Article | December 21, 2021
Consumer demand has shifted dramatically in recent years, and manufacturers are trying to adapt to this shift. To maintain high product quality, minimize costs, and optimize supply chains, manufacturing analyticshas become essential for manufacturers.
Manufacturing analyticsis the process of gathering and analyzing data from various systems, equipment, and IoT devices in real-time to get essential insights.
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
Manufacturing analyticscan assist in maintaining production quality, boost performance with high-profit returns, decrease costs, and optimize supply networks.
This article will outline manufacturing analyticsand present a list of possible application cases. It will also highlight the benefits of manufacturing analyticsfor any shop floor or factory.
Manufacturing analytics: An Overview
With manufacturing analytics, we can streamline and speed up the entire process. Data interchange and automation helps in speeding up the production process. Manufacturing analyticsuses predictive manufacturing, big data, Industrial IoT, network virtualization, and machine learningto produce better scalable production solutions.
Manufacturing analyticscollects and analyses data from many sources via sensors embedded in machinery to identify areas for improvement. Data is collected and presented in an easy-to-understand structure to illustrate where difficulties emerge throughout the process.
In short, manufacturing analyticscollects and analyses large volumes of data to reveal insights that might improve performance. Users can also obtain automated business reports to reply in real-time.
Why Manufacturing analytics is Vital for Leading Businesses
There are numerous benefits of manufacturing analyticsthat drive any company’s production and overall manufacturing business growth. The benefits of manufacturing analyticsfall into three distinct categories as below.
It reduces the overall cost: Analytics may save a significant amount of money if used more efficiently. Labor costs are also reduced due to automation and semi-autonomous machinery. Similarly, preventive and prescriptive maintenance programs may save money while enhancing productivity.
It boosts profits for businesses: Manufacturers can respond swiftly to changes in demand using real-time insights in production, inventory management, and demand and supply forecasting. For example, assume the data indicates that they are approaching their maximum capacity. In such instances, they can increase over time, increase capacity, modify procedures, or tweak other production areas to adapt and maintain delivery times.
Other unforeseen benefits: There are several advantages to the increased capabilities enabled by manufacturing analytics. These benefits include lower energy use, safer environmental practices, fewer compliance failures, and more customer satisfaction.
Five Real-world Applications of Manufacturing Analytics
A machine's analytics uses aggregate data from real-time detectors to anticipate when it needs to be replaced or functioning irregularly. This process helps predict machine failure or equipment defects.
Analytics can assist in determining a plant's capacity and how many products are produced by the unit in every production cycle, which is helpful in capacity planning. In addition, analytics may help determine the ideal number of units to create over time by considering capacity, sales predictions, and parallel schedules.
Predictive analytics solutions can automate maintenance requests and readings that shortens the procedure and reduce maintenance expenses.
Product development is an expensive process in manufacturing. As a result, businesses must invest in R&D to develop new product lines, improve existing models, and generate new value-added services.
Earlier, this approach was in place by repeated modeling to get the finest outcome. This approach can now be modeled to a large extent, with the help of data science and technologically superior analytics. Real-world circumstances can be replicated electronically using "digital twins" and other modeling approaches to anticipate performance and decrease R&D expenses.
Many factors that might help in the plan significant capital expenditures or brief breakdowns can be explained using historical data and a few high-impact variable strategies. For example, consider the seasonality of products like ice cream. As a result, historical market data and a few high-impact factors can help explain numerous variables and plan major capital expenditures or short-term shutdowns.
In addition to demand forecasting, predictive analytics incorporates advanced statistical techniques. With predictive analytics, a wide range of parameters, including customer buying behavior, raw material availability, and trade war implications, may be taken into consideration.
Warranty support may be a load for many manufacturers. Warranties are frequently based on a "one-size-fits-all" approach that is broader. This approach introduces uncertainty and unanticipated complications into the equation.
Products may be modified or updated to decrease failure and hence expense by using data science and obtaining information from active warranties in the field. It can also lead to better-informed iterations for new product lines to minimize field complaints.
Managing Supply Chain Risks
Data may be recorded from commodities in transit and sent straight from vendor equipment to the software platform, helping to enable end-to-end visibility in the supply chain.
Manufacturing analyticsallows organizations to manage their supply chains like a "control tower," directing resources to speed up or slow down. They may also order backup supplies and activate secondary suppliers when demand changes.
