Data-driven software engineering: How to avoid common problems

In today’s digital world, data is constantly being generated, evaluated, and updated. It also plays an important role in the work of software engineers by providing accurate, actionable feedback that helps engineers understand where and how to make improvements to a product or process. Data also helps IT leaders visualize how work is being done, the quality and quantity of output, and how they can improve the lives of staff. And it's a vital part of any digital transformation.

Spotlight

HAMON

The Hamon Group is a world player in engineering & contracting (design, installation and project management). Its activities include the design, the manufacturing of critical components, the installation and the after-market sales services of: Cooling systems, Process heat exchangers, Air quality systems, Heat recovery steam generators and waste heat boilers Industrial chimneys, used in power generation, oil & gas and other heavy industries like metallurgy, glass, chemicals, etc.

OTHER ARTICLES
Market, Engineering Tech

Industrial Robots Popular for Engineering

Article | July 11, 2022

The report "Global Industrial Robot Market: Analysis by Industry, by Type, by Region, Size and Trends with Impact of COVID-19 and Forecast Up to 2026" valued the global industrial robot market at $33.90 billion in 2021 and projected it to $61.09 billion by 2026. Because of increased productivity and efficiency, lower manufacturing costs, and lower overall product purchase prices. Industry 4.0 has accelerated the development of collaborative robots and artificial intelligence (AI)-enabled robots, allowing industries to streamline processes, increase productivity, and reduce errors. Sectors are investing in robotic systems as the next generation of industrial robots becomes cheaper, autonomous, more mobile, cooperative, and adaptable. During the forecast period of 2022 to 2026, the industrial robot market is expected to grow at a CAGR of 12.50%. The Dynamics of the global industrial robot market Growth Drivers: Automation boosts productivity, raises quality, and decreases errors. Rising automation demand has increased the adoption of robots in various industries, and rising automation demand is a major market driver. The growing electronics industry, rapid installation of industrial robots, high wages, and the growing role of AI in robotics are all expected to drive growth in the industrial robot market. Challenges: The purchase and installation of robots requires significant capital investment, and the benefits provided may take many years to outweigh the initial cost. The high initial investment required for industrial robot-assisted production automation may act as a barrier to the market's growth. Other market challenges include safety concerns and privacy concerns. Trends: The development of collaborative robots, or co-bots, is a growing trend in robotics. Cobots are designed to collaborate with humans and are increasingly being used in industrial applications. Cobots use safety-rated sensors, which allow laborers to work in the same area without being harmed. Other trends that are expected to drive the growth of the engineering industry with the help of robot market during the forecasted period include the use of micro-electromechanical systems (MEMS), the rise of the cloud robotics market, next-generation tech accessories, and job opportunities in industrial robotic advancements.

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Construction

What ‘on the ground’ infrastructure delivery can expect in the year ahead

Article | July 14, 2022

While an important milestone, the remainder of Phase 2B connecting Birmingham to Leeds awaits similar backing. Delivery programmes can often become constrained by timescales associated with land acquisition, procurement and site mobilisation at the start of a project. As this legislation makes its way through Parliament, continuous and prompt delivery of the integrated route must be supported. This will enable efficiencies and benefits to be realised during both delivery and operation phases of the complete HS2 route, as well as Northern Powerhouse Rail (NPR). HS2 will provide 50% of the infrastructure for NPR; a project designed to transform the rail network in the north of England. Encouragingly, the Queen’s Speech recognised that improving existing processes can be equally conductive to positive transformation. The Planning Bill will modernise our current systems with simpler frameworks, enabling those on the ground to deliver environmental and commercial opportunities more promptly. This will also support delivery of the UK’s ambitious net zero target. While efficiencies are encouraging, the importance of public consultation, as many major infrastructure projects currently undertake from conception to completion, should not be forgotten.

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Market

'Securing the talent of the future will not be the same as the past'

Article | September 27, 2021

writing this piece, there are hundreds of thousands of vacancies in the job market and companies closing or reducing service levels because they cannot get enough people. Yet at the same time, there are also hundreds of thousands of people at home because they are still on the furlough scheme. That such a position could exist – and be correct policy - shows how the job market has been turned upside down by the pandemic. The issue of skills in the workforce has not been so critical for many years. When it comes to the workforce we need, the UK has not been growing its own for many years. That is compounded by restricted international movements from both the pandemic and changing politics. The very nature of the skills required are changing, too.

