Why analytics in continuous flow manufacturing is failing, and how to fix it

KURT DEMAAGD| July 16, 2018
WHY ANALYTICS IN CONTINUOUS FLOW MANUFACTURING IS FAILING, AND HOW TO FIX IT
In continuous manufacturing, there is a revolution underway in how data is being used to drive operations. Corporate leadership is looking to better understand what is happening across the organization and driving manufacturing analytics initiatives to the plant floor. I continue to talk with manufacturers of all sizes who have embraced this mandate and yet are drowning in pools of disjointed data.

Spotlight

Vitana

Vitana is a modern food company that has a leading position on the domestic market in several product categories such as soups, broths or spices. It currently employs about 600 people. The company produces more than 300 kinds of products in three plants.

OTHER ARTICLES

Manufacturing in 2022 - Five Emerging Trends in the Industry

Article | October 8, 2021

The trends in the manufacturing industry for 2022 are expanding and altering the industry's conventional face. The future of manufacturing is going to merge with digitalization and technological applications. As a result, all operation methods, products, and manufacturing outcomes will be modernized with new technology applications. To brighten the future of manufacturing, manufacturing companies must examine new trends in the industry before developing their manufacturing plans for 2022. Technological advancements are the next game-changer in the manufacturing business. Adeaca's Vice President of Market Innovation and Project Business Evangelist had recently quoted in an interview with Media7 as, “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 The new trends in manufacturing are leveling up every part and element of the industry. In this article, we'll look at a new trend for each industry aspect that's assisting manufacturers in speeding up the production process, increasing ROI, and propelling their manufacturing business to new heights. Additionally, it will assist you in addressing current industry challenges such as forecasting product demand, addressing skilled manpower shortages, and increasing manufacturing plant efficiency. Five Manufacturing Industry Trends to Watch in 2022 Emerging trends in manufacturing provide a chance to review your production strategy for products and processes. Check out below the upcoming trends in manufacturing that are getting attention in the industry. Customer Engagement and Purchase Experience Creating an exceptional digital customer experience is a new trend in manufacturing. According to industry experts, mapping the customer journey and their interactions with your products is the first step towards establishing a positive connection with your potential consumers. A few of the most popular strategies to improve the consumer purchasing experience and engagement are as follows: Build a knowledge base for your products on your business website Create a comprehensive FAQs page that addresses all of the buyer's possible queries Create a chatbot to provide immediate help to the buyer with further inquiries Create a brand story and a comprehensive description of your manufacturing business If possible, provide product statistics and success stories, and content about consumer satisfaction with your product Create a product functionality video or explanatory picture material to familiarize the potential customer with your product These are some of the trends that engage your prospective buyers and increase their purchasing experience through a range of product-related information and educate them about you and your products. Smart Technology-enabled Products Smart is the new norm in every industry. The old operations and goods that were once a part of everyone's life have now been replaced by technology. Manufacturing is no exception to this alteration. Due to the increasing demand for smart products among customers, every company is now looking forward to inventing and manufacturing smart products. Explore and understand how you may incorporate cutting-edge technology (Artificial Intelligence, Machine Learning, Edge Computing, and Digital Twins, and more) into your products to help them stay updated with manufacturing trends. Virtual and Augmented Reality in Manufacturing (Industry 4.0) Transforming traditional manufacturing systems and processes into smart, tech-savvy ones is a new trend in manufacturing. The future of manufacturing is expected to witness this