Businesses should adapt to changing times. Using analytics in manufacturinghas altered the business industry and spared it from possible hazards while boosting production lines. Industry 4.0's route has been carved. Manufacturing analyticsis the key to true Industry 4.0, and without it, the data produced by clever IoT devices is meaningless. The future is data-driven, and success will go to those who are ready to adopt it. The faster adoption, the sooner firms go ahead of the competition.
How can data analytics help manufacturers?
Data analytics tools can help manufacturers analyze machine conditions and efficiency in real-time. It enables manufacturers to do predictive maintenance, something they were previously unable to accomplish.
Why is data so crucial in manufacturing?
Data helps enhance manufacturing quality control. Manufacturers can better understand their company's performance and make changes by collecting data. Data-driven manufacturing helps management to track production and labor time, improve maintenance and quality, and reduce business and safety concerns.
What is Predictive Manufacturing?
Predictive manufacturing uses descriptive analytics and data visualization to offer a real-time perspective of asset health and dependability performance. In addition, it helps factories spot quality issues and takes remedial action quicker by eliminating the waste and the cost associated with it.
Article | December 6, 2021
Additive Manufacturing (AM) uses computer-aided design (CAD) or 3D object scanners to create accurate geometric features. In contrast to traditional manufacturing, which frequently involves milling or other processes to eliminate superfluous material, these are produced layer by layer, as with a 3D printing process.
The global additive manufacturing market is expected to grow at a 14.42 percent annual rate from USD 9.52 billion in 2020 to USD 27.91 billion in 2028, according to reports and data. Overall, the worldwide 3D printing industry is gaining traction due to various reasons, some of which are listed below.
Significantly, greater resolution
Reduced manufacturing costs as a result of recent technology breakthroughs
Ease of creating customised goods
Increasing possibilities for printing with diverse materials
Funding by the government for 3D printing ventures
Additive manufacturing is available or may be implemented in various procedures, which is the primary objective of this article. First, we'll look at the seven additive manufacturing processes and which one is the best to use. So let us begin.
“Don’t be afraid to go outside of your industry to learn best practices. There might be something that surprises you or inspires you to try in your line of work.”
– Emily Desimone, Director of Global Marketing at SLM Solutions
Additive Manufacturing Processes
There are numerous diverse additive manufacturing processes, each with its own set of standards. Here are the seven additive manufacturing procedures that many manufacturers consider based on their benefits from each process, or whichever approach best suits their product requirements.
This additive manufacturing process is quite similar to that of conventional inkjet printers, in which material droplets are selectively placed layer by layer to build a three-dimensional object. After completing a layer, it is cured with UV radiation.
VAT Photo Polymerization
This procedure employs a technology called photo polymerization, in which radiation-curable resins or photopolymers are utilized to ultraviolet light to generate three-dimensional objects selectively. When these materials are exposed to air, they undergo a chemical reaction and solidify. Stereo lithography, Digital Light Processing, and Continuous Digital Light Processing are the three primary subcategories.
Binder jetting is a process that deposits a binding agent, typically in liquid form, selectively onto powdered material. The print head deposits alternating layers of bonding agent and construction material and a powder spreader to create a three-dimensional object.
S. Scott Crump invented and patented material extrusion in the 1980s using Fused Deposition Modeling (FDM). The continuous thermoplastic filament is fed through a heated nozzle and then deposited layer by layer onto the build platform to produce the object.
Powder Bed Fusion
Powder bed fusion procedures, particularly selective laser sintering, were the pioneers of industrial additive manufacturing. This approach melts the powdered material and fuses it using a laser or electron beam to form a tangible item. The primary kinds of powder bed fusion are direct metal laser sintering, selective laser sintering, multi-jet fusion, electron beam melting, selective laser melting, and selective heat sintering.
Sheet lamination is a catch-all term encompassing ultrasonic additive manufacturing, selective deposition lamination, and laminated object manufacturing. All of these technologies stack and laminate sheets of material to form three-dimensional objects. After the object is constructed, the parts' undesirable areas are gradually removed layer by layer.
Directed Energy Deposition
Directed energy deposition technology employs thermal energy to melt and fuse the materials to form a three-dimensional object. These are pretty similar to welding processes, but are much more intricate.
Which Additive Manufacturing Process is best? Why?
Based on three fundamental factors, additive manufacturing techniques are categorized into seven types. First, the way material is solidified is determined first by the type of material employed, then by the deposition technique, and finally by how the material is solidified.
The end-user often chooses an additive manufacturing technique that best suits his requirements, followed by the explicit material for the process and application, out of the seven basic additive manufacturing processes.
