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The 2022 Manufacturing KPI Checklist Should Include These Five Indicators

THE 2022 MANUFACTURING KPI CHECKLIST SHOULD INCLUDE THESE FIVE INDICATORS
Every manufacturing company aims to be as efficient as possible to maximize profit. However, it's difficult to determine where you stand and what targets to establish unless you can precisely measure your efficiency. Manufacturing KPIs play an important role in this process.

Keeping track of many indicators without considering their commercial worth is a waste of time.

“Not everything that can be counted counts and not everything that counts can be counted”

- Albert Einstein

But connecting goals to measurements is a certain way to track progress and improve processes. So let's get started with how to choose the most appropriate key performance indicators (KPIs) for your business.


Manufacturing KPI 2022: How to Choose the Right One?

Why are KPIs called “Key” Performance Indicators? While any statistic can be used to assess performance, KPIs are the most critical. Hence they are called key performance indicators.  Companies' priorities while selecting their company KPIs may differ substantially depending on the industry in which they operate.

“Strategic-operational KPIs alignment gives the organization a powerful tool to use when implementing change.”

― Pearl Zhu

A corporation should not track more than ten manufacturing KPIs to avoid overblowing processes. So, manufacturing efficiency, customer satisfaction, lead times, etc., should all be included.

Depending on your business nature, you must select your KPIs. However, each of those indicators must meet a set of criteria before being considered meaningful.

So, what is a decent KPI for manufacturing?
  • It gives objective and clear data on progress toward a certain goal
  • It measures efficiency, quality, punctuality, and performance
  • It allows for tracking performance over time
  • It helps in decision making
  • It should be the one that matches the company's long-term objectives
  • It has to be measurable and quantifiable
  • It must be realistic and actionable

Following that, let's have a look at the most important manufacturing KPIs for 2022, which will assist you in better understanding your manufacturing business and formulating a growth strategy in line with that understanding.


Most Critical Manufacturing KPIs in Order of Priority

Despite the fact that manufacturers should also monitor general key performance indicators (KPIs) such as sales revenue, net profit margin, and so on, the manufacturing business demands the tracking of specific manufacturing metrics. Below are some of the most important manufacturing key performance indicators (KPIs).


Work-in-process

Using this manufacturing KPI metric, you can see how much value there is in products still in progress. It assists manufacturing organizations in determining how much of their working capital is locked up in incomplete products and can aid in identifying supply chain management difficulties.
You can compute the Work-In-Progress (WIP) by using the formula provided below.


Return on Assets 

This manufacturing KPI seems to be more about financing than manufacturing. Yes, it does. However, financial measurements are just as vital as production ones. A firm cannot exist unless it generates revenue, and this indicator measures how efficiently your company uses its assets and generates revenues.
The Return on Assets (ROA) of your company can be calculated using the formula below.

Cost Per Unit

It is critical to understand the overall manufacturing cost per unit. You can't appropriately price a product without it. This manufacturing KPI divides total manufacturing costs by the number of units produced. Materials, overhead, depreciation, and labor are standard costs.

Demand Forecasting

Companies utilize this manufacturing statistic to forecast future raw material needs to satisfy client demand. Unfortunately, this statistic is more challenging to employ because it is mainly dependent on unpredictable external circumstances. The basic formula is:

Where:
  • The seasonal factors are distinct
  • Average demand is calculated as:


Lead Time

A company's lead time, also known as order cycle time, is an important KPI. It shows how swiftly your organization processes orders and meets client requests. It is time it takes to complete an order from confirmation to delivery.

Long lead times can imply process inefficiencies that produce bottlenecks and excessive expenses. Conversely, short lead times are important since they allow you to respond to consumer needs swiftly and efficiently.

The total lead time can be divided into smaller segments as follows:
  • The time it takes to manufacture a product from start to finish
  • The time it takes to deliver a product from stock to a client
  • The time it takes suppliers to deliver products to manufacturers
By segmenting the lead time, you may more precisely identify the areas where inefficiencies in the process occur.


Toyota’s Four Key Performance Metrics 

As a company, Toyota places a high focus on environmental protection. Toyota's vehicles are designed to use less fuel and produce less waste.

Regardless of the company's size, Toyota is committed to protecting the environment. Toyota's 'Earth Charter' was created in 1992 as part of the company's Global Policy initiative. It was Toyota's first overseas facility and the UK's first ISO14001-certified car manufacturer. Waterborne paints were utilized for the first time and zero waste was sent to landfills. In 2009, Toyota Manufacturing UK did not use any incinerators.

Toyota has developed a set of key performance indicators (KPIs) for each of its major production areas. There are four key performance metrics: energy, water, waste, and volatile organic compounds (VOCs). 

Since its start in 1992, Toyota Manufacturing UK has attempted to mitigate its environmental impact. The figure below illustrates the environmental KPIs for the Burnaston plant. Each year, Toyota sets new goals to improve its results.
  • 79% reduction in vehicle energy consumption
  • 62%  reduction in waste per car
  • 76% reduction in VOC emissions per car
  • 79% reduction in water consumption per vehicle


Final Words

You can use the aforementioned manufacturing KPIs to construct your manufacturing KPI template, but keep in mind that the manufacturing metrics you need to track may differ from those listed here. The first prudent move any business can make while examining its operation is to identify and track the relevant KPIs. Also, in manufacturing, there are several different KPIs, phrases, and abbreviations need to be understood and used where it makes the most sense.


FAQ


What is manufacturing KPI?

A manufacturing Key Performance Indicator (KPI) or metric is a well-defined and measurable indicator that the manufacturing sector uses to evaluate its performance over time and compare it to that of other industries.


What are the key KPIs for manufacturers?

On-Time Delivery, Production Schedule Attainment, Total Cycle Time, Throughput, Capacity Utilization, and Changeover Time are some of the key manufacturing KPIs.

