Machine operation in modern manufacturing - key aspects and trends

Estimated reading time: approx. 12 minutes

TL;DR:

• Machine operation plays a key role in maintaining production continuity and quality.
• Staff shortages and high market demands favour automation and robotisation.
• Technologies such as works, cobots i vision systems are changing the face of modern plants.
• Implementing automation requires a meticulous cost-effectiveness analysis, including ROI calculations.
• Pilot implementation and support from an experienced integrator is a proven way to achieve success.

Table of contents

- Why is machine operation so crucial today?
- Key technologies supporting machine operation
- When is it a good idea to automate a company's machine operation?
- Examples of implementation and practical guidance
- New trends in machine operation
- How to get started? Step by step to automated machine operation
- Practical conclusions
- Summary

Introduction

Today, machine maintenance is not only a basic activity in production facilities, but also a key element in ensuring the continuity and quality of manufacturing processes. In an era of increasing market demands, shortages of skilled workers and the need to maintain high productivity, the importance of proper machine maintenance continues to grow. Companies that choose to improve this area gain the opportunity for faster growth and more efficient use of resources.

After reading this article, you will learn why machine operation is a strategic point in production planning, which popular technologies help to automate this process and how to carry out a successful implementation in your company.

Why is machine operation so crucial today?

Increasing market demands

We live in an age where customers expect high product quality, low costs and lightning-fast lead times. In order to meet these expectations, companies need to optimise every element of the process - above all the operation of the machinery. This is what determines whether equipment runs continuously and without breakdowns and whether the entire production chain suffers downtime.

The problem of staff shortages

The industrial sector in Poland and worldwide is increasingly facing difficulties in recruiting employees, including skilled machine operators. As a consequence, machine operation is becoming a critical point. On the one hand, a shortage of staff can lead to a slowdown in production; on the other hand, those already employed need to work more efficiently, and this requires the right tools and supporting technologies.

Impact of fault-free operation on safety

It should not be forgotten that efficient machine operation translates directly into workplace safety. Careful inspection, maintenance and monitoring eliminate the risk of accidents. In industries where the work with machines is most intensive, the use of modern automatic solutions and intelligent diagnostics even become a necessity.

Key technologies supporting machine operation

In recent years, the number of state-of-the-art solutions that support machine operation has increased significantly. It is no longer just about simple control systems and operator panels, but also about fully integrated tools designed to monitor, analyse and improve the production process.

Robots and cobots in machine operation

• Automation of repetitive tasks
  Industrial robots have been improving machine operation for many years, especially in repetitive tasks (e.g. transferring parts to a machining centre). They help to reduce downtime and ensure consistent quality of machine operation around the clock.
• Cobots and production flexibility
  In plants where it is not possible to introduce a fully automated line, collaborative robots (known as cobots) are becoming increasingly common. Their task is to assist operators in operating machines, while maintaining a high level of safety in the working environment. This solution is suitable where a high degree of flexibility is required - for example, in the case of varying production runs and frequent changes to the product range.
• Developing offerings on the market
  Michale Automatika is one of the entities involved in the implementation of modern robotic workstations. As an official distributor of SIASUN robots, we offer not only the delivery of the robots themselves, but also the comprehensive integration and customisation of the robots according to the specific needs of the customer.

Video system integration

• Precision in handling preforms, workpieces and irregularly shaped parts
  Integrated vision systems are playing an increasingly important role in machine operation, especially when it comes to tasks that require high accuracy, such as feeding small parts or quality control. Thanks to cameras and advanced image recognition algorithms, a robot can adjust to the position of an object without human intervention.
• Minimising human error
  In processes where every - even the smallest - error has an impact on the quality of the product, vision systems eliminate the human factor which, in difficult working conditions, can cause a loss of precision.
• Real-time monitoring
  Combined with the appropriate IT tools, the vision system allows for ongoing monitoring of machine operation and early detection of potential irregularities. This, in turn, reduces potential downtime and the losses associated with faults.

When is it a good idea to automate a company's machine operation?