Polymer materials are commonly used in AM techniques because they are adaptable to various procedures and can be modified to complicated geometries with high precision. Carbon-based compounds are used to strengthen polymers. Polymers, both solid and liquid, have been widely used due to the variety of shapes, formability, and end-use qualities available. Wherever the light-activated polymer contacts the liquid's surface, it instantly solidifies.
Photo polymerization, powder bed fusion, material jetting, and material extrusion are the most common additive manufacturing procedures for polymers. The materials employed in these processes can be liquid, powder, or solid (formed materials such as polymer film or filament).
How BASF is Using Additive Manufacturing
BASF is a chemical company. BASF, one of the world's major chemical companies, manufactures and provides a range of 3D printing filaments, resins, and powders within its extensive material portfolio.
The company, well-known in the 3D printing sector, has formed major material agreements with several 3D printer manufacturers, including HP, BigRep, Essentium, BCN3D, and others.
BASF went even further in 2017 by establishing BASF 3D printing Solutions GmbH (B3DPS) as a wholly-owned subsidiary to expand the company's 3D printing business. In addition, BASF stated last year that B3DPS would change its name to Forward AM.
BASF's role in the 3D printing business, however, is not limited to material development. BASF has made several investments in 3D printing companies over the years, including the acquisition of Sculpteo, one of the significant French 3D printing service bureaus, last year.
BASF sees 3D printing as having a bright future. With the growing popularity of professional 3D printers, all of these systems will eventually require robust, high-quality polymer materials to perform at their best – and BASF has been paving the way to becoming one of the leading solution providers.
All additive manufacturing procedures are unique and helpful in their way. Still, some have additional advantages over others, such as the material used, highresolution, precision, and the ability to build complicated parts. Because of these added benefits, photopolymerization, material jetting, powder bed fusion, and material extrusion are preferred over others. Therefore, choose the AM process that is best suited to your manufacturing business and will assist you in achieving the desired final product output.
What are the benefits of additive manufacturing?
AM enables manufacturers to reduce waste, prototyping costs, and customization while conserving energy and increasing production flexibility. Additionally, it benefits the supply chain and the environment, encouraging businesses to increase their manufacturing sustainability.
What is the major challenge in additive manufacturing?
Many businesses are struggling with the current difficulty of producing large and odd-sized parts using additive manufacturing. So, this can be considered a significant challenge in additive manufacturing.
What are the steps of additive manufacturing?
The additive manufacturing steps are divided into four steps as below,
Step1 - Design a model with CAD software
Step4 - Post-processing
"name": "What are the benefits of additive manufacturing?",
"text": "AM enables manufacturers to reduce waste, prototyping costs, and customization while conserving energy and increasing production flexibility. Additionally, it benefits the supply chain and the environment, encouraging businesses to increase their manufacturing sustainability."
"name": "What is the major challenge in additive manufacturing?",
"text": "Many businesses are struggling with the current difficulty of producing large and odd-sized parts using additive manufacturing. So, this can be considered a significant challenge in additive manufacturing."
"name": "What are the steps of additive manufacturing?",
"text": "The additive manufacturing steps are divided into four steps as below,
Step1 - Design a model with CAD software
Step2 - Pre-processing
Step3 - Printing
Step4 - Post-processing"
Article | December 13, 2021
Lean manufacturing principles enable manufacturing businesses to achieve spectacular results and overhaul their conventional operations. A wide range of industries have adopted lean manufacturing because of its enormous advantages, and they have seen excellent results as a result.
The 2010 Compensation Data Manufacturing survey indicated that 69.7% of manufacturing organizations employ lean manufacturing principles. By consuming this data, we can understand how far organizations have progressed toward incorporating lean principles into their operations.
“Many companies are not willing to change or think they are done once they make a change. But the truth is technology, consumer demands; the way we work, human needs, and much more are constantly changing.”
–Michael Walton, Director, Manufacturing Industry Executive at Microsoft
Let's look at some examples of lean manufacturing from some well-known companies. These leading-edge examples of lean manufacturing will shed light on how lean principles positively affect.
Leading Companies Using Lean Manufacturing Effectively
Successful manufacturing businesses like Toyota, Nike, and Caterpillar are currently employing lean manufacturing ideas in their production processes. In addition, Intel, Parker Hannifin, and John Deere embrace these techniques. From them, we've described three different organizations in various sectors that are successfully adopting lean manufacturing.