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Future Of Manufacturing

The Factory of the Future

Article | December 2, 2021

The world of manufacturing is continuously evolving in the 21st century, and companies have to combat competition, altering consumer demands, and unexpected events to be able to deliver in today’s experience. Global connectivity, innovation, and disruption are all reshaping the manufacturing industry, but a world-class business platform can help companies transform operations digitally to keep up with an evermore digitized world. The factory of the future will allow manufacturers to enhance production through the convergence of information technology with factory operations, combining the effectiveness of the virtual world with the materiality of the physical world to lower costs, increase flexibility, and better meet customer expectations. The factory of the future functions on four dimensions: resource planning, manufacturing planning, planning and optimization, and manufacturing operations. Resource planning involves defining and simpulating the plant layout, flow, assets, and resources needed to efficiently develop products in a safe environment. Normal production change requests can be quickly validated by using 3D virtual experience twin technology. This technology could also quickly pivot operations to alternative products in the case of disruptive events. Manufacturing planning enriches the resource and product definition by defining and validating a process plan and creating work instructions that meet production goals. Digital visualization of resource and process changes can also help speed up time-to-production in any scenario no matter the location by leveraging the cloud. Planning and optimization of supply chains across planning horizons will help manufacturers gain visibility with planning and scheduling by having the ability to model, simulate, and optimize alternative supply and production plans to reduce disruptions. Lastly, manufacturing operations management can transform global production operations to attain and maintain operational excellence. Manufacturers can create, manage, and govern operational processes on a global scale while maintaining operational integrity to meet altering demands. For the factory of the future to come about successfully, there needs to be connected technology and shared data. Technology has to be adaptable with robotics and equipment that can be reconstructed to house changes and new products. An AI-powered product demand simulation is necessary to maintain agility and boost productivity. A versatile, cross-functional workforce with the ability to explicate data and function well in AR environments is also required along with smart factory technology such as wearable sensors and virtual prototypes. Through all this, the factory of the future can connect technologies across the product life cycle while optimizing the workforce and increasing sustainability. Although achieving the factory of the future has several benefits, creating a feasible factory of the future plan can be challenging. In 2018, only 12% of companies had a mature factory of the future plan. One of the main challenges that companies face is a lack of internal skills to devise digital solutions. However, this can be combated by carefully considering how you can utilize digital technologies to deliver improved performance, resiliency, and flexibility. It is easier to begin with small steps and to collaborate with a partner who could support your efforts to build toward your desired transformation goal. It is important to always be prepared by evaluating your next steps, industry trends, and progress metrics. It is also crucial to focus on the people, process, and technology you’re using to have a successful transformation journey. Manufacturing with the factory of the future can provide savings in a wide range of categories. For example, it can reduce virtual vehicles build time by 80%, increase on-time performance of industrial equipment by 45%, and reduce modular construction time of construction, cities, and territories by 70%. Leading the transformation of the manufacturing space towards the direction of the factory of the future will allow manufacturers to work smart and better meet the needs of the end consumers.

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Why Manufacturing Companies Must Consider Business Intelligence

Article | December 14, 2021

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Additionally, it helps you to forecast raw material demand and assess procedures along the supply chain to ensure maximum efficiency. Allows for the Analysis and Monitoring of Financial Operations Business intelligence solutions provide insight into sales, profit, and loss, raw material utilization and can usually assist you in optimizing resources to increase your return on investment. Understanding your cost-benefit analysis, BI enables you to manage production costs, monitor processes, and improve value chain management. Assists in the Management of Your Supply Chain Manufacturing companies engage with various carriers, handling these multiple processes can be complicated. BI enables manufacturing companies to have more accurate control over shipments, costs, and carrier performance by providing visibility into deliveries, freight expenditures, and general supplies. Contributes to the Reduction of Inventory Expenses and Errors Overstocks and out-of-stocks are substantial barriers to profitability. Business intelligence can assist you in tracking records over time and location while identifying issues such as product faults, inventory turnover, and margins for particular distributors. Determines the Efficiency of Equipment Several factors can cause inefficient production. For example, errors with equipment due to improper installation, maintenance, or frequent downtime can reduce production. So, to keep industrial operations running well, one must monitor these factors. Manufacturers can maintain their machines' health using data analytics and business intelligence. It provides real-time information about your production lines' status and streamlines production procedures. 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Lead Generation for Manufacturers: 5 Effective Techniques That Work

Article | January 4, 2022

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Website The above components can't exist if you don't have a website. If you want to emphasize your business, you need to generate quality leads. Why? Because most of today's B2B buyers are millennials, who are highly tech-savvy and increasingly conduct their supplier research online. How to Generate Manufacturing Leads: 5 Effective Techniques Create a Website That Converts "The lead generation process starts by finding out where our target market ‘lives’ on the web." – Wayne Davis Your website should be a trusted source of quality leads. Unfortunately, many companies lose sight of this and develop websites that are cumbersome and difficult to browse, causing a rift between you and your potential customers. Don't expect people to behave if your site doesn't encourage them to act. Your website should have clear "call to action" buttons and lead capture options that allow visitors to contact you in a simple and pleasant way. Additionally, there are website optimization tools available, including PageSpeed Insights, Hotjar, Google Optimize, and WAVE. All of the above-mentioned website optimization tools provide complimentary services. So, this is the most accessible and most reliable approach to generating web leads. Make Descriptive Infographics Infographics are a great way to provide prospects with helpful information while motivating them to contact you. Most importantly, infographics establish your company as a thought leader and unconsciously identify you with industry authority. According to recent surveys, Nearly 41% of respondents indicated that infographics and illustrations are the most effective solutions for achieving their business objectives. On social media, infographics receive three times the number of shares as other types of content. Articles that included infographics received 72% more views than standard articles. A great infographic has a great design. 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Final Words When we consider the statistics explained earlier in this article, we can see the benefits of all of the techniques mentioned and how they can help you increase your lead generation and, as a result, your overall business ROI. Thus, we can refer to the above-mentioned lead generation techniques as sales-driven strategies that will assist you at every lead generation and conversion stage. Improved lead generation for manufacturers enables businesses to reach a vast customer base and generate more high-quality leads. FAQ What is a high-quality lead in manufacturing? Leads of high quality have an increased propensity to convert into paying consumers. The more qualified your leads are, the more likely they will buy your product or service. What are the lead generation challenges? Making accurate data, shaping conversations, and converting qualified leads into sales are some of the significant challenges in manufacturing lead generation.