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Engineering Tech

10 simple ways to ensure a successful infrastructure project

Article | August 4, 2021

In amongst the chatter about how we can 'do' infrastructure better, there's now a growing consensus that we need to improve the way we design our interventions - 'design' in the broader sense of the word, rather than the narrow sense we tend to use as engineers. My front-end principles for better infrastructure Over the course of my career, the following front-end principles have served well to ensure we think through, before we rush in where angels fear to tread. Be clear about the purpose and the expected outcomes, and engage communities in decision-making through an effective communication strategy. Prioritise the user, aiming to offer services that are modern, effective and affordable. Seek to improve people's quality of life and support the transition to a more sustainable future, while also facilitating the functioning of the economy, enhancing productivity and accommodating growth (to the extent possible, given other competing objectives). Extract greatest value from existing infrastructure through timely maintenance, repurposing, renewal and upgrading. Seek to remove constraints and bottlenecks. Aim to make best use of data, automation, innovation and technology (including for future asset management), recognising the complexity and risks this may introduce. Recognise, analyse, mitigate and manage technical, environmental and climate risks, and complete any surveys necessary to support this. Improve governance, with robust, timely and transparent decision-making, supported by strong evidence-based planning, clear prioritisation, and best practice technical design and delivery. Seek an appropriate funding balance between 'user pays' and general taxation which incentivises behaviours in the best long-term social, economic and environmental interests. Complete well-evidenced business cases and risk assessments of proposed initiatives before embarking on projects, including financing proposals. Aim to allocate the risks identified to those best able to carry them. Facilitate collaboration between the government and business to promote delivery of the broader social, economic and environmental benefits. Clearly, there are many other issues to consider as a project develops, and the above principles may seem obvious to some, and a counsel of perfection to others, but it's surprising how many are overlooked in the rush to build.

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Spotlight

HAMON

The Hamon Group is a world player in engineering & contracting (design, installation and project management). Its activities include the design, the manufacturing of critical components, the installation and the after-market sales services of: Cooling systems, Process heat exchangers, Air quality systems, Heat recovery steam generators and waste heat boilers Industrial chimneys, used in power generation, oil & gas and other heavy industries like metallurgy, glass, chemicals, etc.

Related News

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."

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Engineering Tech

Bowman Acquires South Carolina Firm Dennis Corporation

Business Wire | October 17, 2023

Bowman Consulting Group Ltd., a national engineering services firm delivering infrastructure solutions to customers who own, develop and maintain the built environment, today announced the acquisition of Dennis Corporation (“Dennis”), a civil engineering, surveying and construction management firm headquartered in Columbia, SC. Supporting public and private sector clients, Dennis specializes in delivering general civil infrastructure planning and design; program and construction management and oversight; environmental and geotechnical services for traffic and transportation; intelligent transportation systems (ITS), aviation, water resources and public sector facilities. With a rich history of client-focused services, sustainable engineering practices and forward-thinking solutions, the firm has a proven reputation of success. Established in 2005 by current CEO Dan Dennis, the firm has grown to become one the largest locally owned engineering, surveying and construction management firms in South Carolina. All 40 technical and administrative professionals will become Bowman employees in connection with the acquisition. “Dennis Corporation embodies a culture of commitment to unparalleled client service, which aligns perfectly with our cultural values, making them a great fit for Bowman,” said Gary Bowman, chairman and CEO of Bowman. “Their focus on transportation, construction management and surveying complement recent acquisitions we’ve made, and their geographic footprint introduces us to an attractive growth market in a familiar region. We’re looking forward to getting Dan and his team onboard and integrated into our platform so we can start sharing work and growing our collective base of business through revenue synergies.” “Becoming a Bowman company begins an exciting new chapter in our proud story,” said Dan Dennis, CEO of Dennis Corporation. “Our employees are looking forward to the suite of professional development platforms available at Bowman. We’re anxious to contribute to Bowman’s work-sharing mindset and we’re excited about the opportunities we will have to expand our service offerings and increase our exposure to clients and markets.” Financed with a combination of cash, seller notes and equity, the acquisition falls within previously discussed target multiple and operating metric ranges and is expected to be immediately accretive. The Company anticipates the acquisition will initially operate at an annualized net service billing run rate of approximately $4.5 million. More detailed information on M&A activities, pipeline and guidance updates are provided in connection with scheduled quarterly and annual communications. About Bowman Consulting Group Ltd. Headquartered in Reston, Virginia, Bowman is a national engineering services firm delivering infrastructure solutions to customers who own, develop and maintain the built environment. With over 2,000 employees and more than 80 offices throughout the United States, Bowman provides a variety of planning, engineering, geospatial, construction management, commissioning, environmental consulting, land procurement and other technical services to customers operating in a diverse set of regulated end markets. Bowman trades on the Nasdaq under the symbol BWMN. About Dennis Corporation Since 2005, Dennis Corporation has operated as an engineering, survey and construction management firm committed to innovative designs, sustainable solutions and high-quality services for clients in South Carolina. The firm employs highly trained and experienced personnel who utilize the latest equipment and software for design and construction management. The construction services division has all the necessary DOT, environmental, OSF and OSE certifications and equipment required to perform field inspections and testing. Managing projects throughout the state of South Carolina, the Dennis team understands the importance of completing projects within budget and ahead of schedule. For more information on Dennis Corporation, their projects and their services, visit www.denniscorporation.com.