John Deere has also implemented a lean manufacturing strategy. As a result, many of their quality control procedures are automated, which means that more components can be checked for flaws in less time. This means that more supply can be released each day, and the product can be supplied at a lower price to the consumer.
Additionally, these controls monitor the manufacturing process for each component of their products, ensuring that they never manufacture more than is required and waste essential materials in the process.
Intel, known for its computer processors, has used lean manufacturing techniques to provide a higher quality product for an industry that requires zero defects. In the past, it took more than three months to get a microprocessor to the manufacturer, but this principle has helped shorten that time to less than ten days.
Intel rapidly learned that creating more but worse quality was not the way to raise revenues and increase consumer satisfaction with its products, which were extremely precise and technical. Instead, both parties gain from quality control and waste reduction initiatives. This is even true in the tech industry, where goods are constantly changed and upgraded.
Toyota, the world's largest automaker, was the first to implement lean manufacturing in its manufacturing operations. But, even more importantly, they've learned how to limit products that don't match customer expectations by eliminating waste. To achieve these goals, Toyota employs two essential procedures.
The first is a method known as Jidoka, which loosely translates as "automation with the assistance of humans." This implies that, although some of the work is automated, humans always ensure that the result is of the highest quality.
When something goes wrong, the machines have built-in programs that allow them to shut themselves down. Known as the Just In Time (JIT) model, this is the second stage. Once the last part of a process has been finished, the next phase can begin. No unnecessary work will be done if there is a problem with the assembly line. This lean manufacturing technique has inspired thousands of other businesses.
Lean manufacturing principles and their execution require discipline and patience to get the results out of them. When we see the successful lean manufacturing examples, it is not a fraction of a second success. They have devoted their time, energy, and efforts to modifying every single operational process in order to become a part of lean manufacturing. Lean manufacturing is not a method; it is a way of life that transforms your business practices and takes your firm to a new level of operations. Gain insights from renowned organizations' lean manufacturing success stories to help you become a part of the lean companies of 2022.
What is the effect of lean manufacturing?
Lean is a performance-based, continuous-improvement strategy that removes waste and unnecessary processes from organizational operations. As a result, your company becomes more focused on the results.
Is it possible for lean manufacturing to fail?
It is conceivable in some circumstances, such as failing to focus on a single system implementation or implementing too many system changes at once and failing to have a sound follow-up system to check that everything is working effectively.
Why do certain businesses struggle with lean manufacturing?
Most businesses fail to see that lean is a management philosophy, not a set of tools. As a result, most corporate leaders either don't understand or lack the patience and control to implement lean manufacturing.
"name": "What is the effect of lean manufacturing?",
"text": "Lean is a performance-based, continuous-improvement strategy that removes waste and unnecessary processes from organizational operations. As a result, your company becomes more focused on the results."
"name": "Is it possible for lean manufacturing to fail?",
"text": "It is conceivable in some circumstances, such as failing to focus on a single system implementation or implementing too many system changes at once and failing to have a sound follow-up system to check that everything is working effectively."
"name": "Why do certain businesses struggle with lean manufacturing?",
"text": "Most businesses fail to see that lean is a management philosophy, not a set of tools. As a result, most corporate leaders either don't understand or lack the patience and control to implement lean manufacturing."
Article | November 20, 2021
The manufacturing business has always prioritized providing the excellent and most user-friendly products worldwide to its target consumer groups. However, digitalization and customer interaction approaches have altered the manufacturing industry's traditional business model.
Now, manufacturers must prioritize improving the customer experience for their target consumer group and keeping up with new trends daily to flourish and remain competitive in the upgrading market. Because, in the end, the buyer is the one who drives your business and generates money. Manufacturers are committing significant efforts to improve the customer experience in the following years.
To assist manufacturers in their sincere efforts to improve the customer experience in the manufacturing industry, we have compiled some key facts that must be understood and executed by the industry's or business-specific needs.
Before going into manufacturing customer experience statistics, it's essential to understand why customer experience is so critical in the manufacturing industry.
The Importance of Customer Experience in Manufacturing
Customer service and experience are critical components of any business, which is true in the manufacturing sector. Customer experience can be described as any activity taken by a business to positively influence a customer's impression and opinion of the business, its products, or services.
“You’ve got to start with the Customer Experience and work back toward the technology, not the other way around”
– Steve Jobs.
Customer experience benefits your business in a variety of ways, including the following,
It increases customer retention
It increases the customer lifetime value
It creates brand loyalty
It influences brand reputability
It can deliver businesses with a competitive edge.