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Future Of Manufacturing

The Factory of the Future

Article | December 2, 2021

The world of manufacturing is continuously evolving in the 21st century, and companies have to combat competition, altering consumer demands, and unexpected events to be able to deliver in today’s experience. Global connectivity, innovation, and disruption are all reshaping the manufacturing industry, but a world-class business platform can help companies transform operations digitally to keep up with an evermore digitized world. The factory of the future will allow manufacturers to enhance production through the convergence of information technology with factory operations, combining the effectiveness of the virtual world with the materiality of the physical world to lower costs, increase flexibility, and better meet customer expectations. The factory of the future functions on four dimensions: resource planning, manufacturing planning, planning and optimization, and manufacturing operations. Resource planning involves defining and simpulating the plant layout, flow, assets, and resources needed to efficiently develop products in a safe environment. Normal production change requests can be quickly validated by using 3D virtual experience twin technology. This technology could also quickly pivot operations to alternative products in the case of disruptive events. Manufacturing planning enriches the resource and product definition by defining and validating a process plan and creating work instructions that meet production goals. Digital visualization of resource and process changes can also help speed up time-to-production in any scenario no matter the location by leveraging the cloud. Planning and optimization of supply chains across planning horizons will help manufacturers gain visibility with planning and scheduling by having the ability to model, simulate, and optimize alternative supply and production plans to reduce disruptions. Lastly, manufacturing operations management can transform global production operations to attain and maintain operational excellence. Manufacturers can create, manage, and govern operational processes on a global scale while maintaining operational integrity to meet altering demands. For the factory of the future to come about successfully, there needs to be connected technology and shared data. Technology has to be adaptable with robotics and equipment that can be reconstructed to house changes and new products. An AI-powered product demand simulation is necessary to maintain agility and boost productivity. A versatile, cross-functional workforce with the ability to explicate data and function well in AR environments is also required along with smart factory technology such as wearable sensors and virtual prototypes. Through all this, the factory of the future can connect technologies across the product life cycle while optimizing the workforce and increasing sustainability. Although achieving the factory of the future has several benefits, creating a feasible factory of the future plan can be challenging. In 2018, only 12% of companies had a mature factory of the future plan. One of the main challenges that companies face is a lack of internal skills to devise digital solutions. However, this can be combated by carefully considering how you can utilize digital technologies to deliver improved performance, resiliency, and flexibility. It is easier to begin with small steps and to collaborate with a partner who could support your efforts to build toward your desired transformation goal. It is important to always be prepared by evaluating your next steps, industry trends, and progress metrics. It is also crucial to focus on the people, process, and technology you’re using to have a successful transformation journey. Manufacturing with the factory of the future can provide savings in a wide range of categories. For example, it can reduce virtual vehicles build time by 80%, increase on-time performance of industrial equipment by 45%, and reduce modular construction time of construction, cities, and territories by 70%. Leading the transformation of the manufacturing space towards the direction of the factory of the future will allow manufacturers to work smart and better meet the needs of the end consumers.

Read More
Manufacturing Technology

Why Manufacturing Companies Must Consider Business Intelligence

Article | December 14, 2021

Do manufacturing businesses require Business Intelligence (BI)? The answer is YES. Manufacturing is one of the most data-intensive businesses, producing massive amounts of data ranging from supply chain management to shop floor scheduling, accounting to shipping and delivery, and more. All of this information would go to waste if not properly categorized and utilized. Scrutinizing and analyzing your data with business intelligence will help you become a more efficientand productive organization. Your organized data can show you where the gaps or inefficiencies are in your manufacturing process and help you fix it. Many companies simply 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, Industry Executive at Microsoft BI has the potential to improve the operations of an organization and transform it into an organized one. According to Finances Online research, more than 46% of organizations are already employing a BI tool as a significant part of their company strategy, and according to Dresner Advisory Services research, 8 in 10 manufacturers who use BI for analytics have seen it function successfully. How Manufacturing Operations Are Improving with Business Intelligence? As revealed by the BI statistics above, we can see that business intelligence is critical in manufacturing. To further illustrate how business intelligence supports the manufacturing industry, let's look at some of the business intelligence benefits that are making a difference in the manufacturing industry. Advances Operational Efficacy While modern enterprises create massive amounts of data, not all of this data is relevant. Today's business intelligence solutions take all of the data from your organization and transform it into an easily comprehensible and actionable format. It enables you to minimize or fix errors in real-time. Additionally, it helps you to forecast raw material demand and assess procedures along the supply chain to ensure maximum efficiency. Allows for the Analysis and Monitoring of Financial Operations Business intelligence solutions provide insight into sales, profit, and loss, raw material utilization and can usually assist you in optimizing resources to increase your return on investment. Understanding your cost-benefit analysis, BI enables you to manage production costs, monitor processes, and improve value chain management. Assists in the Management of Your Supply Chain Manufacturing companies engage with various carriers, handling these multiple processes can be complicated. BI enables manufacturing companies to have more accurate control over shipments, costs, and carrier performance by providing visibility into deliveries, freight expenditures, and general supplies. Contributes to the Reduction of Inventory Expenses and Errors Overstocks and out-of-stocks are substantial barriers to profitability. Business intelligence can assist you in tracking records over time and location while identifying issues such as product faults, inventory turnover, and margins for particular distributors. Determines the Efficiency of Equipment Several factors can cause inefficient production. For example, errors with equipment due to improper installation, maintenance, or frequent downtime can reduce production. So, to keep industrial operations running well, one must monitor these factors. Manufacturers can maintain their machines' health using data analytics and business intelligence. It provides real-time information about your production lines' status and streamlines production procedures. How Business Intelligence Helped SKF (SvenskaKullagerfabriken) to Efficiently Plan Their Future Manufacturing SKF is a key supplier of bearings, seals, mechatronics, and lubrication systems globally. The company posses its headquarter in Sweden and has distributors in over 130 countries. Due to SKF's extensive worldwide reach and product diversity, they constantly need to forecast market size and demand for their products to modify their future manufacturing. Generally, SKF experts developed and kept their forecasts in traditional and intricate excel files. However, the efforts of maintaining and reconciling disparate studies were excessively high. As a result, SKF used require days to generate a simple demand prediction. Later, SKF integrated its business data assets into a single system by utilizing business intelligence in production. Following that, they could swiftly begin sharing their data and insights across multiple divisions within their firm. They are now able to aggregate demand estimation fast and does not face cross-departmental issues about data integrity for the vast number of product varieties they manufacture. This intelligent data management enabled SKF to plan their future production operations efficiently. Final Words Business intelligence in manufacturing makes a big difference in the organization's entire operations. Given the benefits of business intelligence in manufacturing, a growing number of manufacturers are implementing it in their operations. According to Mordor Intelligence, Business Intelligence (BI) Market was worth USD 20.516 billion in 2020 and is anticipated to reach USD 40.50 billion by 2026, growing at a 12% compound annual growth rate throughout the forecast period (2021-2026). Hence, we may say that the business intelligence is crucial for manufacturing and is booming, thanks to its enormous potential and the numerous benefits it provides to various businesses. FAQ Why is business intelligence so important in manufacturing? Organization intelligence may assist businesses in making better decisions by presenting current and past data within the context of their business. Analysts can use business intelligence to give performance and competitive benchmarking data to help the firm run more smoothly and efficiently. What value does BI add to manufacturing? Business intelligence solutions provide insight into sales, profit, and loss, raw material utilization and can usually assist you in optimizing resources to increase your return on investment. Understanding your cost-benefit analysis enables you to manage production costs, monitor processes, and improve value chain management. What is business intelligence's key objective? Business intelligence is helpful to assist corporate leaders, business managers, and other operational employees in making more informed business

