Article | October 20, 2021
Machine vision is becoming increasingly prevalent in manufacturing daily across industries. The machine vision manufacturing practice provides image-based automated inspection and analysis for various applications, including automatic inspection, process control, and robot guiding, often found in the manufacturing business.
This breakthrough in manufacturing technology enables producers to be more innovative and productive to meet customer expectations and deliver the best products on the market.
A renowned industry leader Mr. Matt Mongonce conveyed in an interview with Media7,
As technology takes over and enhances many of the processes we used to handle with manual labor, we are freed up to use our minds creatively, which leads to bigger and better leaps in innovation and productivity
-Matt Mong, VP Market Innovation and Project Business Evangelist at Adeaca.
Why is Machine Vision so Critical?
The machine vision manufacturing process is entirely automated, with no human intervention on the shop floor. Thus, in a manufacturing process, machine vision adds significant safety and operational benefits. Additionally, it eliminates human contamination in production operations where cleanliness is critical.
For instance, the healthcare business cannot afford human contamination in some circumstances to ensure the safety of medicines. Second, the chemical business is prohibited from allowing individuals to come into touch with chemicals for the sake of worker safety. Thus, machine vision is vital in these instances, so it is critical to integrate machine vision systems into your production process.
Machine Vision Application Examples
To better understand how businesses are utilizing machine vision in production, we will look at five cases.
Even a few seconds of production line downtime might result in a significant financial loss in the manufacturing industry. Machine vision systems are used in industrial processes to assist manufacturers in predicting flaws or problems in the production line before the system failure. This machine vision capability enables manufacturing processes to avoid breakdowns or failures in the middle of the manufacturing process.
How is FANUC America Corporation Avoiding the Production Line Downtime with ROBOGUIDE and ZDT?
FANUC is a United States-based firm that is a market leader in robotics and ROBOMACHINE technology, with over 25 million units deployed worldwide. In addition, the company's professionals have created two products that are pretty popular in the manufacturing industry: ROBOGUIDE and ZDT (Zero Down Time).
These two standout products assist manufacturers in developing, monitoring, and managing production line automation. As a result, producers can enhance production, improve quality, and maximize profitability while remaining competitive.
Inspection of Packages
To ensure the greatest possible quality of products for their target consumer groups, manufacturers must have a method in place that enables them to inspect each corner of their product. Machine vision improves the manufacturing process and inspects each product in detail using an automated procedure.
This technology has been used in many industries, including healthcare, automation, and electronics. Manufacturers can detect faults, cracks, or any other defect in the product that is not visible to the naked eye using machine vision systems. The machine vision system detects these faults in the products and transmits the information to the computer, notifying the appropriate person during the manufacturing process.
Assembly of Products and Components
The application of machine vision to industrial processes involves component assembly to create a complete product from a collection of small components. Automation, electronics manufacturing, healthcare (medicine and medical equipment manufacturing), and others are the industries that utilize the machine vision system in their manufacturing process. Additionally, the machine vision system aids worker safety during the manufacturing process by enhancing existing safety procedures.
Manufacturers are constantly endeavoring to release products that are devoid of flaws or difficulties. However, manually verifying each product is no longer practicable for anybody involved in the manufacturing process, as production counts have risen dramatically in every manufacturing organization. This is where machine vision systems come into play, performing accurate quality inspections and assisting producers in delivering defect-free items to their target clients.
Earlier in the PCB penalization process, where numerous identical PCBs were made on a single panel, barcodes were used to separate or identify the PCBs manually by humans. This was a time-consuming and error-prone process for the electronics manufacturing industry. This task is subsequently taken over by a machine vision system, in which each circuit is segregated and uniquely identified using a robotics machine or a machine vision system. The high-tech machine vision system "Panel Scan" is one example of a machine vision system that simplifies the PCB tracing procedure.
The use of machine vision in the manufacturing business enables firms to develop more accurate and complete manufacturing processes capable of producing flawless products. Incorporating machine vision into manufacturing becomes a component of advanced manufacturing, which is projected to be the future of manufacturing in 2022. Maintain current production trends and increase your business revenue by offering the highest-quality items using a machine vision system.
What is the difference between computer vision and machine vision?
Traditionally, computer vision has been used to automate image processing, but machine vision is applied to real-world interfaces such as a factory line.
Where does machine vision come into play?
