AI in Real-World Robotics

While experts debate the finer points of what constitutes a true general artificial intelligence (AI) and the various steps that can get us there, it isn’t in any doubt that robots are getting smarter –and learning how to make better decisions-- thanks to various AI-related systems.

From the autonomous cars on our roads and the autonomous mobile robots in the world’s warehouses through to AI-powered machine vision systems, edge computing in manufacturing environments, and agricultural drones that can process huge amounts of data on the fly, AI greatly enhances robot performance by providing bots with intelligent decision-making capabilities based on an analysis of billions of data points coupled with neural network and deep learning strategies. Crucially, AI enables robots to be more flexible, while at the same time enhancing traceability across all types of automation processes.

Spotlight

ITW

Founded in 1912, ITW (NYSE:ITW) is a global industrial company centered on a differentiated and proprietary business model. The company’s seven industry leading segments leverage the ITW Business Model to generate solid growth with best-in-class margins and returns in markets where highly innovative, customer focused solutions are required.

OTHER ARTICLES
Engineering Tech

Detail Rebar Your Way with Allplan

Article | August 17, 2021

A typical rebar detailing office has a spread of different ages working there – from those with just a few years of experience, to staff who have been detailing rebar for decades. In many ways, this mirrors the architecture, engineering, and construction (AEC) industry itself. However, as experienced staff are so quick to produce rebar documentation, often existing ways of working remain in use long after they have been replaced with more efficient methods. After all, by using familiar workflows only new detailers require training, rather than a whole office. Yet 3D rebar detailing software provides more benefits than just quicker deliverables – the benefits to the business, as well as the entire workflow, are significant. With the right rebar CAD software, this does not have to involve a steep learning curve that staff are not ready for, either.

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Engineering Tech

How BIM helps general contractors win more business

Article | July 30, 2021

No industry in the world remains untouched by digital technology. For the architecture, engineering, and construction industry, this holds especially true. Technology is making vast improvements in the way general contractors plan and build projects, paving the way for a reimagined future. One technology in particular Building Information Modeling is leading the way. BIM is an intelligent, 3D model-based process that helps general contractors become more accurate and efficient.

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Market, Engineering Tech

3 Ways Design Will Change Post-COVID

Article | July 11, 2022

The global pandemic has affected fundamental aspects of everyone’s daily lives, from the way we work and learn to how we shop and socialize. The need for social distancing has brought about a number of changes to the public spaces used by all, such as one-way systems and temporary hand-sanitizing facilities. However, these measures are short-term fixes, often shoehorned into spaces that were not designed with social distancing in mind. The challenge for architects and designers as we move into a post-COVID future is to design for these new requirements in innovative and creative ways that still enable a sense of togetherness while maintaining physical distance – the new post-COVID architecture. These are three ways architecture might change as a result of the pandemic.

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Feature engineering in machine learning

Article | April 24, 2020

Feature engineering is the process of extracting new variables by transforming raw data to improve the predictability of a machine learning model. But feature engineering is not just this kind of simple translation of categories like names or colors into numbers. The following section includes a collection of different kinds of engineering approaches that go beyond a translation of categories into numbers and address needs such as transforming numbers into categories or filtering data points due to missing or false data.

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Spotlight

ITW

Founded in 1912, ITW (NYSE:ITW) is a global industrial company centered on a differentiated and proprietary business model. The company’s seven industry leading segments leverage the ITW Business Model to generate solid growth with best-in-class margins and returns in markets where highly innovative, customer focused solutions are required.

Related News

Engineering Tech, Construction

Comfort Systems USA Announces Acquisition

Business Wire | February 01, 2024

Comfort Systems USA, Inc. today announced that it has closed its previously announced transaction to acquire Summit Industrial Construction, LLC (“Summit”) headquartered in Houston, Texas. As previously disclosed, Summit is a specialty industrial mechanical contractor offering engineering, design-assist and turnkey, direct hire construction services of modular systems serving the advanced technology, power, and industrial sectors. Summit’s capabilities encompass a wide range of modular and site-based construction, including process piping, equipment setting, large pipe rack trestles, and related steel erection and specialty concrete work. Summit is a trusted supplier to some of the world’s largest advanced technology, power and industrial companies and is currently deployed on several major chip fabrication projects. Initially, Summit is expected to contribute annualized revenues of approximately $375 million to $400 million, and earnings before interest, taxes, depreciation, and amortization of $35 million to $40 million. In light of the amortization expense, Summit is expected to make a neutral to slightly accretive contribution to earnings per share in 2024 and 2025. Brian Lane, Comfort Systems USA’s Chief Executive Officer, commented, “We are delighted to announce the closing of our agreement to acquire Summit, an extremely capable provider of modular and other complex mechanical services. Summit brings a stellar reputation as a modular technology leader in growing end markets, including multiple ongoing and large semiconductor projects. We are happy to welcome Summit’s wonderful leadership team and excellent production and craft workers across many states, and we are confident Summit will continue to innovate and grow as a part of our network of world-class contracting companies. We are grateful that Summit has chosen to become part of Comfort Systems USA.”

