Data Centre Cooling in the Age of AI and High-Density Computing
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Data Centre Cooling in the Age of AI and High-Density Computing
WWith the UK Government’s latest initiative to expand the nation’s data centre capacity, aiming to compete with superpowers like the US and Germany, the number of facilities is set to grow significantly in the coming years. At the same time, the rapid adoption of generative AI and cloud computing is driving an urgent need for data centres that are not only efficient but also resilient and future-proof.
But with this growth comes a major challenge: heat. High-density computing generates enormous amounts of it, demanding sophisticated cooling strategies. These solutions must balance technical performance with sustainability, cost, and long-term planning, making cooling one of the most critical aspects of modern data centre design.

With the rise of AI and high-performance computing, data centres are facing much higher heat densities than ever before. Traditional air cooling alone can no longer cope, which is why we’re seeing a growing shift towards liquid cooling. This trend is also reflected in the market, with more manufacturers introducing Cooling Distribution Units (CDUs) as standard solutions.
The choice of cooling system ultimately depends on the technology within each data centre. The AI boom, in particular, has accelerated the move towards liquid cooling and immersion cooling. Whilst immersion cooling has its benefits and is anticipated to see an upscale in its use going forward, concerns around cost, familiarity and limited manufacturer support have restricted its use.

Direct-to-chip liquid cooling on the other hand has seen a significant uplift in its use, particularly due to the capability of retrofitting into existing facilities, and this shift is already changing how we approach data centre design, ensuring that infrastructure is both resilient and future-ready. You can read more about the wider influence of AI on data centre design in our article The Influence of AI on Data Centre Design

Sustainability is a justified concern in data centre design, particularly given the significant energy required to operate and cool these facilities. Cooling systems alone account for a large proportion of overall consumption, which makes selecting the most efficient approach, and identifying opportunities to minimise energy use, critical for both performance and environmental impact.
Globally, there is a growing shift toward waste heat recovery. While the UK currently has no legislative requirements, the EU’s Energy Efficiency Directive (EED) already mandates that data centres over 1MW must either reuse waste heat or prove that it is not technically or economically feasible. It seems likely that similar measures will eventually be introduced in the UK. Implementing such systems will typically require additional plant to uplift temperatures to usable levels and, crucially, local heat demand, meaning not every site will be suitable.
Powering data centres is another challenge. While renewable integration is possible, a single renewable solution alone cannot realistically meet the demand of high-density facilities, particularly AI-focused ones. More promising are direct links to multiple sources of renewable generation, such as connections between data centres and nearby wind farms, helping to ensure energy use is closely matched with green generation. In Scotland, this presents a major opportunity given the country’s extensive renewable energy resources.
Scotland also offers a natural advantage in cooling. Its consistently low ambient temperatures, and designing to higher facility water temperatures available via liquid cooling, allow for extensive use of ‘free cooling’, using outside air to significantly offset or replace mechanical cooling. This can be applied directly, by filtering and circulating outdoor air into the data hall, or indirectly, by transferring heat through an exchanger. In either case, it significantly reduces energy consumption while maintaining optimal operating conditions.

Practical Considerations
Designing or upgrading data centres to ensure adequate cooling brings a number of complex challenges. One of the most significant is striking the right balance between minimising plant provision, and the associated capital costs, while still satisfying both client requirements and the accreditation standards often sought in the industry, such as Uptime Institute Tier Certification, or the CEEDA Award for energy efficiency.
Acoustics can also be a major issue, particularly when sites are close to residential or commercial properties. Cooling plant and supporting infrastructure such as generators and cooling plant can generate substantial noise, often requiring careful screening, attenuation, or alternative design solutions to comply with planning constraints.
Another critical factor is heat load testing. As data centres move towards higher capacities, the industry is shifting from small-scale load banks and towards larger-scale solutions, such as boilers, to more accurately simulate operational conditions.
Where clients plan for future growth and modular expansion this must be carefully planned from the outset. For example, integrating additional cooling plant into a live environment requires careful sequencing and, where possible, planning for downtime during system modifications, commissioning, or top-ups. This becomes especially challenging in facilities that operate 24/7 and cannot afford service interruptions, making forward planning and resilient design strategies essential.