Machine vision is critical in the quality control of any product or manufacturing process. It detects flaws, cracks, or any blemishes in a physical product. Additionally, it can verify the precision and accuracy of any component or part throughout product assembly.
What are the fundamental components of a machine vision system?
A machine vision system's primary components are lighting, a lens, an image sensor, vision processing, and communications.
"name": "What is the difference between computer vision and machine vision?",
"text": "Traditionally, computer vision has been used to automate image processing, but machine vision is applied to real-world interfaces such as a factory line."
"name": "Where does machine vision come into play?",
"text": "Machine vision is critical in the quality control of any product or manufacturing process. It detects flaws, cracks, or any blemishes in a physical product. Additionally, it can verify the precision and accuracy of any component or part throughout product assembly."
"name": "What are the fundamental components of a machine vision system?",
"text": "A machine vision system's primary components are lighting, a lens, an image sensor, vision processing, and communications."
Article | January 21, 2022
3D printing technology and its role in future manufacturing are grabbing the interest of industry experts. In terms of elevating future products, future additive manufacturing has a lot to offer the business. Additive manufacturing is developing and stretching its wings on a daily basis, becoming an integral part of every industry, including manufacturing, healthcare, education, and more.
In this article, we'll shed some light on the 3D printing future trends, which will assist the business in deepening its impact across industries. Furthermore, we will explore whether the additive manufacturing business is worth investing in as well as who the major players are that have already invested in the future of 3D printing.
Future Trends in the Additive Manufacturing Industry
Enhanced Machine Connectivity
Making AM solutions (including software and hardware) easier to integrate and connect to the factory floor is one of the key AM trends we predict to advance in the coming years. It has been a long time since the AM hardware market has been filled with closed, or proprietary, systems. These systems generally function with materials and software given or approved by the machine OEM and are not easily integrated with third-party alternatives.
Closed systems are important for process dependability, but they also restrict collaboration and connectivity. Companies expanding their AM operations will need to connect their machines and software to their production environments. When it comes to additive manufacturing, using siloed solutions is a surefire way to fail. Importantly, we see hardware manufacturers increasingly focusing on solutions that can be integrated with the production floor.
For example, a 3D printing market leader like Stratasys is a good illustration of the trend. In December, the business announced an extension of its previously closed machines' connection.Consumers may now integrate and control their additive production using software programs of their choosing, not just Stratasys' systems. For AM facilities, system connectivity is no longer an option. It's exciting to see the AM industry players recognize and solve this requirement.
AM and AI Continue to Converge
AM growth is incorporating AI and machine learning. AI can help with material development, machine setup, part design, and workflow automation. So, in the future, we anticipate seeing more AI and AM technology integration.
Combined with AM systems, AI will improve process control and accuracy. For example, Inkbit is currently working on an AI-powered polymer vision system. This technology can scan 3D printing layers and anticipate material behavior during printing.
Generative design, already generally recognized as a key digital advance in AM, may tremendously benefit from AI and machine learning.
It has so far been utilized to improve load routes when strength and stiffness are dominant. It can also be utilized to optimize thermal or vibration. AI and machine learning will advance generative design, allowing new concepts to be completely suited to AM.While we may be a few years away from fully developing the capacity to automatically adapt designs to process, we anticipate significant breakthroughs this year that will bring us closer.
AM Will Drive Decentralization
In order to future-proof their supply chains, many manufacturers are following new supply chain models and technology that allow them to cut prices or switch goods more easily. Increasing flexibility and agility will necessitate distributed, localized production, assisted by additive manufacturing.To reduce the number of steps required to manufacture complex metal or polymer structures, shorten lead times, and enable digital inventory management, digital inventory management can be automated. These advantages make it ideal for the distributed manufacturing model. We believe that in the near future, more businesses will actively explore distributed manufacturing with AM.
According to a recent HP survey, 59% of organizations are now considering hybrid models, while 52% are looking into localized digital manufacturing.
3D Printing Future: Major Predictions
In Jabil's 2021 3D printing trends survey of over 300 decision-makers, 62% of participants claim their organization is actively using additive manufacturing for production of their product components, up from 27% in 2017. Many such manufacturers are on the lookout for the latest additive manufacturing trends and forecasts. So let's begin.
Increasing Flexibility and Customization
Customized goods are a popular consumer trend, impacting several sectors. Rather than buying a mass-produced item, customers are increasingly demanding a custom-made item that meets their specific needs.
Additive manufacturing's low-volume production capabilities simply enable personalization and customization.