Manufacturing Customer Experience Statistics
Make your manufacturing business more customer-centric and reap the benefits that many customer-centric companies, such as Apple, Nissan, and Chick-fil-A, are experiencing.
To better understand what the customer and industry have explored regarding the customer experience in 2022, below are some statistics from well-known businesses.
Businesses that prioritize customer experience see an 80% increase in revenue.
A positive customer experience increases customer interest in the product and acts as a form of word-of-mouth marketing. This way, the business benefits from increased sales and organic promotion by genuine consumers, critical for any manufacturing organization.
# Stat 2
73% of customers say that customer experience influences their purchasing decision.
Customers are not solely concerned with the product's quality or pricing. Instead, they are interested in the complete experience they get while purchasing a product. Therefore, if customers have a negative experience during the purchasing trip, it is pretty likely that they will leave the purchase process in the middle and hunt for other viable solutions on the market. Whereas, if the purchasing journey and post-purchase service are satisfactory, they will gladly purchase the goods and suggest new clients to your business.
# Stat 3
By 2023, AI and machine learning will manage around 40% of all consumer contacts.
(Source: Super Office)
Manufacturing production and revenue are increasing as a result of technological advances and applications. However, the customer experience is not far behind in implementing cutting-edge technology like AI, VR, and AR. For instance, chat bots are the best example of how artificial intelligence, natural language processing, and machine learning are being used to increase consumer engagement.
Virtual interaction is becoming more prevalent in the manufacturing industry daily, and both manufacturers and customers like this digital interaction.
“Our interactions with our customers have become much more virtual, which frankly seems to work well for the customer and us.”
-Scott Heide, Chief Executive Officer at Engineering Intent Corporation
Technology application in manufacturing will be maximized, and businesses intend to automate the customer experience by 2023.
# Stat 4
According to 70% of customers, an ideal customer experience should be quick, convenient, and cooperative, as well as friendly.
Customer service is a skill, and it's always a good idea to put yourself in your clients' shoes. According to an Adobe study, 70% of customers want a quick and convenient service that saves them time. In addition, they anticipate full collaboration throughout the purchasing process, including post-purchase servicing.
# Stat 5
72% of customers with a good consumer experience will tell six or more people about it.
(Source: Nice Reply)
In the first statistic, we discussed word-of-mouth marketing. You will always receive referrals for the excellent products or services you provide to your target consumer group. Customers that have a positive experience will always bring you two additional potential customers, and this number will grow exponentially with each pleasant experience delivered by your organization.
How did MacDonald's plan to increase revenue simply by improving the customer experience?
When McDonald's revenues started to decline, they focused on the customer experience rather than marketing strategies.
They began by listening to their clients and giving them a more streamlined experience. Customers told McDonald's to simplify the menu, increase order accuracy, and use higher-quality ingredients.
McDonald's also improved store interiors and introduced digital self-order kiosks and table service, reducing customer wait times. BTIG predicted a 4.1% increase in revenues as these modifications were made. As a result, McDonald's may outperform competitors by improving total customer service.
Customer experience is crucial in manufacturing, and manufacturers must leverage digital customer experience trends to improve their reputation. These a fore mentioned customer experience statistics can assist you in shaping a compelling client experience for 2022 and propelling your organization to new heights of success.
Why should a manufacturing company invest in customer experience?
Client experience improves customer retention, builds brand reputation, and gives companies a competitive edge. So manufacturers must invest in the consumer experience.
What is the difference between customer service and customer experience?
Customer service is one aspect of the customer journey, whereas consumer experience is the sum of all customer encounters with the brand.
What does a customer experience include?
Customer experience is the overall perception of your business or brand. It is the consequence of a customer's engagement with your website, customer service, and the product they purchase. So, it is the aggregate of all elements from browsing to buying to the product experience.
"name": "Why should a manufacturing company invest in customer experience?",
"text": "Client experience improves customer retention, builds brand reputation, and gives companies a competitive edge. So manufacturers must invest in the consumer experience."
"name": "What is the difference between customer service and customer experience?",
"text": "Customer service is one aspect of the customer journey, whereas consumer experience is the sum of all customer encounters with the brand."
"name": "What does a customer experience include?",
"text": "Customer experience is the overall perception of your business or brand. It is the consequence of a customer's engagement with your website, customer service, and the product they purchase. So, it is the aggregate of all elements from browsing to buying to the product experience."