Read More
Procurement & Supply Chain

Lead Generation for Manufacturers: 5 Effective Techniques That Work

Article | January 4, 2022

Lead generation for manufacturers has always been tough due to a lack of knowledge about new technology and trends that can help them generate more business leads. There are still a lot of small and mid-sized manufacturing companies that rely on antiquated manufacturer lead generation methods. In this article, we'll discuss some proven methods for generating leads that can help you increase your company's sales and improve your overall return on investment. "Don’t think of your lead as "LEADS." Instead, think of them as people who are frustrated because understanding and buying your product is too hard. Your job is to make it easy for them to learn about your product and get started. " —Andy Pitre, VP of Product, HubSpot So let's get started. Factors That Must Be Aligned to Drive New Business Leads Landing Pages Landing pages are mini-websites embedded into your site. To deliver an experience that speaks directly to the user's intent, marketers use landing pages. Create unique landing pages for every industrial lead generation campaign. Calls-To-Action To generate quality leads, you need to have a strong call to action (CTA). CTAs are usually buttons that allow users to submit information, visit a landing page, or download an e-book or white paper. Your CTA must be compelling. Give your prospects a reason to click and remove any barriers to the click. CTAs should be bold, high-contrast, and easily identifiable. Forms Without forms, it is impossible to collect leads. Therefore, visitors will be asked to fill out forms that collect their contact information in exchange for an offer. Offers Every lead contains a transaction. A company provides a valuable service in exchange for a prospect's contact information. You won't get many leads unless you provide value to your potential customers. This offer comes in the form of an e-book, consultation, coupon code, or whitepaper. To generate more leads, make compelling offers. Website The above components can't exist if you don't have a website. If you want to emphasize your business, you need to generate quality leads. Why? Because most of today's B2B buyers are millennials, who are highly tech-savvy and increasingly conduct their supplier research online. How to Generate Manufacturing Leads: 5 Effective Techniques Create a Website That Converts "The lead generation process starts by finding out where our target market ‘lives’ on the web." – Wayne Davis Your website should be a trusted source of quality leads. Unfortunately, many companies lose sight of this and develop websites that are cumbersome and difficult to browse, causing a rift between you and your potential customers. Don't expect people to behave if your site doesn't encourage them to act. Your website should have clear "call to action" buttons and lead capture options that allow visitors to contact you in a simple and pleasant way. Additionally, there are website optimization tools available, including PageSpeed Insights, Hotjar, Google Optimize, and WAVE. All of the above-mentioned website optimization tools provide complimentary services. So, this is the most accessible and most reliable approach to generating web leads. Make Descriptive Infographics Infographics are a great way to provide prospects with helpful information while motivating them to contact you. Most importantly, infographics establish your company as a thought leader and unconsciously identify you with industry authority. According to recent surveys, Nearly 41% of respondents indicated that infographics and illustrations are the most effective solutions for achieving their business objectives. On social media, infographics receive three times the number of shares as other types of content. Articles that included infographics received 72% more views than standard articles. A great infographic has a great design. If your organization lacks an in-house graphics team, you can simply locate a freelance designer to create a stunning infographic for you. Your infographics are ageless pieces of material that can be reused for smart marketing and lead generation manufacturing. Here's an example of an infographic from Digital Marketing Philippines from 2019 that received over 1,600 shares and is jam-packed with data and text. In this way, you can see how the company may have gotten its leads from these 1600 shares, each of which is a potential customer. Host an Event According to Bizzabo, 86% of senior management (Senior Managers, Executives, and Board Members) believe that in-person events are critical to the success of their company. The majority of B2B marketers (97%) believe in-person events have a significant impact on achieving business goals. According to Marketing Charts, 68% of B2B marketers agree that in-person events aid in lead generation for manufacturers, while case studies help with lead conversion and acceleration. Improve manufacturing lead generation through events that can occur both online and offline. Organize any kind of event to attract your target market while collecting contact information. Use live events to interact with consumers in real-time, answering questions, addressing objections, learning about your audience, and guiding prospects through the sales funnel. Consider webinars, workshops, seminars, meetups, and conferences. Create a Value-Packed Newsletter "Content is the fuel for your lead generation efforts." – Dayna Rothman According to the Content Marketing Institute, 31% of B2B marketers believe email newsletters are the most effective way to nurture leads. 81% of B2B marketers report that email newsletters are their most frequently used form of content marketing. Create a must-read newsletter that invites interested prospects to engage and remain connected with your company. This enables you to stay top-of-mind with consumers and promote your products and services to move prospects along the sales funnel. The newsletter can have new blog entries, product or service updates, special deals, upcoming events, and recommended reading from other thought leaders. Incorporate SEO into Your Marketing Plan According to Intergrowth, 61% of B2B marketers say SEO and organic traffic generate more leads than any other type of marketing. Search engine leads convert at a rate of 14.6%, while outbound leads (cold calling, direct mail, etc.) convert at a rate of 1.7%. Manufacturers are no exception when it comes to the importance of search engine optimization (SEO). As a result, you may generate many leads with the correct marketing approach and a profound grasp of SEO for manufacturers. Final Words When we consider the statistics explained earlier in this article, we can see the benefits of all of the techniques mentioned and how they can help you increase your lead generation and, as a result, your overall business ROI. Thus, we can refer to the above-mentioned lead generation techniques as sales-driven strategies that will assist you at every lead generation and conversion stage. Improved lead generation for manufacturers enables businesses to reach a vast customer base and generate more high-quality leads. FAQ What is a high-quality lead in manufacturing? Leads of high quality have an increased propensity to convert into paying consumers. The more qualified your leads are, the more likely they will buy your product or service. What are the lead generation challenges? Making accurate data, shaping conversations, and converting qualified leads into sales are some of the significant challenges in manufacturing lead generation.