3D printing allows for more responsive design options, particularly for additive manufacturing. Manufacturers can afford to make smaller batches, allowing designers and engineers to alter product ideas and develop them cost-effectively when inspiration strikes, the public mood is understood, or customer feedback drops in.
Materials Drive the Future of Digital
As the additive manufacturing ecosystem grows, the importance of materials cannot be overstated. Besides high equipment costs, materials and limited additive manufacturing ecosystems have hindered the 3D printing industry's growth. The market is flooded with 3D printing materials, but few are advanced enough to fulfill industry standards.Due to volume constraints in most sectors, suppliers and manufacturers aren't motivated to develop innovative materials for new uses. However, the future of 3D printing is in engineered and application-specific materials.
Various sectors have unique difficulties that demand unique solutions. New designed materials will revolutionize new uses, including highly regulated sectors. Industries will reward those who can promptly introduce 3D printing materials adapted to specific industrial and engineering needs. This will allow more 3D printing applications to be supplied and the whole digital manufacturing flywheel to start spinning.
3D Printing and a Sustainable Future
Finally, additive manufacturing promotes sustainability and conservation. Besides decreasing trash, 3D printing saves energy. The Metal Powder Industries Federation studied the difference between making truck gear using subtractive manufacturing (17 steps) and additive manufacturing (6 steps).
3D printing uses less than half the energy it takes to produce the same product. 3D printing also reduces the need for moving products and materials, reducing the amount of carbon emitted into the environment. So we can see that digital and additive solutions already contribute to a more sustainable future.
Is Investment in the Future of Additive Manufacturing Worth It?
In recent years, there has been an explosion of investment in industrial 3D printing. Hundreds of millions of dollars have flowed into the industry in recent years, assisting new businesses. Desktop Metal ($160 million), Markforged ($82 million), and 3D Hubs ($18 million) have all received significant funding in the past. According to a recent report and data analysis, the global additive manufacturing market will hit USD 26.68 billion by 2027. A rising level of government support for additive manufacturing across regions is driving market demand.
For example, America Makes, the foremost national initiative in the US since 2012 dedicated to additive manufacturing (3D printing future technology), received USD 90 million in support from the government, commercial, and non-profit sectors. Given the industry's expenditures and the expanding need for 3D printing, investing in the additive manufacturing industry or 3D printing is certainly encouraged.
Additive manufacturing is being used in practically every industry, and companies are researching how technology might be used in their specific fields. The numerous advantages and sustainability that 3D printing provides are the major benefits that manufacturers and other industry professionals notice with 3D printing.Future manufacturing will be significantly more accurate and simple to run thanks to 3D printing technologies. Considering the trends and projections listed above, you may have a better understanding of 3D printing's future and make an informed investment decision.
What is the future of 3D printing?
3D printing, or additive manufacturing, has the potential to empower everything from food to coral reefs. 3D printers may soon be seen in homes, companies, disaster zones, and perhaps even outer space.
Why is 3D printing important to society?
3D printing results in waste reduction and so eliminates the need for periodic waste reduction, reuse, and recycling. So it helps society with no carbon footprint.
Why is it known as additive manufacturing?
The term "additive manufacturing" refers to the fact that the building process adds layers rather than removes raw materials.
Article | January 19, 2022
Manufacturing branding is a relatively recent trend that is gaining traction in the manufacturing sector. Brand marketing is important for manufacturers in a variety of ways, including increasing business revenue and establishing product credibility within their target consumer group.
82% of people feel better about a brand after reading personalized content.
94% of customers are inclined to develop a relationship with a brand that is completely transparent.
13% of consumers would spend 31-50% more on your products or services if they believed your business was making a positive difference in the world.
In this article, we will look at the advantages of branding to a manufacturer as well as how brand manufacturing may be established.
What Difference Can Manufacturer Branding Make?
"A brand is a voice, and a product is a souvenir"
-Lisa Gansky, an American entrepreneur, writer, and speaker
Your Name and Work Will Be Publicized
Branding is the process of enriching your products with a visual, linguistic, and conceptual identity that differentiates them from competitors. Ideally, factory branding would help you reach out to your potential clients by making them aware of your company's name and becoming familiar with what you do.
Brand Marketing Builds Emotional Bonds
Manufacturing branding is more than merely developing an image in the minds of your customers. It's about telling a story that strikes a chord with them.Once you've defined your message and the motivation for developing your products, customers will be able to connect with you more easily.Relatability is critical in an era of ever-changing trends and consumer behavior. Your clients will simply switch over to another firm that provides the same service and fosters a sense of belonging. The emotional value of your manufacturing brands should not be underestimated.