digitization in 2022 and beyond. Therefore, you must convert your conventional manufacturing plants into smart ones, i.e., as per the concept of Industry 4.0 – the fourth industrial revolution. Discover how prominent companies are implementing Industry 4.0 The following are some popular transformations that many popular manufacturing factories are adopting to become part of the industry revolution. To achieve a zero-carbon footprint, manufacturers may use analytics systems to determine the amount of trash they create and develop ways to eliminate it. (Implemented by Whirlpool) Utilize an analytics platform to decipher usage data for energy, water, and other utilities. (Implemented by Whirlpool) Utilize technology such as Siemens' Mindsphere, which enables online analysis of several aspects of a production plant and helps manufacturers create digital models using real-time data. (Implemented by Siemens) Utilize a combination of IoT and cloud-based technologies to avoid downtime and gather analytics data. (Implemented by Hirotec – a Japan based manufacturing company) Machine learning technology can be used to foretell and avoid system failures in your manufacturing plant. (Implemented by Hirotec – a Japan based manufacturing company) Utilize robotics and to accelerate manufacturing across many verticals. (Implemented by Ford) Utilize 3D printing to improve the precision of product design and to avert product defects during the early production stage. (Implemented by Aerospace: Airbus) These are some examples that other well-known manufacturing companies in the market, such as Hewlett-Packard, Ford, Whirlpool, and Siemens are currently using. So, consult an expert and determine how to leverage emerging technology to turn your production plant into a smart manufacturing unit. Internet of Things (IoT) to Boost Revenue Manufacturing companies have begun to leverage the Internet of Things to establish connectivity between machines and operational procedures throughout manufacturing. This linkage between machine and operation significantly decreases the human supervision required for each step and completely automates them. Manufacturers intend to incorporate these IoT trends in manufacturing into both their products and operational processes. IoT further enables manufacturers to operate and monitor their work remotely. As a result, they can concentrate on developing new strategies and preparing for future ventures. Shifting Focus from B2B to B2C Model Several manufacturers skip intermediaries and connect directly with their consumers to sell efficiently to their target consumer group. This purposeful approach has multiple benefits, which are outlined below. Manufacturers may skip the lengthy retail sales cycle and achieve a shorter time to market The absence of a third party between the manufacturer and the customer reduces the risk of brand misinterpretation or dilution Direct interaction with customers enables manufacturers to obtain more accurate consumer data, product feedback, and requirements for new product development Manufacturers can control the price of their products due to the absence of a third party between them and the target consumer group These benefits of the B2C model attract manufacturers and encourage them to develop added production techniques with these benefits in mind. Final Words Technology, innovation, and digitization are the future of manufacturing. The IoT trends in manufacturing are essential for industrial production and will allow the manufacturing industry to obtain a new competitive edge. Hence, manufacturers must keep in mind this industry revolution (industry 4.0 and 5.0) while developing strategies for their manufacturing operations in 2022. FAQs What are the benefits of adopting the Internet of Things in manufacturing? IoT devices can monitor industrial operations, manufacturing cycles, and other warehouse data management processes automatically. This benefit decreases the amount of time spent monitoring individual operations and increases production speed. What role will smart manufacturing play in the future? According to a grand view research analysis, the smart manufacturing market was worth USD 236.12 billion in 2020 and is expected to extend at a 12.4 percent compound annual growth rate to reach USD 589.98 billion by 2028. What are the critical components of the smart factory of the future? Robotics, the Internet of Things, big data, and cloud-based administration will be critical components of the future smart factory.