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PAH and scrubbers – part one

Article | May 5, 2020

In my last blog post, I touched upon how the draft EGCS Guidelines now define the PAH monitoring methodology. I also wrote that PAH as a regulatory substance for scrubbers can be difficult to comprehend. So, in this blog post I’d like to clear up some of the PAH mystery. When it comes down to it, it’s not actually PAH content that the EGCS Guidelines request monitoring of – but rather oil.[1] Looking back, the discharge water limits were negotiated prior to the 2009 EGCS Guidelines. There was discussion then as to whether the limit should be 15 ppm on open sea (as for oily bilge water) and 5 ppm in ports, etc. or if it should be even lower in general.[2]

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Altium Packaging

Altium Packaging is the leading customer-centric packaging solutions provider that helps you build your business and elevate your brand to the next level. We are supported by a network of plants throughout the U.S. and Canada and 100 years of quality and service. With the combination of our state-of-the-art design center, our dedication to innovation, customized products and patented processes, our team of over 3,000 associates are all committed to meeting and anticipating market and customer needs.

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Manufacturing Technology

MaxLinear Launches Product Design Kit for Active Electrical Cables Using Keystone PAM4 DSP

MaxLinear | February 02, 2024

MaxLinear, Inc. a leading provider of high-speed interconnect ICs enabling data center, metro, and wireless transport networks, announced the availability of a comprehensive product design kit (PDK) to optimize performance and accelerate the time to market for high-speed Active Electrical Cables (AEC) using MaxLinear’s 5nm PAM4 DSP, Keystone. The PDK is a cost-cutting and time-saving tool for cable manufacturers who want to quickly integrate Keystone into their active electrical cables. MaxLinear’s Keystone PAM4 DSP offers a significant power advantage in AEC applications, which is increasingly becoming a critical factor for hyperscale data centers. The use of 5nm CMOS technology enables designers and manufacturers to build high-speed cables that meet the need for low power, highly integrated, high performance interconnect solutions that will drive the next generation of hyperscale cloud networks. Manufacturers taking advantage of MaxLinear’s PDK to optimize cable designs using Keystone PAM4 DSP will gain a distinct advantage over competitor solutions when trying to maximize reach and minimize power consumption. The PDK makes Keystone easy to integrate with strong applications support, multiple tools to optimize and monitor performance, and reference designs (SW and HW) to accelerate integration. Sophisticated software allows for quick design optimization for the lowest possible power consumption and maximizing cable reach. Cable designers can constantly monitor performance, route signals from any port to any port, and take advantage of hitless firmware upgrades. “MaxLinear is focused on providing not only industry-leading interconnect technologies but also a comprehensive suite of tools to support our manufacturing and design partners,” said Drew Guckenberger, Vice President of High Speed Interconnect at MaxLinear. “Our development kit for our Keystone products provides them with a path to take products to market more quickly and more cost-effectively.” Active electrical cables (AECs) are revolutionizing data center connections. Unlike passive cables, they actively boost signals, allowing for longer distances (up to 7 meters for 400G), higher bandwidth, and thinner, lighter cables. This makes them ideal for high-speed applications like top-of-rack connections (connecting switches to servers within the same rack); direct digital control (enabling flexible interconnectivity within racks and across rows); and breakout solutions (splitting high-speed connections into multiple lower-speed channels). The high-speed interconnect market – which includes active optical cables, active electrical cables, direct attach copper cables, and others – is expected to grow to $17.1B by 2028, up from $10.7B in 2021 according to a market forecast report from The Insight Partners. The Keystone Family The Keystone 5nm DSP family caters to 400G and 800G applications, featuring a groundbreaking 106.25Gbps host side electrical I/O, aligning with the line side interface rate. Available variants support single-mode optics (EML and SiPh), multimode optics and Active Electrical Cables (AECs), offering comprehensive solutions with companion TIAs. Host side interfaces cover ethernet rates of 25G, 50G, and 100G per lane over C2M, MR, and LR host channels. The line side interfaces, tailored for 100G/λ DR, FR, and LR applications, also support these rates. These devices boast extensive DSP functionality, encompassing line-side transmitter DPD, TX FIR, receiver FFE, and DFE. With exceptional performance and signal integrity, these DSPs occupy a compact footprint (12mm x 13mm), ideal for next-gen module form-factors like QSFP-DD800 and OSFP800. Additionally, they are available as Known Good Die (KGD) for denser applications, such as OSFP-XD. About MaxLinear, Inc. MaxLinear, Inc. is a leading provider of radio frequency (RF), analog, digital, and mixed-signal integrated circuits for access and connectivity, wired and wireless infrastructure, and industrial and multimarket applications. MaxLinear is headquartered in Carlsbad, California. MaxLinear, the MaxLinear logo, any other MaxLinear trademarks are all property of MaxLinear, Inc. or one of MaxLinear's subsidiaries in the U.S.A. and other countries. All rights reserved.