Building Trust Is Easier with a Strong Brand
A manufacturing brand that wishes to remain in business for the long run will communicate with its customers. The customers understand that you would not connect or share your story unless you intended to grow with them. However, this strategy works only if the factory branding is well-executed and demonstrates its authenticity. Modern customers can easily notice dishonesty or the use of a phony character.
Increase of Distribution Channels
Working on your manufacturing branding will help you expand your sales. Just make sure you have the necessary tools to sell via different channels. Creating a memorable brand doesn't merely attract customers. It will also assist in attracting potential distributors who may otherwise be reluctant to be your distributing partners. Your ability to negotiate quality agreements with resellers and reps will increase when your manufacturing brand is well-known. It simplifies their lives and saves them money on marketing.
This is a domino effect issue. More distributors mean more exposure for your business, but a delicate balance must be maintained. Your personal connection with clients may be lost if you abdicate brand responsibility. So, provide superior customer service to maintain a connection with your customers.
Profit Margin Is Increased
A strong manufacturing brand will allow you to sell at greater prices. People will be happy to pay for a quality brand that they can trust. But what would really set you apart from the rest is if you could beat private companies at branding. Private brands are the house brands of shops and huge resellers who offer cheaper copies of your goods. Customers should be able to tell the price difference between a factory brand and a private brand.
"You can’t build a reputation on what you are going to do."
– Henry Ford, the founder of the Ford Motor Company
How to Build an Effective Manufacturing Brand?
Identify Your Intended Audience
Identifying your target demographic is the first step in intentionally building your brand. You can build a buyer persona of the typical user of your product or by analyzing your current consumer base. Consider their age, gender, industry, occupation, education, interests, etc. To grow your brand and market your products more effectively, you need to create a buyer persona.
Conduct Competitor Analysis
Following that, it would be advisable to analyze your competitors' brands. In various markets and with companies in general, there are many brand features that are unique and widely utilized, and it would be counterproductive for a corporation to highlight those elements. For example, many B2B companies take pride in their product quality, reliability factor, and personal touch. When everyone is highlighting the same brand qualities, you will need a unique approach to stand out.
Developing a Central Theme
A brand's central theme acts as a pillar. It summarizes your company's principles and objectives in a single statement, or perhaps one word. It's a lot simpler to come up with marketing ideas and campaigns that connect with your company's philosophy and seem like a part of the brand.
Developing Your Brand's Individuality
Now, imagine your brand as a person, considering the preceding phases. You may gather every piece of information possible. The more specific you are, the more solidity your brand identity will have.
Brand themes may help you develop your brand's personality and story. Using themes, you may classify individuals and fictional characters based on a common set of personality qualities. These are commonly used in psychology and marketing.
Creating a Visual Brand for Your Business
Finally, create a visual illustration for your organization. This includes producing unique logos that represent your company's beliefs, selecting colors, designing your website and blog, and everything that can be related to visualizing your corporate brand.
Get familiar with geometric and color psychology, look at what prominent brands and other firms in your industry have done, and get on board with a good graphic designer to create the materials.
Best Channels for Manufacturers' Branding
Many businesses utilize social media, blogging with SEO suggestions, and email newsletters to boost their online presence. Content is the most important consideration when adopting these marketing methods. Hire good specialists to assist you in
understanding your buyer's persona and developing buyer-centric content to capture their attention and generate potential leads for your business.An active social media presence enables you to increase the number of followers on your social media sites and reach millions of people via these platforms. Furthermore, you can start weekly newsletters to keep your subscribers updated on the latest developments, campaigns, and how you're working to develop the best goods possible for your target groups.
Effective branding for manufacturing is what you need to increase your company's popularity and demand in a competitive market. Once you've established yourself as a known brand in your sector, you may pursue manufacturer branding, which is used by many well-known manufacturers such as Ford, Nestle, Coca-Cola, and Apple. Use the above-mentioned techniques to create your own brand and stay ahead of the curve in your industry.
What are the four elements of branding?
A successful brand requires a strong brand identity, brand image, brand culture, and brand personality, all of which must be present.
What is the manufacturer’s brand?
A product that has the manufacturer’s name on it or is used to market and sell the product.
What is manufacturers’ label?