Read More

Top Electronics Manufacturing Trends to Watch in 2022

Article | October 13, 2021

The electronics manufacturing business is adopting new technologies to create smart electronics manufacturing products for its consumer base. Next-generation technologies are shaping the future of the manufacturing industry by enabling it to create technologically advanced and user-friendly products. Matt Mong, one of the manufacturing industry's leading professionals, stated in an interview with Media7, “Be Different. Don’t position your product in an existing category. Instead, create your category and make the competition irrelevant and obsolete.” – Matt Mong, VP Market Innovation and Project Business Evangelist at Adeaca. The year 2022 will be a year of advancement and development for the electronics manufacturing industry. So, manufacturers are eager to embrace new technologies and produce more innovative, more user-friendly goods that become part of consumers' daily lives and meet their needs. To make the manufacturing process manageable and deliver advanced products, we will look at the top five trends flourishing in the electronics manufacturing industry. Top Five Electronics Manufacturing Industry Trends Future manufacturing technologies are transforming the electronics manufacturing industry's processes and products. Let's look at the top electronics manufacturing industry trends for 2022, which will propel the sector to new heights of technological advancement. Utilizing the Benefits of the Internet of Things The Internet of Things is being used in both the manufacturing process and the products themselves. It enables electronic manufacturing products and processes to become more intelligent and performance-driven to fulfill business and customer needs. In electronics manufacturing, the Internet of Things (IoT) enables businesses to solve common production challenges such as product quality issues, changing demands, and a complex global supply chain. As a result, it increases productivity and efficiency while reducing human effort. Industrial units may gather and analyze real-time data and processes using IoT-based sensor systems. Additionally, it assists organizations in managing data and transforms traditional manufacturing into an intelligent manufacturing unit. Using an ERP System to Maintain the Company's Competitive Edge ERP (Enterprise Resource Planning) is a centralized management system for all operational and business activities. The software automates all manufacturing processes and enables the electronics manufacturing sector to achieve higher precision throughout the manufacturing process and product delivery. ERP has the potential to boost productivity, improve efficiency, decrease expenses, and increase profitability. ERP enables electronics manufacturers to forecast, plan, modify, and respond to changing market demands. By using an ERP system in your manufacturing unit, you may expand your business and increase revenue. Making Use of Big Data The electronics manufacturing industry benefits from the use of big data to make critical business decisions. It aids in the integration of previously isolated systems to provide a comprehensive view of industrial processes. It also automates data gathering and processing, allowing for more excellent knowledge of each system individually and collectively. Big data also assists manufacturers in discovering new information and identifying trends, allowing them to optimize operations, improve supply chain efficiency, and find variables that impact manufacturing quality, volume, or consistency. In addition, big data assists the electronics manufacturing industry in keeping up with the rapidly changing digital world. Using AR and VR to Create Consumer-friendly Goods AR and VR are future manufacturing technologies that are changing electronics manufacturing products and driving growth. Robotics is a crucial usage of virtual reality in electronics production. Manufacturers may use powerful virtual reality software to design goods. This implementation of virtual reality software reduces production errors and saves time and money. AR in electronics manufacturing allows product developers to generate interactive 3D views of new products before production. AR and VR are part of