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Engineering Tech

EXP announces new Northern Ontario Engineering Sector

GlobeNewswire | October 12, 2023

EXP, a global engineering, architecture, design and consulting firm, has announced the establishment of a new Northern Ontario Engineering sector. The new sector will be led by EXP’s Vice President, Northern Ontario Kevin McKay. In his promoted role as sector leader, Kevin will be responsible for engineering services on critical infrastructure projects throughout Northern Ontario. Kevin will use EXP’s global footprint to nurture client relationships, promote growth, recruit talent and foster EXP’s inclusive culture. Kevin’s promotion comes amid robust infrastructure projects in Northern Ontario. “EXP is proud of its reputation for organic growth. As we continue to expand our presence across North America, we are committed to hiring and promoting team members who are client-focused, results-driven and embody EXP’s core values. Kevin’s familiarity with Northern Ontario and his exceptional leadership skills will allow EXP to support clients and communities to reach their desired outcomes,” said EXP’s President and COO Mark Dvorak. Kevin brings over 25 years of experience in strategy, planning and execution of engineering and construction projects. Throughout his career, he has been influential on transportation, building, building science, mining, water and energy projects, including the City of North Bay’s John Street Bridge Replacement, the Dufferin Aggregates’ Flamboro Quarry Expansion and the Municipality of Callander’s Wharf Rehabilitation. He has a Bachelor of Engineering degree from Laurentian University and is a member of Professional Engineers Ontario. EXP’s growth has led to the creation of an international sector, mining sector and extension of its science and technology expertise throughout North America. To continue its rapid growth across Canada, EXP will also expand its transportation market with the upcoming promotion of Vice President, Transportation, Central Canada Magdy Saaman to Sector Leader in FY25. About EXP With a mission to understand, innovate, partner and deliver, EXP provides engineering, architecture, design and consulting services to the world’s built and natural environments. Our heritage dates back to 1906, when the earliest of EXP’s predecessor companies started its engineering infrastructure practice.

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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

