula, MS Excel has two functions that enable you to find the value in a range of numbers at a specific quartile. QUARTILE.EXC is used if you want to obtain the…
MS Excel has two functions that enable you to find the value in a range of numbers at a specific percentile. PERCENTILE.EXC is used if you want to obtain the percentile excluding the first and…
Quantiles are useful for talking about where a particular value lies within a dataset. Unfortunately, they are not that widely understood. We can think of quantile as equal portions of the data distribution. Once we…
It has been said before, but having clean data is one of the best ways to ensure that your analysis is based on a sound footing. In the same way that we can tell whether a…
Machine Learning (ML) is very popular at present. It’s capabilities are almost magical if you listen to the software vendors. There is no doubt that ML enables interesting capabilities. If you have ever browsed Amazon…
People are the key asset of any business organisation. For a business to be profitable we need to manage resources effectively, especially Human Resources. Years of management practice, organisational research and psychology, and explorations into…
A lot of people will use Microsoft Excel to do their analysis as it is installed on their desktop computer. To do basic descriptive statistics you will need to know how to calculate the mean,…
This is the first of a series of posts where I explain some fundamental statistical concepts. Statistics has a reputation for being a) complicated, b) boring, or c) both complicated and boring. Having an understanding…
Asking questions of data can be hard work. We can often struggle to frame the ‘correct’ question, that will give us the answer we need. And while we have tools that can ‘drill-down’ and `slice-and-dice’,…
The explosion of interest in data analysis has led to a wider audience participating in the development of new methods and tools to help gain new insight. Careers in Data Science are relatively new, but…
Good data visualisation communicates meaning to a wide audience in an unambiguous way. Unfortunately, a lot of data visualisation is not so effective and communicating meaning. There can be many reasons for this, from not…
There are a few approaches to creating simulations that affect how we construct our models. The first approach is to do something called a Discrete-Event Simulation. With this model, we look at our system and…
Your IIoT equipment is installed. You can see the devices on your network. Your log files are being written to when the machine runs. What next? Initial excitement can soon turn into dismay when you…
Resources are generally more constrained in an SME manufacturer than for a large corporate organisation; there isn’t the luxury of a research and development department, or an intelligence unit that deals with reporting, analysis and…
Computer security is a topic that frequently emerges when talking with a manufacturing business that is curious about “digital transformation” or “Industry 4.0”. I find that a lot of SMEs are sceptical about Industry 4.0,…
From the National Institute of Science and Technology definition of a Cyber Physical System: “Cyber-Physical Systems or “smart” systems are co-engineered interacting networks of physical and computational components. These systems will provide the foundation of…
Everybody is talking about analytics. Together with Artificial Intelligence or AI all of our business problems will be solved apparently. Analytics sounds like analysis, so it is natural to make the comparison to try and…