Digital Manufacturing: Avoiding the data black hole

DOUG BELLIN| October 19, 2018
DIGITAL MANUFACTURING: AVOIDING THE DATA BLACK HOLE
I cover industry solutions for manufacturing and a few other industrial markets at AWS. My goal isn’t to work with customers on a specific technology, but rather on how customers can use technology to address business challenges. This role gives me an opportunity to work with global leaders on how innovation can deliver new levels of competitive differentiation.

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Berry Global

Berry is committed to its mission of Always Advancing to Protect What’s Important, and proudly partners with its customers to provide them with value-added customized protection solutions. The Company’s products include engineered materials, nonwoven specialty materials, and consumer packaging.

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Business Models for Sustainable Manufacturing

Article | December 23, 2021

Sustainable business strategiesare bringing significant financial and environmental benefits to manufacturers. Sustainable manufacturingcreates goods while minimizing environmental consequences and preserving energy and natural resources. In addition, sustainable production improves the safety of workers, the community, and the products they produce. Allied Market Research projects that the worldwide renewable energy market will reach $1,977.6 billion by 2030, increasing at an 8.4% CAGR. As a result, we can conclude that many businesses are transitioning from traditional manufacturing to sustainable manufacturing. It’s a good time to be a part of the renewable energy industry. New technologies are coming to market every day, and we work in an industry that is trying to solve an enormous challenge. – Susan Stone, Chief Executive Officer at Ubiquitous Energy, Inc., in conversationwith Media 7 Though many organizations are pioneering the sustainable manufacturing approach, we have selected five of the most well-known companies making serious attempts to be sustainable manufacturing companiesby all means. In addition to the list of sustainable manufacturing businesses, this article will discuss the advantages of sustainabilityand how organizations may become carbon neutral. So let's get started. Top 5 Companies with a Sustainable Business Model The following are five manufacturing businessesthat are investing in sustainable manufacturingmethodsacross their production processes to become more responsive to our mother earth. Philips Electronics The company is reducing its environmental effect by engaging with suppliers, taking climate action, and driving the shift to a circular economy. Climate change is a key concern for Philips. So they are rethinking their business strategies and decoupling economic development from environmental and social impacts. They met their aim of becoming 100% carbon-neutral in their operations and procuring 100% of their power from renewable sources by 2020. They intend to obtain over 75% of their total energy usage from renewable sources by 2025 and to reduce CO2 emissions across their whole value chain to meet the 1.5°C global warming state. Schott Sustainability is profoundly embedded in SCHOTT's DNA. It derives from their distinctive business concept, which dates back to 1896. Their sustainability plan includes responsible governance, workers, society, environment, and climate. “Regarding climate change, it is high time to act. Everyone must take responsibility – politicians, companies and society. We are ready to play our part. We want to become climate neutral by 2030.” - Dr. Jens Schulte, Member of the Board of Management with responsibility for the “Zero Carbon” strategy program Long-term thought and responsible behavior are guiding principles of SCHOTT, which is why they care about the environment and climate. They are entering a new era of sustainable management with their “Zero Carbon” strategic program. Long term, they seek to eliminate fossil fuels as soon as technologyallows it. They are focused on the most energy-intensive stage of glass melting to create new solutions. IKEA IKEA's low-cost furniture utilizes a lot of wood. But because the company employs sustainable forestry practices, your new minimalist nightstand didn't cost the globe a rainforest. The business is also