Future Considerations
Looking ahead, cooling strategies are set to evolve rapidly alongside the growth of high-density and AI-driven data centres. Liquid cooling and CDU solutions, which are already becoming widely available from multiple manufacturers, are expected to become commonplace over the next few years, particularly as demand for AI-ready facilities continues to grow.
The pace of technological development presents a unique challenge. IT hardware is advancing so quickly that by the time a data centre project completes design, planning, and construction, the equipment it houses may already be on the verge of being outdated. This underscores the importance of designing flexible and adaptable cooling strategies that can accommodate future innovations without requiring extensive retrofits.
For data centre designers, like ourselves, and even operators, this means planning not only for current requirements but also for scalability and future technological advancements, ensuring that these facilities remain efficient, resilient, and future-proof.
If you’re looking to design or upgrade a data centre with efficient, sustainable, and future-proof cooling solutions, get in touch with our team today, or contact John Moore at [email protected]
At Wallace Whittle, we combine MEP and sustainability expertise to deliver innovative designs tailored to your specific needs.
CEEDA (2025) Datacenterdynamics.com. Available at: https://www.datacenterdynamics.com/en/ceeda/.
Commission Recommendation (EU) 2024/2395 of 2 September 2024 setting out guidelines for the interpretation of Article 26 of Directive (EU) 2023/1791 as regards the heating and cooling supply. Official Journal of the European Union, L series, 9 September. [Online]. Available at: http://data.europa.eu/eli/reco/2024/2395/oj
Energy Efficiency Directive (2023) Energy. Available at: https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficiency-targets-directive-and-rules/energy-efficiency-directive_en#energy-performance-of-data-centres.
Tier Certification Overview (2025) Uptime Institute. Available at: https://professionalservices.uptimeinstitute.com/tier-certification
Mechanical Associate Engineer, Edinburgh
Join Our Team as a Mechanical Associate Engineer in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
Mechanical Associate Engineer – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a Mechanical Associate Engineer to lead by example and to manage multiple projects by strong technical and project management capabilities, and to provide an excellent service to clients.
Sound like something you could do? Apply below.
Join Our Team as a Mechanical Associate Engineer in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
Mechanical Associate Engineer – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a Mechanical Associate Engineer to lead by example and to manage multiple projects by strong technical and project management capabilities, and to provide an excellent service to clients.
Sound like something you could do? Apply below.
Wallace Whittle Strengthens Leadership Team in England with Senior Appointment
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Wallace Whittle Strengthens Leadership Team in England with Senior Appointment
WWe have appointed Colin Preston as Business Development Director for the South of England, further strengthening our leadership team in the region.
Colin joins following the addition of the Mecserve team to the London office, bringing over 30 years’ experience across commercial, residential, retail and hospitality sectors. His background includes senior roles at WSP and Mecserve, and delivering high-profile projects for clients such as The Crown Estate, Firmdale Hotels and British Land, as well as major mixed-use schemes across Regent Street, Oxford Street and Haymarket.

Commenting on his appointment, Colin said:
“As a people-focused business that values quality and long-term partnerships, Wallace Whittle’s values align perfectly with my own. I’m excited to now build on the success the business has achieved in Scotland in the South of England. For me, it is about making the brand mean something by delivering consistency, passion and a personal touch in everything we do.”
Allan McGill, Managing Director, added:
“Along with our business growth plans for England we are delighted to welcome Colin to Wallace Whittle. Colin has joined us alongside the wider Mecserve team, however, he will be fully focused on developing and growing client relationships for the business. He will work closely with Craig Robertson, business development director for England, and Carl Saxon, regional director for South of England, in what is now a highly experienced team.”
Wallace Whittle continues to expand across England, focusing on commercial offices, mixed-use, student accommodation and emerging growth sectors, while strengthening collaboration across its UK-wide network.

As we continue to expand our presence, focusing on commercial offices, mixed-use developments, student accommodation, and emerging sectors, we are strengthening our leadership and aligning expertise across our offices to build a seamless, collaborative UK-wide network.
You can read more about our growth across England here – Scaling with Purpose: Our Vision for England – Wallace Whittle
Reach out to our England team to discuss your next project and be part of this growth.
Colin Preston, Business Development Director, South England – [email protected]
Carl Saxon, Regional Director South England – [email protected]
Peter Kirk, London Location Director – [email protected]
Darren Wright, Birmingham Location Director – [email protected]
Graduate Mechanical Engineer, Edinburgh
Join Our Team as a Graduate Mechanical Engineer in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
Graduate Mechanical Engineer – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a Graduate Mechanical Engineer to support the Senior Engineer(s)/Directors in producing robust design solutions including drawing and written deliverables with moderate supervision.
Sound like something you could do? Apply below.
Join Our Team as a Graduate Mechanical Engineer in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
Graduate Mechanical Engineer – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a Graduate Mechanical Engineer to support the Senior Engineer(s)/Directors in producing robust design solutions including drawing and written deliverables with moderate supervision.
Sound like something you could do? Apply below.
MEP Degree Apprentice, Edinburgh
Join Our Team as a MEP Degree Apprentice in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
MEP Degree Apprentice – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a MEP Degree Apprentice to take guidance from & assist Engineers & Senior Engineers by carrying out design related duties as directed. Position suitable for school leaver.
Sound like something you could do? Apply below.
Join Our Team as a MEP Degree Apprentice in Edinburgh
Why Wallace Whittle?
We are a leading provider of sustainable building services engineering across the UK and beyond, operating from 9 city-centre offices with over 180 dedicated staff members. Our reputation for quality of product and quality of service is unparalleled.
Here’s Why You’ll Actually Want to Work Here:
💰 More Money in Your Pocket
From pension top-ups to private healthcare, we have real benefits that hit your payslip.
🩺 Health Covered
Private healthcare, online GP, mental health support – sorted.
🚗 Drive Electric, Pay Less
Hybrid scheme lets you upgrade your commute without wrecking your wallet.
🕓 Work Your Way
Office, home and hybrid – we’re flexible.
☕ Office Life
Our city-centre offices are bloody brilliant, if we do say so ourselves. With top quality tech, the best coffee and a well-stocked Friday Fridge!
📈 We Invest in You
Clear career paths. We invest in real, face to face training via our WW:Academy
✈️💸 Making It Easier to Move
We offer relocation packages on some roles, and if you come direct (no recruiters, please!) we can offer a signing bonus.
🎁 Extras That Add Up
Discounts, branded work wear allowance, and more perks that actually mean something.
MEP Degree Apprentice – Edinburgh
Our Edinburgh Office is in the heart of the city, on Thistle Street, surrounded by vibrant independent shops and restaurants – it’s the place to be in the Capital, with a varied team across MEP & Sustainability based there. We’re seeking a MEP Degree Apprentice to take guidance from & assist Engineers & Senior Engineers by carrying out design related duties as directed. Position suitable for school leaver.
Sound like something you could do? Apply below.





