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Engineering Tech, Construction

PirTano Construction acquires Powerlink Electric

PR Newswire | January 25, 2024

PirTano Construction Company, Inc. ("PirTano"), a leading Midwest-based infrastructure and utility services-focused underground construction company operating in the communications and sewer & water sectors, is pleased to announce its acquisition of Powerlink Electric ("Powerlink"). The transaction closed on November 17, 2023. Mike Piraino, President of PirTano, said, "The acquisition of Powerlink will operate as a new electrical division, and brings additional service offerings and bench strength of employees as we look forward to continuing to support our customers while capitalizing on additional opportunities." Founded in 2006 by Doug Pantle and Steve Lipinski, Powerlink Electric ("Powerlink"), is a full-service electrical and telecommunications contractor based in Vernon Hills, Illinois with an outstanding reputation in its regional marketplace and is well known for the reliability and quality of its service. Powerlink primarily focuses on commercial and industrial projects and operates in Northeastern Illinois and surrounding areas. Powerlink will continue to operate under the current leadership as a wholly owned subsidiary of PirTano. Rising Point Capital ("RPC"), commented on the transaction, "Doug and Steve have built a tremendous reputation in its marketplace. We are very excited to partner with them to help accelerate their growth and with leading a new division at PirTano."Generational Equity, a leading mergers and acquisitions advisor for privately held businesses, served as the exclusive advisor to Powerlink. Generational Equity Executive Managing Director of M&A – Central Region, Michael Goss, Stephen Dinehart, a Generational Group Authorized Affiliate, with support from Vice President, M&A, Lance Thomasson successfully closed the deal.

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Design, Mechanical and Motion Systems, Engineering Tech

SPX FLOW Launches Universal 2 ND Pump Series Designed Uniquely for Industrial Market

PR Newswire | January 29, 2024

SPX FLOW, has released the Universal® 2 ND Positive Displacement Pump (U2 ND) Series designed with industrial users in mind. The pumps offer the quality and durability the Waukesha Cherry-Burrell brand is known for while optimizing cost and suitability for the industrial market. The U2 ND series significantly expands the WCB pump range, aimed at enhancing reliability and performance across industrial applications while outperforming other pump styles, such as industrial lobe, gear or progressive cavity pumps.The design features improvements uniquely suited for industrial applications, including: Total cost of ownership: The pumps ensure a long running life, given their robust construction materials and designs tailored for each application. Because of its high volumetric efficiency, the pumps can be used to dose fluids, eliminating the need for an additional metering pump.  Efficiency: The U2 ND pump reduces slip, which occurs when fluids move backward from the liquid flow due to internal clearances. Lower slip means more efficiency, reducing the need for higher horsepower motors. Also, the series can process fluids over longer spans due to its high-pressure capability, which reduces the need for multiple pumps in these applications. Reliability: WCB is a proven and trusted global brand dating back to the 1880s. The pumps are made with durable, corrosive-resistant materials compatible with industrial environments. A robust design, equipped with industrial flanges or sanitary fittings, ensures manufacturers can choose the configuration to meet their needs.  Additionally, an extensive sales channel and domestic manufacturing footprint support this pump series, enabling quick deliveries on standardized parts across the entire Universal pump product line. The U2 ND series is complemented by the Universal Industrial 5000 series, which is tailored for users who require OEM (Original Equipment Manufacturer) seals for their industrial pumping operations. Julien Bassett, Pumps Global Product Manager: "Waukesha Cherry-Burrell has extensive experience offering pumps to customers built with their needs in mind. We wanted to expand our offerings to provide quality and durability of the SPX FLOW brand while catering to the unique needs of industrial manufacturers and their applications."