investing heavily in solar and wind energy. This year, the corporation intends to increase its already significant expenditures in renewable energy, to reach 100% clean energy by 2020. It also leads in offering cleaner, greener products. Nike In addition to encouraging people to walk, this footwear manufacturer uses recycled aluminum frames in its headquarters in the Netherlands, and underground energy storage to reduce its carbon footprint. Moreover, it has implemented stringent emission regulations at all of its manufacturingfacilities and has cut its overall carbon footprint by around 80 % since the late 1990s. The company also sells the most environmentally-friendly soccer sneakers on the market. Johnson & Johnson According to the company, Johnson & Johnson has just begun transitioning a significant portion of its energy reliance to solar power in an effort to become the world's most socially responsible organization. Currently, it is the second-largest user of solar energy in the United States, with more than half of its power coming from environmentally friendly sources. Rewards of Adopting Sustainable Manufacturing Practices Many businesses are seeking sustainabilityfor many reasons, including: Reducesoperating expenses and waste Respondsto new consumers and get a competitive edge Buildspublic trust and protect brand and reputation Createslong-term business viability Recognizesand address regulatory constraints What Can We Do to Make Sustainable Manufacturing a Reality? Every business must support green energy projects. Here are some fundamental actions that every business should take to transform itself into a sustainable manufacturing organization. Maximize the Efficacy of Fossil Fuels In today's society, energy conservation is a win-win situation. Approximately half of the world's known oil reserves have been exhausted, which means we are near to the point of diminishing returns in terms of supply. As far as we know, there hasn't been a shortage of supplies. Shutting down unwanted equipment might help you save money immediately. Replace a single-speed motor with a variable speed or servo drive. Use a hydraulic pump with variable speed. Wind, solar, and hydropower can also be used to conserve energy. Reduce or Eliminate Waste Don't overindulge; merely take in what you need to get the task done. At this point, we may all agree that it's easy, but in the past, our primary focus was on reducing productioncosts or time to market. Whether we were wasting resources was unknown or irrelevant to anyone. Metal, paper, and packaging are all examples of industries where this is true. The potential for waste reduction may justify the purchase of highly accurate production equipment. Recycle As a byproduct of manufacturing, metals may be easily recycled and used for new products. In addition, recycling metal saves money and energy since it uses less energy in the manufacturing process, allowing for a 60 % or more reduction in the energy needed to make new products. Final Words Sustainable manufacturing practicesare making manufacturing industries more socially responsible and carbon neutral. This new manufacturing method is necessary for today's period because we must consider future generations while improving today's. Natural resources must be conserved before depleting, and we have nothing left to offer future generations. Responsible organizations have already used this sustainable approachin their manufacturing processes, and we anticipate that every company should consider this method to be more sustainableand environmentally responsible. FAQ What is the difference between green and sustainable manufacturing? The main difference between green and sustainable is that green addresses a single aspect i.e., environmental health, but sustainability addresses the entire system, including economic, social, and environmental aspects. Which business is more environmentally friendly? According to Corporate Knights, Alphabet, Tesla, and AstraZeneca were among the world's most sustainable companies in the Global 100 Index for 2021. What are the four sustainability factors? The word sustainability refers to programs, activities, and actions to preserve a resource. But it relates to four unique key areas. Human, social, economic, and environmental are the four pillars or factors of sustainability.

