1. Process Digital Twin
Process twins, the superior type of digital twins, combine system twins into a single entity to investigate system synchronization and cooperation. This system provides the most comprehensive picture of how things happen inside the factory or plant. Therefore, it enables a far more in-depth and flexible output examination.
Process twinning provides data on results and allows for the adjustment of inputs, such as raw material feeding rate and manufacturing climate, without interfering with the manufacturing procedure or lowering the standard of production.
Executives can now quickly and risk-free test various business predictions instead of depending on feelings or theory. Additionally, it helps to monitor key company KPIs and facilitate data-based decision-making effectively.
For instance, a process twin could simulate every aspect of the plant, even down to the workers running the machinery on the production line. In contrast, a system twin might simulate a manufacturing process.
2. System/Unit Digital Twin
System twins are copies of assets that show how multiple components come together to form functioning components at the system level. They provide an extensive perspective of the plant or manufacturing facility.
This enables the testing of various system settings for maximum efficacy or the identification of new possibilities for the development of additional income streams.
The scope of the system twin includes a group of assets used in a specific function. These are the manufacturing of a primary product inside the plant or the delivery of energy.
At this level, continual tracking and digital twin modeling go beyond the primary digital twins' ability to detect errors and breakdowns. It is a route to obtaining information necessary for making tactical choices and achieving complete process transparency.
Meanwhile, to develop a successful outcome from this innovation, you must partner with the best digital twin companies.
Big businesses mostly prefer process and system digital twins, with their increased complexity. This is because they are capable of financing long-term research and development initiatives.
Consequently, these businesses are able to achieve higher degrees of intelligent automation. They free up workers from overwork, reduce the number of defective batches, and optimize the use of water and electricity.
The system and process digital twins strengthen protection, or take complete control over their operations and production quality. These activities are primarily found in companies like Unilever.
3. Asset/Product Digital Twin
A product or asset digital twin is a digital replica of tangible assets such as machinery, buildings, and automobiles. It offers updated information on an asset's atmosphere, performance metrics, and functional health.
Typically, they are made up of many component twins or use the information produced by component twins to model a complicated asset, such as an engine, pump, or building. An asset twin examines how well various components work together and function as an integrated unit.
By using asset/product digital twins, engineers can find areas for possible development and gain insights into the operation of their equipment. This lowers downtime for businesses and boosts operational effectiveness.
Product digital twins can even alter a company's business strategy. A good illustration of this situation is the compressed air solution maker Kaeser. This business tracked the amount of air that each of its items consumed using digital twin technology. Rather than offering their equipment for sale, they choose to bill clients based on the rate of air usage.
4. Component/Part Digital Twin
The most basic type of digital twin technology is known as the component twin or parts twin. It is equivalent to the simplest components of the system, such as a particular piece of machinery or a product, like a sensor, switch, valve, etc.
Such sophisticated parts may have their functioning monitored and current circumstances simulated. This helps to assess their reliability, durability, and effectiveness due to their digital model.
Meanwhile, a part type of digital twin just slightly resembles the factory architecture. However, it allows for better monitoring of the equipment components and prompt maintenance. This guarantees the reliability of that manufacturing operation and the standard of the end product.