Industry 4.0, the digital revolution of conventional electronics production units. Adoption of 3D Printing on a Wide Scale One of the essential advantages of today's electronics 3D printing is that companies can quickly prototype PCBs and other electrical devices in-house. In addition, 3D printing has simplified the electronics manufacturing process, and it is currently being utilized to manufacture multilayer printed circuit boards. It uses material jetting technology to spray conductive and insulating inks onto the printing surface. Let's look at an example of an analogy that worked for Jinzhenyuan - The Electronic Technology Co. Ltd., managed by Mr. Huang Runyuan, Jinzhenyuan's General Manager, and based on the concept of Industry 4.0. (Reference: Forbes) Jinzhenyuan - The Electronic Technology Co. Ltd. Takes a Significant Step Forward with Industry 4.0 Jinzhenyuan - The Electronic Technology Co. Ltd., formed in 2012, sells its products globally. In addition, it manufactures cellphones, computers, cars, and a variety of other consumer electronics. Due to changing market needs, the firm planned to upgrade its production facility to industry 4.0 by the end of 2017 to participate in smart manufacturing. The company increased production efficiency, shortened production cycles, and cut costs due to the digital revolution. Today, Jinzhenyuan is regarded as a model of digital transformation in the community in which it works. Let’s observe the statistics for Jinzhenyuan following the deployment of Industry 4.0. 32% improvement in total production efficiency 33% cost reduction 41% decrease in R&D to production cycles 51% reduction in substandard parts rate – from 3,000 to 1,500 per million Final Words The electronics manufacturing sector is on the verge of a digital revolution that will improve the production process efficiency and cost-effectiveness. Many of the world's biggest firms, like Apple, Microsoft, Hitachi, and Saline lectronics, are developing future agile factories to keep up with the world's digital transformation. Future manufacturing technology will help your manufacturing company make the manufacturing process more efficient and boost the business revenue. FAQs What are the future electronics technologies? Smart grid solutions, wearable technology devices, prefabricated goods, the Internet of Things, and robots are some of the future electronics innovations that will propel the business forward. Is the supply chain benefiting from new technology trends? Yes, supply chain management benefits from smart technology as well. Trucks equipped with cutting-edge technologies can get real-time data on the weather and road conditions ahead of time. It contributes to the supply chain process's reduction of possible risks. Which manufacturers are implementing the industry 4.0 concept in their factories? Whirlpool, Siemens, Hirotec, Tesla, Bosch, and Ocado, among others, have turned their traditional factories into digitally smart ones that incorporate all of the cutting-edge technology necessary to improve and optimize the production process. { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [{ "@type": "Question", "name": "What are the future electronics technologies?", "acceptedAnswer": { "@type": "Answer", "text": "Smart grid solutions, wearable technology devices, prefabricated goods, the Internet of Things, and robots are some of the future electronics innovations that will propel the business forward." } },{ "@type": "Question", "name": "Is the supply chain benefiting from new technology trends?", "acceptedAnswer": { "@type": "Answer", "text": "Yes, supply chain management benefits from smart technology as well. Trucks equipped with cutting-edge technologies can get real-time data on the weather and road conditions ahead of time. It contributes to the supply chain process's reduction of possible risks." } },{ "@type": "Question", "name": "Which manufacturers are implementing the industry 4.0 concept in their factories?", "acceptedAnswer": { "@type": "Answer", "text": "Whirlpool, Siemens, Hirotec, Tesla, Bosch, and Ocado, among others, have turned their traditional factories into digitally smart ones that incorporate all of the cutting-edge technology necessary to improve and optimize the production process." } }] }