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Smart Factory

PsiQuantum, Mitsubishi UFJ Financial Group and Mitsubishi Chemical Announce Partnership to Design Energy-Efficient Materials on PsiQuantum’s

PsiQuantum | January 30, 2024

PsiQuantum and Mitsubishi UFJ Financial Group announced that they are beginning work with Mitsubishi Chemical Group on a joint project to simulate excited states of photochromic molecules which have widespread industrial and residential potential applications such as the development of smart windows, energy-efficient data storage, solar energy storage and solar cells, and other photoswitching use cases. Qlimate, a PsiQuantum-led initiative that includes MUFG as a partner, focuses on using fault-tolerant quantum computing to crack the most challenging computational problems and accelerate the development of scalable breakthroughs across climate technologies, including more energy-efficient materials. Mitsubishi UFJ Financial Group (MUFG) is committed to supporting the world’s transition to a sustainable future, and to encourage industry access to the most promising breakthrough technologies. By pioneering PsiQuantum’s Qlimate solutions with industry leader Mitsubishi Chemical, MUFG is at the forefront of quantum computing for sustainability. This joint project will determine whether high-accuracy estimates of excited state properties are feasible on early-generation fault-tolerant quantum computers, specifically focusing on diarylethenes used for energy-efficient photoswitching applications. The project will allow Mitsubishi Chemical to gain early insights into how and when fault-tolerant quantum computing can be deployed in support of critical, scalable, sustainable materials. Because predicting the optical properties of materials requires complex analysis of excited states, standard algorithmic techniques for simulating these molecules (such as the Density Functional Theory, or DFT) often produce qualitatively incorrect results. The project will bring together Mitsubishi Chemical’s deep experience of computational chemistry and PsiQuantum’s leading expertise in fault-tolerant quantum computing to push the boundaries of approaching the complex physics in these systems and pave the way to developing new, more powerful energy-efficient photonic materials. Philipp Ernst, Head of Solutions at PsiQuantum, said: “PsiQuantum has dedicated teams who identify, describe and solve complex problem sets with best-in-class quantum algorithms. These are designed specifically to run on fault-tolerant quantum computers and will tackle previously-impossible computational challenges. This partnership will leverage our team’s unique know-how and Mitsubishi Chemical’s expertise in photochromic materials. We are grateful for MUFG’s visionary support in our mission to deploy high-impact quantum computing solutions to fight climate change.” Suguru Azegami, Managing Director, Sustainable Business Division, MUFG said: “We are excited to partner with PsiQuantum and Mitsubishi Chemical on our journey to explore possibilities of quantum computing technologies to solve the imminent global challenge. PsiQuantum’s vision to develop the first utility scale quantum computer before the end of the decade has inspired us, which led our initiative to participate in the Qlimate partnership as the first and sole member from Japan. Mitsubishi Chemical is leading efforts to use the cutting-edge technology to develop next generation materials and we are honored to support the company as its long term financial partner.” Qi Gao, Senior Chief Scientist, Mitsubishi Chemical said: “We are pleased to be part of the partnership and are grateful for MUFG’s support. Mitsubishi Chemical’s over 40 years background in computational chemistry and PsiQuantum’s domain specific knowledge for quantum control is a great fit with the collaboration effort of improving calculation accuracy on quantum device. We hope the partnership will accelerate the innovation of revolutionizing computational studies in chemistry and materials science.” About PsiQuantum PsiQuantum is a private company, founded in 2015 and headquartered in Palo Alto, California. The company’s only mission is to build and deploy the world’s first useful, large-scale quantum computer. Many teams around the world today have demonstrated prototype quantum computing systems, but it is widely accepted that much larger systems are necessary in order to unlock transformational applications across drug discovery, climate technologies, finance, transportation, security & defense and beyond. PsiQuantum’s photonic approach enables rapid scaling via direct leverage of high-volume semiconductor manufacturing and cryogenic infrastructure. The company is partnered with the SLAC National Accelerator Laboratory at Stanford University and Sci-Tech Daresbury in the United Kingdom. About Mitsubishi UFJ Financial Group, Inc. (MUFG) Mitsubishi UFJ Financial Group, Inc. (MUFG) is one of the world’s leading financial groups. Headquartered in Tokyo and with over 360 years of history, MUFG has a global network with approximately 2,000 locations in more than 50 countries. The Group has about 160,000 employees and offers services including commercial banking, trust banking, securities, credit cards, consumer finance, asset management, and leasing. The Group aims to “be the world’s most trusted financial group” through close collaboration among our operating companies and flexibly respond to all of the financial needs of our customers, serving society, and fostering shared and sustainable growth for a better world. MUFG’s shares trade on the Tokyo, Nagoya, and New York stock exchanges. About the Mitsubishi Chemical Group Corporation Mitsubishi Chemical Group Corporation (TSE: 4188) is a specialty materials group with an unwavering commitment to lead with innovative solutions to achieve KAITEKI, the well-being of people and the planet. We bring deep expertise and material science leadership in core market segments such as mobility, digital, medical and food. In this way, we enable industry transformation, technology breakthroughs, and longer, more fruitful lives for us all. Together, around 70,000 employees worldwide provide advanced chemistry-based solutions to deliver the core elements of our slogan — “Science. Value. Life.”

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Additive Manufacturing

Teledyne Relays Unveils Innovative Multi-Function Timer Series

Teledyne Relays, Inc. | January 29, 2024

Teledyne Relays, a leading provider of cutting-edge relay solutions, introduces its new Multi-Function Timer product series, showcasing the company's commitment to delivering advanced, reliable, and versatile solutions for the industrial automation sector. Teledyne Relays Multi-Function Timer MFT series is a state-of-the-art solution designed for a wide variety of applications that demand precise timing control. The user-friendly design features three potentiometers for easy selection of timing functions and ranges, while the LEDs provide at-a-glance feedback of timing and relay status. The MFT series also features 7 selectable timing functions for a wide variety of applications Timing ranges from 0.1 seconds up to 100 hours Compact 17.5mm housing preserves valuable panel space Supply Voltages: 24VDC & 24-240VAC OR 12-240VAC/DC 5A SPDT output relay Engineered with the needs of electrical engineers, panel builders, and automation engineers in mind, these timers find application in various industries, including but not limited to Industrial Automation Manufacturing Process Control Systems HVAC and Refrigeration Agriculture and Irrigation Power Distribution “With the new Multi-Function Timer series, Teledyne Relays continues to lead in providing reliable and versatile solutions for industrial automation, ensuring precise timing control,” said Michael Palakian, Vice President of Global Sales and Marketing at Teledyne Relays. The Multi-Function Timer series from Teledyne Relays ensures precise timing control, offering unparalleled reliability across diverse applications and is available for ordering from Teledyne Relays or an authorized distributor. About Teledyne Relays Teledyne Relays is a world leader in high-performance coaxial switches, electromechanical, and solid-state relays, offering a wide range of solutions for various applications in the aerospace and defense, telecommunications, test and measurement, and industrial markets. With over 60 years of experience, Teledyne Relay has established a reputation for quality, reliability, and customer service excellence. About Teledyne Defense Electronics Serving Defense, Space and Commercial sectors worldwide, Teledyne Defense Electronics offers a comprehensive portfolio of highly engineered solutions that meet your most demanding requirements in the harshest environments. Manufacturing both custom and off-the-shelf product offerings, our diverse product lines meet emerging needs for key applications for avionics, energetics, electronic warfare, missiles, radar, satcom, space and test and measurement.