Read More

Engineering Tech, Construction

Comfort Systems USA Announces Acquisition

Business Wire | February 01, 2024

Comfort Systems USA, Inc. today announced that it has closed its previously announced transaction to acquire Summit Industrial Construction, LLC (“Summit”) headquartered in Houston, Texas. As previously disclosed, Summit is a specialty industrial mechanical contractor offering engineering, design-assist and turnkey, direct hire construction services of modular systems serving the advanced technology, power, and industrial sectors. Summit’s capabilities encompass a wide range of modular and site-based construction, including process piping, equipment setting, large pipe rack trestles, and related steel erection and specialty concrete work. Summit is a trusted supplier to some of the world’s largest advanced technology, power and industrial companies and is currently deployed on several major chip fabrication projects. Initially, Summit is expected to contribute annualized revenues of approximately $375 million to $400 million, and earnings before interest, taxes, depreciation, and amortization of $35 million to $40 million. In light of the amortization expense, Summit is expected to make a neutral to slightly accretive contribution to earnings per share in 2024 and 2025. Brian Lane, Comfort Systems USA’s Chief Executive Officer, commented, “We are delighted to announce the closing of our agreement to acquire Summit, an extremely capable provider of modular and other complex mechanical services. Summit brings a stellar reputation as a modular technology leader in growing end markets, including multiple ongoing and large semiconductor projects. We are happy to welcome Summit’s wonderful leadership team and excellent production and craft workers across many states, and we are confident Summit will continue to innovate and grow as a part of our network of world-class contracting companies. We are grateful that Summit has chosen to become part of Comfort Systems USA.”

Read More

Engineering Tech, Construction

PirTano Construction acquires Powerlink Electric

PR Newswire | January 25, 2024

PirTano Construction Company, Inc. ("PirTano"), a leading Midwest-based infrastructure and utility services-focused underground construction company operating in the communications and sewer & water sectors, is pleased to announce its acquisition of Powerlink Electric ("Powerlink"). The transaction closed on November 17, 2023. Mike Piraino, President of PirTano, said, "The acquisition of Powerlink will operate as a new electrical division, and brings additional service offerings and bench strength of employees as we look forward to continuing to support our customers while capitalizing on additional opportunities." Founded in 2006 by Doug Pantle and Steve Lipinski, Powerlink Electric ("Powerlink"), is a full-service electrical and telecommunications contractor based in Vernon Hills, Illinois with an outstanding reputation in its regional marketplace and is well known for the reliability and quality of its service. Powerlink primarily focuses on commercial and industrial projects and operates in Northeastern Illinois and surrounding areas. Powerlink will continue to operate under the current leadership as a wholly owned subsidiary of PirTano. Rising Point Capital ("RPC"), commented on the transaction, "Doug and Steve have built a tremendous reputation in its marketplace. We are very excited to partner with them to help accelerate their growth and with leading a new division at PirTano."Generational Equity, a leading mergers and acquisitions advisor for privately held businesses, served as the exclusive advisor to Powerlink. Generational Equity Executive Managing Director of M&A – Central Region, Michael Goss, Stephen Dinehart, a Generational Group Authorized Affiliate, with support from Vice President, M&A, Lance Thomasson successfully closed the deal.

Read More

Design, Mechanical and Motion Systems, Engineering Tech

SPX FLOW Launches Universal 2 ND Pump Series Designed Uniquely for Industrial Market

PR Newswire | January 29, 2024

SPX FLOW, has released the Universal® 2 ND Positive Displacement Pump (U2 ND) Series designed with industrial users in mind. The pumps offer the quality and durability the Waukesha Cherry-Burrell brand is known for while optimizing cost and suitability for the industrial market. The U2 ND series significantly expands the WCB pump range, aimed at enhancing reliability and performance across industrial applications while outperforming other pump styles, such as industrial lobe, gear or progressive cavity pumps.The design features improvements uniquely suited for industrial applications, including: Total cost of ownership: The pumps ensure a long running life, given their robust construction materials and designs tailored for each application. Because of its high volumetric efficiency, the pumps can be used to dose fluids, eliminating the need for an additional metering pump.  Efficiency: The U2 ND pump reduces slip, which occurs when fluids move backward from the liquid flow due to internal clearances. Lower slip means more efficiency, reducing the need for higher horsepower motors. Also, the series can process fluids over longer spans due to its high-pressure capability, which reduces the need for multiple pumps in these applications. Reliability: WCB is a proven and trusted global brand dating back to the 1880s. The pumps are made with durable, corrosive-resistant materials compatible with industrial environments. A robust design, equipped with industrial flanges or sanitary fittings, ensures manufacturers can choose the configuration to meet their needs.  Additionally, an extensive sales channel and domestic manufacturing footprint support this pump series, enabling quick deliveries on standardized parts across the entire Universal pump product line. The U2 ND series is complemented by the Universal Industrial 5000 series, which is tailored for users who require OEM (Original Equipment Manufacturer) seals for their industrial pumping operations. Julien Bassett, Pumps Global Product Manager: "Waukesha Cherry-Burrell has extensive experience offering pumps to customers built with their needs in mind. We wanted to expand our offerings to provide quality and durability of the SPX FLOW brand while catering to the unique needs of industrial manufacturers and their applications."

Read More

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