The latest developments in manufacturing include the adoption of advanced robotics and automation technologies, the use of 3D printing for rapid prototyping and production, the implementation of Internet of Things (IoT) devices for real-time monitoring and optimisation of processes, and the integration of artificial intelligence for predictive maintenance and quality control. Additionally, sustainable manufacturing practices such as recycling and waste reduction are becoming more prevalent in the industry.
Manufacturing Execution Systems (MES) play a crucial role in manufacturing by providing real-time data on production processes, tracking inventory, managing quality control, and optimising overall efficiency. MES helps manufacturers make informed decisions and improve productivity. MES can also integrate with other systems, such as Enterprise Resource Planning (ERP) systems and plant control systems, to streamline operations and improve overall productivity in manufacturing environments.
Data will play a significant role in manufacturing by enabling predictive maintenance, quality control, and process optimisation. Manufacturing companies are increasingly using data analytics to improve efficiency and reduce costs.
Ensuring accurate data involves various steps, such as data validation, data cleaning, and data quality checks. It is essential to have proper data governance practices in place, and to use reliable data sources. Additionally, implementing data validation rules and regularly monitoring data quality can help ensure the accuracy of the data used for analysis.
In an example, a data scientist analysed a manufacturer’s profit per employer, driven by the stringent labour practices placed on companies in South Africa. The manufacturer had various sites running different processes. It quickly became apparent that one of the facilities could remove a process line and replace it with one similar to a process line at one of the other plants. This resulted in more profit per employee, and the plant could now compete with the other plants within the company.
Do not forget to obtain CPD points in our official publication this month – and if you are doing ‘engineering work’, you have until 31 December 2024 to register.
Yours in automation
Johan Maartens
| Tel: | +27 11 312 2445 |
| Email: | [email protected] |
| www: | www.saimc.co.za |
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