Read More

Scaling, Optimizing & Pivoting with Smart Manufacturing Industry 4.0

Article | January 20, 2022

A smart factory that leverages Industry 4.0 concepts to elevate its operations has long been a model for other industries that are still figuring out how to travel the digital manufacturing route. Smart manufacturing technology is all you need to know if you're looking to cash in on this trend. “Industry 4.0 is not really a revolution. It’s more of an evolution.” – Christian Kubis In this article, we'll look at the advantages that many smart factory pioneers are getting from their smart factories. In addition, we will look at the top smart factory examples and understand how they applied the Industry 4.0 idea and excelled in their smart manufacturing adoption. Industry 4.0 Technology Benefits Manufacturing Industry 4.0 has several benefits that can alter the operations of manufacturers. Beyond optimization and automation, smart manufacturing Industry 4.0 aims to uncover new business prospects and models by increasing the efficiency, speed, and customer focus of manufacturing and associated industries. Key benefits of Manufacturing Industry 4.0 in production include: Improved productivity and efficiency Increased collaboration and knowledge sharing Better agility and adaptability Facilitates compliance Improved customer experience Reduced costs and increased profitability Creates opportunities for innovation Increased revenues World Smart Factory Case Studies and Lessons to Be Learned Schneider Electric, France SAS Schneider Electric's le Vaudreuil plant is a prime example of a smart factory Industry 4.0, having been regarded as one of the most modern manufacturing facilities in the world, utilizing Fourth Industrial Revolution technologies on a large scale. The factory has included cutting-edge digital technology, such as the EcoStruxureTM Augmented Operator Advisor, which enables operators to use augmented reality to accelerate operation and maintenance, resulting in a 2–7% increase in productivity. EcoStruxureTM Resource Advisor's initial deployment saves up to 30% on energy and contributes to long-term improvement. Johnson & Johnson DePuy Synthes, Ireland DePuy Synthes' medical device manufacturing plant, which started in 1997, just underwent a multimillion-dollar makeover to better integrate digitalization and Industry 4.0 smart manufacturing. Johnson & Johnson made a big investment in the Internet of Things. By linking equipment, the factory used IoT technology to create digital representations of physical assets (referred to as “digital twins”). These digital twins resulted in sophisticated machine insights. As a result of these insights, the company was able to reduce operating expenditures while simultaneously reducing machine downtime. Bosch, China Bosch's Wuxi factory's digital transformation uses IIoT and big data. The company integrates its systems to keep track of the whole production process at its facilities. Embedding sensors in production machinery collects data on machine status and cycle time. When data is collected, complicated data analytics tools analyze it in real-time and alert workers to production bottlenecks. This strategy helps forecast equipment failures and allows the organization to arrange maintenance ahead of time. As a consequence, the manufacturer's equipment may run for longer. The Tesla Gigafactory, Germany According to Tesla, the Berlin Gigafactory is the world's most advanced high-volume electric vehicle production plant. On a 300-hectare facility in Grünheide, it produces batteries, powertrains, and cars, starting with the Model Y and Model 3. For Tesla, the goal is not merely to make a smart car, but also to construct a smart factory. The plant's photographs reveal an Industry 4.0 smart factory with solar panels on the roof, resulting in a more sustainable production method. On its official website, Tesla claimed to use cutting-edge casting methods and a highly efficient body shop to improve car safety. Tesla's relentless pursuit of manufacturing efficiency has allowed them to revolutionize the car industry. Haier, China The SmartFactoryKL was established to pave the way for the future's "intelligent factory." It is the world's first manufacturer-independent Industry 4.0 production facility, demonstrating the value of high-quality, flexible manufacturing and the effectiveness with which it can be deployed. The last four years, SmartFactoryKL has been guided by particular strategic objectives that drive innovation; the aim is to see artificial intelligence integrated into production. Two instances of AI-driven transformations include an "order-to-make' mass customization platform and a remote AI-enabled, intelligent service cloud platform that anticipates maintenance needs before they occur. Final Words Enabling smart manufacturing means using the latest technology to improve processes and products. The aforementioned smart factory examples are industry leaders and are thriving by implementing Industry 4.0 technology. Small and medium-sized enterprises (SMEs) may use these smart factory examples to learn about the adoption process, challenges, and solutions. Industry 4.0 is aimed at improving enterprises and minimizing human effort in general. So adopt the smart factory concept and be productive. FAQ What is the difference between a smart factory and a digital factory? The digital factory enables the planning of factories using virtual reality and models, whereas the smart factory enables the operation and optimization of factories in real time. Where does Industry 4.0 come from? The term "Industry 4.0" was coined in Germany to represent data-driven, AI-powered, networked "smart factories" as the fourth industrial revolution's forerunner.

Read More

5 Stats to Reshape Manufacturing Customer Experience in 2022

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. #Stat 1 Businesses that prioritize customer experience see an 80% increase in revenue. (Source: Forbes) 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. (Source: PWC) 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. (Source: Adobe) 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. Final Words 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. FAQ 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. { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [{ "@type": "Question", "name": "Why should a manufacturing company invest in customer experience?", "acceptedAnswer": { "@type": "Answer", "text": "Client experience improves customer retention, builds brand reputation, and gives companies a competitive edge. So manufacturers must invest in the consumer experience." } },{ "@type": "Question", "name": "What is the difference between customer service and customer experience?", "acceptedAnswer": { "@type": "Answer", "text": "Customer service is one aspect of the customer journey, whereas consumer experience is the sum of all customer encounters with the brand." } },{ "@type": "Question", "name": "What does a customer experience include?", "acceptedAnswer": { "@type": "Answer", "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." } }] }

Read More

Spotlight

Vitana

Vitana is a modern food company that has a leading position on the domestic market in several product categories such as soups, broths or spices. It currently employs about 600 people. The company produces more than 300 kinds of products in three plants.

Events