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Manufacturing Technology

MaxLinear Launches Product Design Kit for Active Electrical Cables Using Keystone PAM4 DSP

MaxLinear | February 02, 2024

MaxLinear, Inc. a leading provider of high-speed interconnect ICs enabling data center, metro, and wireless transport networks, announced the availability of a comprehensive product design kit (PDK) to optimize performance and accelerate the time to market for high-speed Active Electrical Cables (AEC) using MaxLinear’s 5nm PAM4 DSP, Keystone. The PDK is a cost-cutting and time-saving tool for cable manufacturers who want to quickly integrate Keystone into their active electrical cables. MaxLinear’s Keystone PAM4 DSP offers a significant power advantage in AEC applications, which is increasingly becoming a critical factor for hyperscale data centers. The use of 5nm CMOS technology enables designers and manufacturers to build high-speed cables that meet the need for low power, highly integrated, high performance interconnect solutions that will drive the next generation of hyperscale cloud networks. Manufacturers taking advantage of MaxLinear’s PDK to optimize cable designs using Keystone PAM4 DSP will gain a distinct advantage over competitor solutions when trying to maximize reach and minimize power consumption. The PDK makes Keystone easy to integrate with strong applications support, multiple tools to optimize and monitor performance, and reference designs (SW and HW) to accelerate integration. Sophisticated software allows for quick design optimization for the lowest possible power consumption and maximizing cable reach. Cable designers can constantly monitor performance, route signals from any port to any port, and take advantage of hitless firmware upgrades. “MaxLinear is focused on providing not only industry-leading interconnect technologies but also a comprehensive suite of tools to support our manufacturing and design partners,” said Drew Guckenberger, Vice President of High Speed Interconnect at MaxLinear. “Our development kit for our Keystone products provides them with a path to take products to market more quickly and more cost-effectively.” Active electrical cables (AECs) are revolutionizing data center connections. Unlike passive cables, they actively boost signals, allowing for longer distances (up to 7 meters for 400G), higher bandwidth, and thinner, lighter cables. This makes them ideal for high-speed applications like top-of-rack connections (connecting switches to servers within the same rack); direct digital control (enabling flexible interconnectivity within racks and across rows); and breakout solutions (splitting high-speed connections into multiple lower-speed channels). The high-speed interconnect market – which includes active optical cables, active electrical cables, direct attach copper cables, and others – is expected to grow to $17.1B by 2028, up from $10.7B in 2021 according to a market forecast report from The Insight Partners. The Keystone Family The Keystone 5nm DSP family caters to 400G and 800G applications, featuring a groundbreaking 106.25Gbps host side electrical I/O, aligning with the line side interface rate. Available variants support single-mode optics (EML and SiPh), multimode optics and Active Electrical Cables (AECs), offering comprehensive solutions with companion TIAs. Host side interfaces cover ethernet rates of 25G, 50G, and 100G per lane over C2M, MR, and LR host channels. The line side interfaces, tailored for 100G/λ DR, FR, and LR applications, also support these rates. These devices boast extensive DSP functionality, encompassing line-side transmitter DPD, TX FIR, receiver FFE, and DFE. With exceptional performance and signal integrity, these DSPs occupy a compact footprint (12mm x 13mm), ideal for next-gen module form-factors like QSFP-DD800 and OSFP800. Additionally, they are available as Known Good Die (KGD) for denser applications, such as OSFP-XD. About MaxLinear, Inc. MaxLinear, Inc. is a leading provider of radio frequency (RF), analog, digital, and mixed-signal integrated circuits for access and connectivity, wired and wireless infrastructure, and industrial and multimarket applications. MaxLinear is headquartered in Carlsbad, California. MaxLinear, the MaxLinear logo, any other MaxLinear trademarks are all property of MaxLinear, Inc. or one of MaxLinear's subsidiaries in the U.S.A. and other countries. All rights reserved.

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Smart Factory

PsiQuantum, Mitsubishi UFJ Financial Group and Mitsubishi Chemical Announce Partnership to Design Energy-Efficient Materials on PsiQuantum’s

