AI & HPC Data Centers
Fault Tolerant Solutions
Integrated Memory
Discover the shift to high-mix, low-volume manufacturing, its pros and cons, and effective strategies to boost productivity and profitability in today’s factories.
In order to meet diversifying needs, modern manufacturing requires high-mix, low-volume production. What measures are necessary to ensure profits in high-mix, low-volume production? We will introduce the advantages and disadvantages of high-mix, low-volume production, as well as measures to improve productivity.
What are the characteristics of a production method called high-mix, low-volume production? Let's take a look at its characteristics and the background of why many companies have switched to high-mix, low-volume production.
High-mix, low-volume production is a production method used mainly in the manufacturing industry, classified from the perspective of "what and how much to make." It is a production method in which a company or production base has many production varieties and the production volume of each variety is low. The production varieties and quantities are often determined according to customer orders and made to order, so it can be said to be a flexible production method that adapts to customer needs.
During period of rapid economic growth, the mainstream approach is mass production of a small variety of similar products. High-quality manufacturing methods provide the market with products with long expected product life spans, and to improve them in response to customer requests. Manufacturing was based on the stance of "We want customers to use the same product or products from the same series for a long time."
However, in recent years, customer needs have changed quickly, and new needs often emerge before a product reaches the end of its life span, leading to shorter product cycles. In addition, technological advances have made it possible to realize a variety of functions, which has also encouraged diversification, and it has become rare for many people to use the same product.
In this way, the shorter cycles and diversification of needs have led to the subdivision of products that sell, and we have entered an era where small-volume production of a wide variety of products is the norm.
When comparing small-lot, multi-item production with mass production of a small variety of items, what are the advantages and disadvantages of each due to their respective characteristics?
High-mix, low-volume production has the following advantages:
While there are advantages to producing a wide variety of products in small quantities, there are also disadvantages.
Although the benefits of high-mix, low-volume production are obvious in terms of customer needs, the disadvantages are obvious in terms of costs. So, what kind of efforts should be made to increase productivity in high-mix, low-volume production?
To do this, it is important to make good use of the advantages of high-mix, low-volume production while minimizing the disadvantages.
In order to minimize the disadvantages of small-lot, multi-production, flexible production management is necessary. Specifically, this involves dividing the frequency of orders and the lot size of each order into several stages and deciding how to handle each one.
If orders are received frequently for one product type, it is effective to consider setting up a permanent line dedicated to that product type and reduce setup time in order to improve production efficiency. Conversely, if orders are received infrequently, it is effective to handle the situation through made-to-order production.
When the frequency of orders is particularly short and frequent, it is necessary to reduce setup costs by holding inventory.
In principle, one of the benefits of high-mix, low-volume production is that it reduces inventory, but if the cost of setup increases in exchange for zero inventory, it could be counterproductive. For this reason, there are cases where it is optimal overall to determine the appropriate amount of inventory and hold a certain amount of inventory.
In high-mix, low-volume production, the biggest cause of increased costs is the frequency of setups. From this perspective, it becomes clear that improving setup efficiency is directly linked to production efficiency.
Specifically, there are methods to improve "internal setup," which is carried out by stopping machines and operations, and "external setup," which is carried out outside the production line while production continues. It is important to
constantly continue making improvements to make setups more efficient, such as improving the allocation of internal and external setups, making internal setups more efficient, and eliminating waste through work analysis.
In high-mix, low-volume production, careful and appropriate inventory management and process management are important. Therefore, there is a possibility that the situation could be improved by introducing an inventory management system or production management system. This is because the entire process, from ordering materials and ingredients to collecting the finished product, would become smoother and more efficient.
To do this, it is necessary to thoroughly consider the current issues and the effects of introducing a system, and select the necessary system that suits your company's operations.
As high-mix, low-volume production increases and more efficient production methods are required, improvements have been made to production management through on-site setup improvements and system introduction. However, in addition to these, newer efficiency methods are attracting attention.
These are solutions using IoT and AI, which have already been introduced in many manufacturing sites and are attracting attention even in sites where they have not yet been introduced.
For example, there is an issue that human errors are likely to occur due to insufficient training of workers in high-mix, low-volume production. In response to this issue, there are cases where a work error prevention system that combines projection mapping and image sensors has successfully shortened training time and reduced the rate of defective products.
In addition, a case where AI is trained to learn defective product judgment rules and the efficiency of appearance inspection is improved is a good example of the use of ICT, which simultaneously achieves improved inspection accuracy and automation.
In improving management systems, there are cases where production efficiency is increased through optimal processes by using process management systems incorporating AI.
In the future, where high-mix, low-volume production is expected to continue, it may be soon that such solutions using ICT will become essential.
We have introduced the reasons for the increase in small-lot, multi-product production, its advantages and disadvantages, and future countermeasures.
As society becomes more affluent and needs diversify, small-lot, multi-product production is expected to continue to increase. If we do not continue to make efforts to improve productivity at this time, it may become difficult to secure profits due to increased setup time and rising equipment costs. In order to adapt to a society of small-lot, multi-product production, it may be necessary to consider new countermeasures that take into account the use of AI and IoT.
Related article:
What can be done to improve productivity? Introducing specific methods and examples in the manufacturing industry | Stratus Blog
The benefits of AI in production management - How to solve production management issues | Stratus Blog
At Penguin, our team designs, builds, deploys, and manages high-performance, high-availability HPC & AI enterprise solutions, empowering customers to achieve their breakthrough innovations.
Reach out today and let's discuss your infrastructure solution project needs.