Value Stream Mapping – Current and Future States
If you’ve ever witnessed a brilliant idea with the potential to develop into a successful
Creating virtual avatars of different components and structures of a manufacturing process from physical assets to systems, the tool is increasingly turning out to be the solution businesses were on the hunt for to revolutionize their manufacturing blueprints.
At Parallel Minds, we’ve been exploring the technology since its early stages and have always been impressed with how it can leverage every digitization advantage and transform any manufacturing process into a high-performing environment.
Here’s a lowdown on everything you wanted to know about Digital Twin Technology and a quick peek into how its powers are indeed what everyone is making them out to be!
Several components, systems, and processes make up a manufacturing process. There are machines involved, products being developed, and processes underway across the board. A digital twin is a virtual avatar or representation of all these elements that leverages the magic of simulation with the help of real-time data to create a mirror of every element to help track performance and gain valuable insights.
The true power of this technology lies in its ability to show how tweaks and changes you make in a process or product will play out, without suffering the consequences of errored judgments or experiments. These developments in the digital world can then be further fine tuned and replicated in a real manufacturing environment to gain maximum mileage and performance.
Physical Avatar: This is the physical, real-world entity that the digital twin is developed to replicate and can be any component across the manufacturing drawing board – from machines and products to a departmental floor or even the entire manufacturing cycle.
Data Gathering: Data acquisition is carried out by different physical components like sensors and digital components that gather real-time data sets from the physical avatar. These data sets include different parameters such as operational efficiency, performance statistics, sustainability aspects, and others.
Digital Avatar: The virtual or digital avatar or representation is the result of the behind-the-scenes workings of 3D modeling software and is a comprehensively digitized version of the physical representation.
Analytics Driver: The analytics driver or engine’s key responsibility is the real-time analysis of the gathered data and comparisons with historical data to create digital patterns and insights that identify gaps in the system and highlight key areas for performance enhancement.
User Interface: A user-friendly program that serves as the interface for studying developed patterns and gathered insights and doubles up as the simulated environment where data and process experiments may be carried out in the digital form.
Product Design & Development: The technology can perform digital tests of improved prototypes of existing products or even experimental products to pinpoint issues and introduce improvements. In the practical manufacturing environment, the tech can track the performance of a product to determine maintenance and service cycles and provide historical data for improvements.
Production Planning & Scheduling: A digital twin can simulate various production scenarios to help managers identify gaps and optimize scheduling and improve resource distribution while identifying obstructions and highlighting inefficiencies in the process. Even for entire factory and department floors, a digital twin can create a detailed blueprint to streamline production.
Predictive Maintenance: In addition to carefully identifying red flags that indicate potential breakdowns, a digital twin can also create and improve maintenance schedules to accommodate these repairs. They can directly contribute to optimized operations and thus, reduction in downtime and subsequent losses.
Quality Control & Improvements: A digital twin’s ability to create simulations in a virtual environment and features such as sensor-tracking etc. make it the perfect monitoring device for identifying errors and deficiencies in production processes and operations. It can also automate the quality control and inspection process to optimize monitoring and consistency.
Supply Chain Efficiency: The technology can transform supply chain management blueprints by generating accurate tracking data and simulations of possible supply chain scenarios to highlight potential disruptions and suggest alternative solutions. It can serve as a real-time yet virtual platform for any collaborative experiments between the manufacturing unit, vendors, and logistics suppliers.
Enhanced Operational Efficiency: With real-time monitoring and analysis of equipment status, forecasting of possible breakdowns, and features such as predictive scheduling of maintenance and service appointments kick in, the entire operation becomes a lot more efficient with reduced downtimes and delays. Digital twins also save manufacturing cycles from abrupt shutdowns by anticipating failures and glitches in the operational cycle.
Optimized Resource Distribution: Resource allocation can now be optimized with the help of accurate data insights, possible scenarios can be simulated to optimize efficiency across the board, and even hidden bottlenecks can quickly be uncovered to improve overall performance. All this not only results in improved production numbers but also streamlines resource allocation and costs.
Improved Product Quality: When operational efficiency is improved, this automatically reflects on the quality of the manufactured product. Digital twins identify possible flaws in the product blueprint in a simulated environment while also monitoring product quality in real-time. The technology promotes consistency in product quality and gathers essential data to highlight potential improvements and red flag even minute yet consequential flaws.
Constant Innovation: The long-term success of a product manufacturing line depends heavily on the process’s ability to introduce constant innovation to the product. With its rapid prototyping abilities and digital testing facilities, a digital twin can create virtual environments for the engineering, development, testing, and application of products. This leads to increased collaboration, quicker innovation cycles, and rigorous experimentations for improvement. All this adds up to a high-energy product improvement environment that focuses heavily on constant innovation.
An Efficient Supply Chain: A digital twin displays with accuracy a host of real-time data insights from the manufacturing process and product improvement cycles while also allowing ready access to data points from the supply chain. The tech can provide valuable insights into disruptions in the supply chain, forecast potential delays, and suggest improved patterns to optimize management. This leads to improved lead time, timely alerts, and optimized resource and cost distribution.
Improved Customer Satisfaction: Every business aims for the ultimate proof of a great manufacturing and product evolution blueprint – customer satisfaction. A digital twin offers you real-time insights into product feedback, keeps you in the loop while highlighting potentially crucial information and bytes, and at the same time, relaying suggestions to introduce improvements. At every juncture, a digital twin also connects the dots between usage patterns and customer complaints and glitches in the manufacturing process, further running quick simulations to lay out dependable solutions.
Sustainability Quotient: Along with the operational benefits it offers, a digital twin can also improve the sustainability quotient of a manufacturing process. In making processes more efficient, allocating resources more responsibly, and identifying avenues where sustainability can be enhanced, a digital twin contributes substantially to the creation of an environment-friendly manufacturing cycle. Energy efficiency is another byproduct that not only saves money but also reduces environmental damage.
At Parallel Minds, we understand how even these comprehensive insights only scratch the surface of what digital twin technology can do for your manufacturing business. Get in touch with our team today and let’s explore more.
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