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Real-Time Data Collection in Manufacturing: Benefits and Techniques

Article | January 12, 2022

Real-time manufacturing analytics enables the manufacturing base to increase its efficiency and overall productivity in a variety of ways. Production data is an effective means of determining the factory's efficiency and identifying areas where it might be more productive. “Without big data analytics, companies are blind and deaf, wandering out onto the web like deer on a freeway.” – Geoffrey Moore, an American Management Consultant and Author Creating a product-specific data collection may assist you in determining and visualizing what needs to be improved and what is doing well. In this article, we'll look at why manufacturing data collection is vital for your organization and how it may help you improve your operations. Why is Manufacturing Data Collection so Critical? Visibility is the key benefit that every manufacturer gets from manufacturing data collection. By collecting real-time data, or what we refer to as "shop floor data," manufacturers better understand how to assess, comprehend, and improve their plant operations. Manufacturers can make informed decisions based on detailed shop floor data. This is why having precise, real-time production data is critical. “According to Allied Market Research, the worldwide manufacturing analytics market was worth $5,950 million in 2018 and is expected to reach $28,443.7 million by 2026, rising at a 16.5% compound annual growth rate between 2019 and 2026.” For modern manufacturers, the advantages of data collection in manufacturing are numerous. The manufacturing industry benefits from production data and data-driven strategy in the following ways. Substantial reduction in downtime by identifying and addressing the root causes of downtime. It increases manufacturing efficiency and productivity by minimizing production bottlenecks. A more robust maintenance routine that is based on real-time alerts and machine circumstances. Improvements in demand forecasting, supplier scoring, waste reduction, and warehouse optimization reduce supply chain costs. Higher-quality goods that are more in line with customers' wishes and demands depending on how they are utilized in the current world. So, after looking at some of the significant benefits of real-time manufacturing analytics, let’s see what type of data is collected from production data tracking. What Sorts of Data May Be Collected for Production Tracking? Downtime: Operators can record or track downtime for jams, cleaning, minor slowdowns, and stoppages, among other causes, with production tracking software. In the latter scenario, downtime accuracy is optimized by removing rounding, human error, and forgotten downtime occurrences. The software also lets you categorize different types of stops. Changeovers: Changeovers can also be manually recorded. However, changeovers tracked by monitoring software provide valuable data points for analysis, considerably reducing the time required for new configurations. Maintenance Failures: Similar to downtime classification, the program assists in tracking the types of maintenance breakdowns and service orders and their possible causes. This may result in cost savings and enable businesses to implement predictive or prescriptive maintenance strategies based on reliable real-time data. Items of Good Quality: This is a fundamental component of production management. Companies can't fulfill requests for delivery on schedule unless they know what's created first quality. Real-time data collection guarantees that these numbers are accurate and orders are filled efficiently. Scrap: For manufacturers, waste is a significant challenge. However, conventional techniques are prone to overlooking scrap parts or documenting them wrong. The production tracking system can record the number and type of errors, allowing for analysis and improvement. Additionally, it can capture rework, rework time, and associated activities. WIP Inventory: Accurate inventory management is critical in production, yet a significant quantity of material may become "invisible" once it is distributed to the floor. Collecting data on the movement and state of work in progress is critical for determining overall efficiency. Production Schedule: Accurate data collection is essential to managing manufacturing orders and assessing operational progress. Customers' requests may not be fulfilled within the specified lead time if out of stock. Shop floor data gathering provides accurate production histories and helps managers fulfill delivery deadlines. Which Real-time Data Collection Techniques Do Manufacturers Employ? Manufacturers frequently employ a wide range of data collection techniques due to the abundance of data sources. Manual data collection and automated data collection are two of the most common data collection methods. Here are a few examples from both methods: IoT: To provide the appropriate information to the right people at the right time with the correct shop floor insight, IoT (Internet of Things) sensor integration is employed. PLC: The integration of PLC (Programmable Logic Controller) is used to measure and regulate manufacturing operations. HMI: It can provide human context to data by integrating line HMI (Human Machine Interface) systems (such as individual shop terminals like touch screens located on factory floor equipment). SCADA: Overarching management of activities with SCADA (Supervisory Control and Data Acquisition) systems. CNC and Other Machines: Integrating CNC and other machines (both new and older types) to keep tabs on production efficiency and machine well-being is a must these days. Final Words One of the most challenging aspects of shop floor management is determining what to measure and what to overlook. The National Institute of Standards and Technology recently conducted a study on assisting manufacturing operations in determining which data to collect from the shop floor.Additionally, you may utilize the manufacturing data set described above to obtain information from your manufacturing facility and use it strategically to improve operations, productivity, efficiency, and total business revenue in the long term. FAQ What is manufacturing analytics? Manufacturing analytics uses operations and event data and technology in the manufacturing business to assure quality, improve performance and yield, lower costs, and optimize supply chains. How is data collected in manufacturing? Data collection from a manufacturing process can be done through manual methods, paperwork, or a production/process management software system.

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Technologies That Will Keep You Ahead in the Manufacturing Realm