Introducing automation or robotics in machine operation is a big investment for many companies. The question often arises - when is it worth taking such a step? The reality is that there is no one-size-fits-all answer, but there are a few factors to pay attention to.

Calculation of profitability and ROI

• Cost analysis
  The first step is always a thorough cost analysis - both investment and operational. The purchase price of the robot or automation system, the integration into the existing machine fleet, the cost of employee training and subsequent maintenance must be taken into account.
• Facilitated evaluation of profits
  It is worth emphasising that the benefits of introducing robotic machine maintenance can be considerable. Speeding up processes, reducing errors or lowering labour costs - all of these will automatically translate into higher profitability.
• Long-term perspective
  An investment in automation is usually an action calculated over many years. In the manufacturing industry, it is assumed that an industrial robot can operate continuously for up to 15-20 years. During this time, the company gains a competitive advantage and stabilises manufacturing costs.

Selection of industry-specific solutions

• Metal or food industry?
  Every industry has its own requirements. In the metal industry, resistance to high temperatures or dust is important. In the food industry, on the other hand, hygiene standards and easy cleaning of components are priorities. This is why choosing the right solution is not limited to choosing a specific machine, but also involves additional components such as transport systems or appropriate software.
• Various forms of robotisation
  Automated machine operation can range in sophistication from the use of simple manipulators to elaborate targets with several robots and a vision system. It is important that the technology is adapted to both the current scale of the operation and the planned expansion.
• Technical advice
  An experienced integrator company plays an invaluable role in the implementation process. Michale Automation helps businesses to select the right solutions, reducing the risk of bad investments. The first step is always a needs analysis and production audit, and only on this basis is an implementation plan developed.

Examples of implementation and practical guidance

The best way to verify the potential of automated machine operation is to test it in practice. The following are sample implementation scenarios that you can use in your company.

Implementation of a robot to operate an injection moulding machine

• Standardisation and repeatability
  One common application of robots in the plastics industry is the operation of injection moulding machines. The injection moulding machine works in cycles, with the robot supplying the correct amount of granules or moulds for injection and picking up the finished parts. This makes it possible to standardise the entire process and reduce errors related to worker fatigue.
• Reducing labour costs
  Where previously two people were required on a shift, after the implementation of automation, one operator supervising the robot and the injection moulding machine is often sufficient. On an annual basis, this results in significant savings, which in many cases can achieve a return on investment in as little as 1.5-2 years.
• Service and maintenance
  In order to realise the full potential of automated machine operation, regular servicing of the workstations is essential. For more information on how to take care of the maintenance and ongoing operation of robots, see our service and maintenance stand offer.

Benefits of working with an integrator

• Comprehensive support
  Implementing the robotisation of machine operation requires advanced knowledge and experience in industrial automation. The integrator's role includes designing the workstation, configuring the software, training the staff and commissioning the system.
• Staff training
  The integrator company can provide full support in the training of operators and the maintenance department, so that employees master the operation of the new equipment faster. In the case of Automatika Michale, training is tailored to the specific company profile and takes into account real production challenges.
• Flexible adaptation of solutions
  For companies that produce a series of short or varied batches, flexibility is of paramount importance. Modern systems make it easy to modify robot programmes and adapt the workstation to the production changes being implemented. As a result, not only productivity increases, but also the competitiveness of the company.
• Robotic handling of repetitive processes
  If your business often involves identical tasks (e.g. feeding parts into presses, pick-and-place or palletising), it is worth exploring the possibilities of robotic handling of repetitive production.

New trends in machine operation

The growing technologies of IoT (Internet of Things), Industry 4.0 and advanced data analytics are making machine operation increasingly automated and integrated. Many companies are eagerly reaching for tools that only a few years ago were difficult to implement due to cost or lack of specialists.

Digital Twins (Digital Twins)
As part of the drive for full control over production processes, a growing interest in digital twins - virtual models of machines and entire production lines - is indicated. Such models are used to test configurations, optimise workflows and predict faults without interfering with the actual machinery. As a result, implementations go faster and the risk of assembly errors and downtime decreases.