Bowman Acquires South Carolina Firm Dennis Corporation

Business Wire | October 17, 2023

Bowman Consulting Group Ltd., a national engineering services firm delivering infrastructure solutions to customers who own, develop and maintain the built environment, today announced the acquisition of Dennis Corporation (“Dennis”), a civil engineering, surveying and construction management firm headquartered in Columbia, SC. Supporting public and private sector clients, Dennis specializes in delivering general civil infrastructure planning and design; program and construction management and oversight; environmental and geotechnical services for traffic and transportation; intelligent transportation systems (ITS), aviation, water resources and public sector facilities. With a rich history of client-focused services, sustainable engineering practices and forward-thinking solutions, the firm has a proven reputation of success. Established in 2005 by current CEO Dan Dennis, the firm has grown to become one the largest locally owned engineering, surveying and construction management firms in South Carolina. All 40 technical and administrative professionals will become Bowman employees in connection with the acquisition. “Dennis Corporation embodies a culture of commitment to unparalleled client service, which aligns perfectly with our cultural values, making them a great fit for Bowman,” said Gary Bowman, chairman and CEO of Bowman. “Their focus on transportation, construction management and surveying complement recent acquisitions we’ve made, and their geographic footprint introduces us to an attractive growth market in a familiar region. We’re looking forward to getting Dan and his team onboard and integrated into our platform so we can start sharing work and growing our collective base of business through revenue synergies.” “Becoming a Bowman company begins an exciting new chapter in our proud story,” said Dan Dennis, CEO of Dennis Corporation. “Our employees are looking forward to the suite of professional development platforms available at Bowman. We’re anxious to contribute to Bowman’s work-sharing mindset and we’re excited about the opportunities we will have to expand our service offerings and increase our exposure to clients and markets.” Financed with a combination of cash, seller notes and equity, the acquisition falls within previously discussed target multiple and operating metric ranges and is expected to be immediately accretive. The Company anticipates the acquisition will initially operate at an annualized net service billing run rate of approximately $4.5 million. More detailed information on M&A activities, pipeline and guidance updates are provided in connection with scheduled quarterly and annual communications. About Bowman Consulting Group Ltd. Headquartered in Reston, Virginia, Bowman is a national engineering services firm delivering infrastructure solutions to customers who own, develop and maintain the built environment. With over 2,000 employees and more than 80 offices throughout the United States, Bowman provides a variety of planning, engineering, geospatial, construction management, commissioning, environmental consulting, land procurement and other technical services to customers operating in a diverse set of regulated end markets. Bowman trades on the Nasdaq under the symbol BWMN. About Dennis Corporation Since 2005, Dennis Corporation has operated as an engineering, survey and construction management firm committed to innovative designs, sustainable solutions and high-quality services for clients in South Carolina. The firm employs highly trained and experienced personnel who utilize the latest equipment and software for design and construction management. The construction services division has all the necessary DOT, environmental, OSF and OSE certifications and equipment required to perform field inspections and testing. Managing projects throughout the state of South Carolina, the Dennis team understands the importance of completing projects within budget and ahead of schedule. For more information on Dennis Corporation, their projects and their services, visit www.denniscorporation.com.

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Engineering Tech

EXP announces new Northern Ontario Engineering Sector

GlobeNewswire | October 12, 2023

EXP, a global engineering, architecture, design and consulting firm, has announced the establishment of a new Northern Ontario Engineering sector. The new sector will be led by EXP’s Vice President, Northern Ontario Kevin McKay. In his promoted role as sector leader, Kevin will be responsible for engineering services on critical infrastructure projects throughout Northern Ontario. Kevin will use EXP’s global footprint to nurture client relationships, promote growth, recruit talent and foster EXP’s inclusive culture. Kevin’s promotion comes amid robust infrastructure projects in Northern Ontario. “EXP is proud of its reputation for organic growth. As we continue to expand our presence across North America, we are committed to hiring and promoting team members who are client-focused, results-driven and embody EXP’s core values. Kevin’s familiarity with Northern Ontario and his exceptional leadership skills will allow EXP to support clients and communities to reach their desired outcomes,” said EXP’s President and COO Mark Dvorak. Kevin brings over 25 years of experience in strategy, planning and execution of engineering and construction projects. Throughout his career, he has been influential on transportation, building, building science, mining, water and energy projects, including the City of North Bay’s John Street Bridge Replacement, the Dufferin Aggregates’ Flamboro Quarry Expansion and the Municipality of Callander’s Wharf Rehabilitation. He has a Bachelor of Engineering degree from Laurentian University and is a member of Professional Engineers Ontario. EXP’s growth has led to the creation of an international sector, mining sector and extension of its science and technology expertise throughout North America. To continue its rapid growth across Canada, EXP will also expand its transportation market with the upcoming promotion of Vice President, Transportation, Central Canada Magdy Saaman to Sector Leader in FY25. About EXP With a mission to understand, innovate, partner and deliver, EXP provides engineering, architecture, design and consulting services to the world’s built and natural environments. Our heritage dates back to 1906, when the earliest of EXP’s predecessor companies started its engineering infrastructure practice.

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