Article | November 20, 2021

Modern manufacturing methods are pioneering and adopting manufacturing industry advancements. To remain competitive in the present era and provide the most excellent industry solutions to your organization and target customer group in 2022, you must employ new manufacturing technologies in your manufacturing processes. Additionally, embracing current technologies is the ideal approach to tackle the industry's current challenges such as workplace safety, digitalization of operations, and a lack of skilled workers. This article will discuss some of the leading manufacturing technologies that transform traditional manufacturing facilities into smart manufacturing factories. So, let us begin. Manufacturing Technology & Innovations for 2022 To better understand industry 4.0, let's look at some of the manufacturing technologies that will dominate the manufacturing industry in 2022. 3D Printing Numerous industries, including aerospace, healthcare, electronics, and architecture, utilize 3D printing in manufacturing. It is the most widely used technology across industries and will remain so in 2022 and in the years to come. We may also anticipate more advancements in this technology to help overcome current barriers to 3D printing adoption, including equipment costs, material constraints, lengthier manufacturing times, a lack of knowledge, and legal issues. Additionally, it would assist manufacturers in overcoming current manufacturing challenges such as increasing product demand, increasing automation, and locating and retaining the workforce in manufacturing plants. It is vital to incorporate 3D technology into production processes to achieve greater precision and accuracy in manufacturing. IoT The Internet of Things is a critical component of the industry 4.0 revolution. It has altered the environment of data collection and analysis across sectors. For example, the Internet of Things is assisting manufacturers in better understanding manufacturing and supply chain operations, forecasting product demand, and boosting customer experiences. Implementing IoT in your manufacturing plant will also help you avoid production delays and increase the performance of your production lines. Additionally, it will decrease equipment downtime and improve process efficiency. It also enhances worker safety and enables more effective labor management. To begin implementing IoT in your manufacturing plant, you must first examine your manufacturing processes and research how other organizations have implemented IoT in their manufacturing processes or products. This method will assist you in determining the optimal location to begin integrating the IoT in your manufacturing plants and transforming them into smart ones. “Once you start to look at yourself in the right way and realize that projects are at the core of your business, it is easy to see how you should use technology to support your business.” – Matt Mong, VP of Market Innovation and Project Business Evangelist at Adeaca. GD & T The model created in the CAD program for any product is not exactly replicated with the exact dimensions during the production procedures. Thus, manufacturers or engineers utilize GD&T (Geometric Dimension &Tolerancing) to manage and communicate the permissible variation within a product assembly to manufacturing partners and inspectors. GD&T is a programming language that enables developers and inspectors to optimize functionality without incurring additional costs. The primary advantage of GD&T is that it expresses the design intent rather than the final geometry. However, as with a vector or formula, it is a representation of the actual item. AR & VR The two primary transformation aspects in the industry 4.0notion are augmented reality (AR) and virtual reality (VR). AR technology in manufacturing enables firms to operate more efficiently by reducing production time. Additionally, it discovers and resolves manufacturing process difficulties. Virtual reality technology benefits the industrial business in a variety of ways. It enables product designers to mimic their prototypes or models using powerful virtual reality software. This enables them to correct faults at the first stage of production and minimize production time and cost. Additionally, the technology provides additional benefits, such as increased workplace productivity and safety. ERP Enterprise Resource Planning (ERP) refers to a comprehensive end-to-end software solution that is used across sectors. It assists the manufacturing business in successfully maintaining production processes and other operational data by avoiding numerous roadblocks along the way. ERP technology enables enterprises to improve process efficiency and product quality by tackling industry-specific difficulties such as insufficient data, operation integration, inventory control, supply chain management, and on-time delivery. Discover How John Deere Manufactured Their Tractors Using Cutting-edge Technologies John Deere is a significant firm that embraces innovation and the Internet of Things. The company integrates Internet of Things sensors, wireless communication, and intelligent land management systems. It further integrates IoT tools into its manufacturing process, bridging the gap between technologies. Additionally, the company is a pioneer in GPS technology. Its most modern technology, which it incorporates into tractors, is accurate to within two centimeters. Additionally, the organization has implemented telemetry technology for predictive maintenance. Final Words Manufacturing innovations are assisting manufacturers in modernizing their traditional manufacturing processes. Modern manufacturing is equipped with modern technologies that aim to improve the processes and goods, increasing the manufacturers' commercial revenues. So, to remain competitive in this age of technological innovation, manufacturers must update their manufacturing processes to remain relevant in today's manufacturing world. FAQ What is manufacturing innovation? Manufacturing innovation includes new technology, supply chain modifications, and product and process improvements. As a result, businesses can benefit significantly from innovation and typically surpass their competitors. Which technologies are considered to be a component of advanced manufacturing? 3–D printing, robotics, IoT, nanotechnology, cloud computing, robotics, and big data are the significant components of advanced manufacturing. How are cutting-edge technologies assisting the manufacturing sector? The cutting-edge technology can precisely estimate demand to set production objectives, analyze machine data to predict when parts will break before a human operator can detect, and more. { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [{ "@type": "Question", "name": "What is manufacturing innovation?", "acceptedAnswer": { "@type": "Answer", "text": "Manufacturing innovation includes new technology, supply chain modifications, and product and process improvements. 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Microfinancing in Uganda Works with Lean Manufacturing Precision

Article | November 23, 2021

Having recently returned from Uganda, had the pleasure of being introduced by Bernard Munyanziza of Nziza Hospitality to Gilbert Atuhire. He is the Managing Director at Value Addition Microfinance Ltd. which provides micro loans to producers and manufacturers. Atuhire is an attorney by training, however his ability to articulate the core values of Lean Six Sigma and continuous process improvement were abundantly clear. The Kampala, Uganda offices are located on Parliamentary Avenue and Dewinton Rise. This central location allows direct access to industrial projects.

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Spotlight

Berry Global

Berry is committed to its mission of Always Advancing to Protect What’s Important, and proudly partners with its customers to provide them with value-added customized protection solutions. The Company’s products include engineered materials, nonwoven specialty materials, and consumer packaging.

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