The manufacturers label provides name and address of the manufacturer or distributor and relevant hazard warnings.
Article | December 8, 2021
A digital twin is a virtual model of an object or system that comprises its lifecycle. It is updated with real-time data and aids decision-making through simulation, machine learning, and reasoning for the production system.
IoT sensor data from the original object is used to create a digital twin of the system. This cloud-connected data allows engineers to monitor systems and model system dynamics in real-time.
Modifications can be tested on the digital twin before making changes to the original system.
Considering that digital twins are supposed to replicate a product's complete lifecycle and are used throughout the production process, it's not unexpected that digital twins have become prevalent in all stages of manufacturing.
“More than a blueprint or schematic, a digital twin combines a real-time simulation of system dynamics with a set of executive controls,”
– Dr. Daniel Araya, consultant and advisor with a special interest in artificial intelligence, technology policy, and governance
Companies will increasingly embrace digital twins to boost productivity and decrease expenses. As per recent research by Research and Markets, nearly 36% of executives across industries recognize the benefits of digital twinning, with half planning to implement it by 2028.So how does this digital twin technology benefit modern manufacturing? Let's have a look.
How the Digital Twin Drives Smart Manufacturing
Digital twins in manufacturing are used to replicate production systems. Manufacturers can develop virtual representations of real-world products, equipment, processes, or systems using data from sensors connected to machines, tools, and other devices.
In manufacturing, such simulations assist in monitoring and adapting equipment performance in real-time. With machine learning techniques, digital twins can predict future events and anticipate potential difficulties.
For maintenance, digital twins allow for quick detection of any problems. They collect real-time system data, prior failure data, and relevant maintenance data. The technique employs machine learning and artificial intelligence to predict maintenance requirements. Using this data, companies can avoid production downtime.
Digital Twin and Artificial Intelligence (AI) in manufacturing
Using digital twins and AI in production can enhance uptime by predicting potential failures and keeping equipment working smoothly. In addition, there are significant cost savings in the planning and design process as digital twins and AI can be used to replicate a specific scenario.
Maintenance is another area that has seen significant progress with the use of digital twin manufacturing. A Digital Twin powered by AI can predict when a piece of equipment will fail, allowing you to arrange predictive maintenance that is not simply taking information from OEM manuals but can significantly cut maintenance expenses along with reducing downtime.
Using the digital twin, it is feasible to train virtual workers in high-risk functions, similar to how pilots are trained using flight simulators. It also frees up highly skilled workers to upgrade the plant and streamline operations.
General Electric Created the Most Advanced Digital Twin
General Electric Company (GE) is a multinational business based in Boston that was founded in 1892. It has developed the world's most advanced digital twin, which blends analytic models for power plant components that monitor asset health, wear, and performance with KPIs (Key Performance Indicators) determined by the customer and the organization's objectives. The Digital Twin is powered by PredixTM, an industrial platform built to manage huge amounts of data and run analytic algorithms. General Electric Company provides extra "control knobs" or "dimensionality" that can be utilized to improve the operation of the system or asset modeled with GE Digital Twin.
Given the numerous advantages of digital twin manufacturing, the potential for digital twins to be used in manufacturing is virtually endless in the near future. There will be a slew of new advancements in the field of digital twin manufacturing. As a result, digital twins are continually acquiring new skills and capabilities. The ultimate goal of all of these enhancements is to create the insights necessary to improve products and streamline processes in the future.
What is a digital twin in manufacturing?
The digital twins could be used to monitor and enhance a production line or perhaps the whole manufacturing process, from product design to production.
How digital twin benefit manufacturers?
Using digital twins to represent products and manufacturing processes, manufacturers can save assembly, installation, and validation time and costs.
What is a digital thread?
A digital twin is a realistic version of a product or system that replicates a company's equipment, controls, workflows, and systems. The digital thread, on the other hand, records a product's life cycle from creation to dissolution.
"name": "What is a digital twin in manufacturing?",
"text": "The digital twins could be used to monitor and enhance a production line or perhaps the whole manufacturing process, from product design to production."
"name": "How digital twin benefit manufacturers?",
"text": "Using digital twins to represent products and manufacturing processes, manufacturers can save assembly, installation, and validation time and costs."
"name": "What is a digital thread?",
"text": "A digital twin is a realistic version of a product or system that replicates a company's equipment, controls, workflows, and systems. The digital thread, on the other hand, records a product's life cycle from creation to dissolution."