14 Jun 2022
Using IIoT and digital twins for ‘innovate-tive’ MQL research: Part 1
In the first instalment of our UltraMQL research series we discuss ours and our partners’ roles in this powerful push for Ultrasonic advancements. We’ll explain the ins and outs of IIoT, and how digital twin technology will impact production – refining and enhancing efficiency, productivity, and ultimately pioneering a greener future for machining processes.
What is UltraMQL?
Traditionally, machining processes either operated using a “coolant flood” method, in which the tool and workpiece are entirely submerged in lubricant during cutting, or a “dry machining” method which requires no lubrication. The formerly mentioned process uses vast quantities of costly, hazardous, and environmentally damaging lubricant, while the latter requires specialised tools, generates considerable amounts of friction, and leaves swarf (leftover material) in the cutting area. Minimum Quantity Lubrication (the “MQL” in UltraMQL) is a more recent method in which a measured quantity of lubricant is delivered directly to the tool-face, reducing the wastage of lubricant whilst retaining its crucial cooling and swarf removal properties.
Most MQL processes use venturi-based atomisers. These atomisers use a jet of air to deliver lubricant straight to the tool-face. While they’re simple and cost-effective, their performance is greatly affected by the viscosity, formulation, and temperature of the lubricant. Unexpected changes in these properties can reduce lubrication performance, resulting in poor quality machining. The UltraMQL project will develop an ultrasonic atomiser (the “Ultra” part), which can be retrofitted to existing machine tools. This UltraMQL device will give much greater lubrication control compared to existing MQL tools. It will require less lubricant and will result in better machining performance, reduced production costs, and greater sustainability.
Who is Involved?
• Kugel Rotary Services – Manufacturers of precision mechanical products. Kugel brings over 10 years of expertise in machining processes to UltraMQL, and are the lead partners on the project.
• Quaker Houghton – Global leaders in industrial process fluids, Quaker Houghton bring extensive knowledge of lubricant properties and behaviour to the project.
• Nuclear Advanced Manufacturing Research Centre (NAMRC) – A high-tech manufacturing research centre contributing their mastery of MQL system development. As an established leader in manufacturing research they are part of a high-value manufacturing catapult, supporting industry with innovative manufacturing capabilities and supply chain development services.
• University of Brighton Advanced Engineering Centre – Developers of advanced ultrasonic lubrication methods and associated measurement techniques. The universities of Brighton and the NAMRC will work together to develop the prototype MQL atomiser hardware.
Bloc Digital's Role
Industrial Internet of Things for UltraMQL
As well as the devices, an IIoT solution usually also consists of:
• Networks and Gateways: These provide a link between the devices (which are often simple, low power electronics) and the larger network/internet.
• Middleware: The Middleware is the software that glues all of the IIoT elements together. It provides the data storage, computing capacity, and analytical processes required to extract useful insights from the data – which has been collected by the devices.
• Applications: These are the user-facing components. They provide an interface for the user to view calculated insights, examine collected data, and exercise manual control over smart actuators. This can be viewed on everything from a PC, mobile or tablet to a wearable AR or VR headset.
Bloc Digital are delivering the IIoT solution for UltraMQL which will monitor the behaviour of the MQL system at machine, factory and company level, and report key performance and reliability metrics to the user – allowing both automated and manual control of the physical equipment within the system. The IIoT solution will measure oil level, flow rate and droplet size, validate atomiser performance against predictions, and allow the user to control pump speed and nozzle actuation frequency to better achieve optimal cutting performance.
An introduction to Bloc’s IoT-based product – coming soon...
One instance of the IoT Hub’s capabilities will be with the ability to connect millions of devices and their back-end solutions (networks, gateways, and middleware) reliably and securely. A device-agnostic approach will allow almost any device to be connected to IoT Hub, from modern 5G-enabled smart sensors right down to legacy analogue systems. Built-in configuration apps will allow the user to produce visual dashboards for display and interaction with collected data, and analytics components will provide tools to extract useful insights from these data. Data may also be exported to compatible applications, such as Microsoft PowerBI, and directly linked with digital twins of the equipment that are connected to the Hub. By developing the UltraMQL solution alongside the IoT Hub, Bloc will deliver a product with much greater scalability and flexibility, reducing the cost of further IIoT deployments and opening the solution to a wider market.
The use of IoT Hub will allow the rapid setup of IIoT solutions across a range of scales – from a single machine or an entire factory, to the complete manufacturing capacity of a multinational organisation. In the context of UltraMQL, this provides a huge benefit, allowing operators to robustly monitor the performance of cutting machines, factory managers to optimise maintenance (improving productivity and reducing downtime), and supply chain managers to ensure that every facility within an organisation is fully stocked with the appropriate MQL fluids.
Digital Twin technology for UltraMQL
1. Visualisation: By receiving data from the IIoT solution, the digital twin allows users to see what is happening in real-time. This provides an understanding that would otherwise be impossible with standard inspection (as it would require putting your head inside an actual working machine!).
2. Simulation: By producing a digital copy of the working components, the digital twin allows users to perform “what-if” analyses, enabling the investigation of potential impacts when changing operating procedures while facilitating minimal disruption to the machine itself.
3. Modification: As well as varying operational parameters, the simulator will allow for variations in system design, allowing refinement of the prototype device without the need to reproduce the (expensive) physical asset.
Bloc will develop the UltraMQL digital twin alongside their proprietary XR experience builder software – with the UltraMQL solution providing a robust test case for the development of this software.
Our XR experience builder will be a Low Code Development Platform (LCDP), allowing subject matter experts (SMEs) in any field to produce VR/AR capable digital twins. This experience builder will bring together a drag-and-drop interface, an integrated node editor, and standardised data entry forms in order to specify digital twins. Digital twin specifications will be stored in a document format which combines geometry, data, processes and simulations in a manner that will allow the digital twin to be easily edited and viewed across a range of hardware.
Our experience builder will allow SMEs to construct complex digital twins for a range of purposes, without the need for the specific software engineering knowledge required for traditional twin production. Therefore, this provides as a substantial advantage to the UltraMQL project, as experts at Kugel Rotary, Quaker Houghton, the NAMRC and the University of Brighton can directly contribute to the design and implementation of the digital twin, leveraging their expertise to improve the simulation of the device and reduce the time-to-market of the prototype system.