PsiQuantum | January 30, 2024

PsiQuantum and Mitsubishi UFJ Financial Group announced that they are beginning work with Mitsubishi Chemical Group on a joint project to simulate excited states of photochromic molecules which have widespread industrial and residential potential applications such as the development of smart windows, energy-efficient data storage, solar energy storage and solar cells, and other photoswitching use cases. Qlimate, a PsiQuantum-led initiative that includes MUFG as a partner, focuses on using fault-tolerant quantum computing to crack the most challenging computational problems and accelerate the development of scalable breakthroughs across climate technologies, including more energy-efficient materials. Mitsubishi UFJ Financial Group (MUFG) is committed to supporting the world’s transition to a sustainable future, and to encourage industry access to the most promising breakthrough technologies. By pioneering PsiQuantum’s Qlimate solutions with industry leader Mitsubishi Chemical, MUFG is at the forefront of quantum computing for sustainability. This joint project will determine whether high-accuracy estimates of excited state properties are feasible on early-generation fault-tolerant quantum computers, specifically focusing on diarylethenes used for energy-efficient photoswitching applications. The project will allow Mitsubishi Chemical to gain early insights into how and when fault-tolerant quantum computing can be deployed in support of critical, scalable, sustainable materials. Because predicting the optical properties of materials requires complex analysis of excited states, standard algorithmic techniques for simulating these molecules (such as the Density Functional Theory, or DFT) often produce qualitatively incorrect results. The project will bring together Mitsubishi Chemical’s deep experience of computational chemistry and PsiQuantum’s leading expertise in fault-tolerant quantum computing to push the boundaries of approaching the complex physics in these systems and pave the way to developing new, more powerful energy-efficient photonic materials. Philipp Ernst, Head of Solutions at PsiQuantum, said: “PsiQuantum has dedicated teams who identify, describe and solve complex problem sets with best-in-class quantum algorithms. These are designed specifically to run on fault-tolerant quantum computers and will tackle previously-impossible computational challenges. This partnership will leverage our team’s unique know-how and Mitsubishi Chemical’s expertise in photochromic materials. We are grateful for MUFG’s visionary support in our mission to deploy high-impact quantum computing solutions to fight climate change.” Suguru Azegami, Managing Director, Sustainable Business Division, MUFG said: “We are excited to partner with PsiQuantum and Mitsubishi Chemical on our journey to explore possibilities of quantum computing technologies to solve the imminent global challenge. PsiQuantum’s vision to develop the first utility scale quantum computer before the end of the decade has inspired us, which led our initiative to participate in the Qlimate partnership as the first and sole member from Japan. Mitsubishi Chemical is leading efforts to use the cutting-edge technology to develop next generation materials and we are honored to support the company as its long term financial partner.” Qi Gao, Senior Chief Scientist, Mitsubishi Chemical said: “We are pleased to be part of the partnership and are grateful for MUFG’s support. Mitsubishi Chemical’s over 40 years background in computational chemistry and PsiQuantum’s domain specific knowledge for quantum control is a great fit with the collaboration effort of improving calculation accuracy on quantum device. We hope the partnership will accelerate the innovation of revolutionizing computational studies in chemistry and materials science.” About PsiQuantum PsiQuantum is a private company, founded in 2015 and headquartered in Palo Alto, California. The company’s only mission is to build and deploy the world’s first useful, large-scale quantum computer. Many teams around the world today have demonstrated prototype quantum computing systems, but it is widely accepted that much larger systems are necessary in order to unlock transformational applications across drug discovery, climate technologies, finance, transportation, security & defense and beyond. PsiQuantum’s photonic approach enables rapid scaling via direct leverage of high-volume semiconductor manufacturing and cryogenic infrastructure. The company is partnered with the SLAC National Accelerator Laboratory at Stanford University and Sci-Tech Daresbury in the United Kingdom. About Mitsubishi UFJ Financial Group, Inc. (MUFG) Mitsubishi UFJ Financial Group, Inc. (MUFG) is one of the world’s leading financial groups. Headquartered in Tokyo and with over 360 years of history, MUFG has a global network with approximately 2,000 locations in more than 50 countries. The Group has about 160,000 employees and offers services including commercial banking, trust banking, securities, credit cards, consumer finance, asset management, and leasing. The Group aims to “be the world’s most trusted financial group” through close collaboration among our operating companies and flexibly respond to all of the financial needs of our customers, serving society, and fostering shared and sustainable growth for a better world. MUFG’s shares trade on the Tokyo, Nagoya, and New York stock exchanges. About the Mitsubishi Chemical Group Corporation Mitsubishi Chemical Group Corporation (TSE: 4188) is a specialty materials group with an unwavering commitment to lead with innovative solutions to achieve KAITEKI, the well-being of people and the planet. We bring deep expertise and material science leadership in core market segments such as mobility, digital, medical and food. In this way, we enable industry transformation, technology breakthroughs, and longer, more fruitful lives for us all. Together, around 70,000 employees worldwide provide advanced chemistry-based solutions to deliver the core elements of our slogan — “Science. Value. Life.”

Read More

Additive Manufacturing

Teledyne Relays Unveils Innovative Multi-Function Timer Series

Teledyne Relays, Inc. | January 29, 2024

Teledyne Relays, a leading provider of cutting-edge relay solutions, introduces its new Multi-Function Timer product series, showcasing the company's commitment to delivering advanced, reliable, and versatile solutions for the industrial automation sector. Teledyne Relays Multi-Function Timer MFT series is a state-of-the-art solution designed for a wide variety of applications that demand precise timing control. The user-friendly design features three potentiometers for easy selection of timing functions and ranges, while the LEDs provide at-a-glance feedback of timing and relay status. The MFT series also features 7 selectable timing functions for a wide variety of applications Timing ranges from 0.1 seconds up to 100 hours Compact 17.5mm housing preserves valuable panel space Supply Voltages: 24VDC & 24-240VAC OR 12-240VAC/DC 5A SPDT output relay Engineered with the needs of electrical engineers, panel builders, and automation engineers in mind, these timers find application in various industries, including but not limited to Industrial Automation Manufacturing Process Control Systems HVAC and Refrigeration Agriculture and Irrigation Power Distribution “With the new Multi-Function Timer series, Teledyne Relays continues to lead in providing reliable and versatile solutions for industrial automation, ensuring precise timing control,” said Michael Palakian, Vice President of Global Sales and Marketing at Teledyne Relays. The Multi-Function Timer series from Teledyne Relays ensures precise timing control, offering unparalleled reliability across diverse applications and is available for ordering from Teledyne Relays or an authorized distributor. About Teledyne Relays Teledyne Relays is a world leader in high-performance coaxial switches, electromechanical, and solid-state relays, offering a wide range of solutions for various applications in the aerospace and defense, telecommunications, test and measurement, and industrial markets. With over 60 years of experience, Teledyne Relay has established a reputation for quality, reliability, and customer service excellence. About Teledyne Defense Electronics Serving Defense, Space and Commercial sectors worldwide, Teledyne Defense Electronics offers a comprehensive portfolio of highly engineered solutions that meet your most demanding requirements in the harshest environments. Manufacturing both custom and off-the-shelf product offerings, our diverse product lines meet emerging needs for key applications for avionics, energetics, electronic warfare, missiles, radar, satcom, space and test and measurement.

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