Machine learning and predictive analytics
Modern machine maintenance management systems are increasingly turning to artificial intelligence methods such as machine learning and predictive analytics. With the help of data collected in real time from sensors or cameras, machines can 'learn' by themselves when failures or errors occur most frequently and then signal the need for inspection or maintenance.

Modular robotic workstations
A trend that continues to expand in the market is the construction of modular workstations - which can be quickly adapted to different types of machine. For companies that have variable production volumes or work in a bespoke model, this type of solution is ideal. Instead of investing in an entire production line, several versatile modules are designed, which can be reorganised at any time to create space for handling new equipment.

How to get started? Step by step to automated machine operation

For entrepreneurs who are still hesitant to introduce automated solutions, we have prepared a short list of steps to start the process with.

1. Analysis of needs and selection of appropriate scope
Think about which machines in your business cause the most difficulties. Is it the cutting process, packaging or perhaps the transport of components? First automate those areas that will result in the most time savings and minimise errors.

2. Technology selection and testing
Together with the integrator, determine the technological requirements, such as the robot's payload or the need for continuous operation. Then carry out tests in conditions close to production. Often, a pilot programme with one machine is prepared for this purpose, in order to thoroughly test its performance and ergonomics.

3. full implementation and monitoring
After successful testing comes the time for full implementation. It is crucial to continuously monitor the parameters and adjust the settings according to real needs. This way you can still catch errors and implement improvements as you go along.

4. regular maintenance and development
Once you are convinced of the benefits of automating machine operation, you will probably want to extend these solutions to more workstations. Remember to include regular maintenance of robots and machines in your plans to keep them in optimum condition.

If you are also interested in robotising other processes, take a look at our main offering section, where we describe the possibilities of line automation.

Practical conclusions

• Machine operation is of paramount importance for the efficiency and safety of production. In the face of increasing competition, it is the speed and reliability of processes that affect a company's market advantage.
• Technologies such as works or cobots, supported by vision systems and supporting software, allows routine tasks to be significantly streamlined and downtime to be avoided.
• Investment in automated machine operation requires a detailed needs analysis, as well as appropriate budgeting and staff training.
• It is often a proven solution to start with a pilot implementation on one line or one machine. Only later is it worth thinking about scaling up and automating other areas.
• Regular maintenance and well-planned maintenance are the foundation of long-term robot use. Without this, even the best technology will not deliver the expected efficiency.

Summary

Machine operation is the cornerstone of any manufacturing company that strives for high product quality and stable production rates. Thanks to modern technologies such as vision systems, collaborative robots or cloud-based data integration, it is becoming possible to achieve levels of productivity that were until recently reserved only for the largest concerns.

If you are considering automation or robotisation in your plant, it is worth betting on experienced partners. Michale Automation offers comprehensive support - from the planning and construction of machines and production lines to the implementation and training of personnel. You can find out more about our services at our website.

It is also worth keeping up to date with the latest trends and solutions in order to respond effectively to changing market needs. Feel free to leave a comment or contact us for details of a potential collaboration. You can also sign up to our newsletter to receive updates on innovations in the industrial automation industry.

By implementing the right machine handling solutions, you will not only improve the efficiency of your production process, but also ensure the safety of your employees. As a result, your company will be able to deliver orders faster and offer more attractive prices, which will translate into greater competitiveness and stable growth in the years to come.

FAQ

How long does it take to implement machine automation solutions?
Implementation time depends on the complexity of the processes and the size of the plant. It can range from a few weeks for simple applications to several months for more complex production lines.

Does automating the operation of machines mean that workers will lose their jobs?
Usually no. Automation helps move workers from monotonous machine operation to more developmental and creative tasks. Many companies are taking advantage of these opportunities by offering training and retraining to employees.

What to look for when choosing a robot integrator?
First and foremost on industry experience, portfolio of completed projects and comprehensiveness of support. It is also important that the integrator provides service and training to facilitate smooth implementation and continued maintenance of the solutions.