CAMFIL HVAC Filtration Solutions

Machine Learning Enhanced Energy Software

08.03.2021, 15:39

Machine Learning Enhanced Energy Software

Novel Automated Respond Command (ARC) energy efficiency software from Utility Team utilises AI and machine learning to optimise the cooling loads of commercial and industrial chiller plant.

Over the past six months, the company has been testing ARC across various sites in the UK and has seen the software deliver impressive reductions in electrical energy usage of between 8 and 20%. When considering that for some of these sites cooling energy consumption can account for up to 60% of the site’s total energy usage, the efficiency savings ARC delivers profoundly benefit a business’s commercial and environmental performance.

How it works

ARC is a self-learning software that decreases the energy consumption of chiller cooling systems by optimising compressor operation. The ARC software constantly monitors and logs plant output, total energy consumption, and common header temperatures. ARC then uses this data to predict what is going to happen within the plant, based on historic events under the same ambient conditions and then recommends optimal adjustments accordingly. The software constantly monitors its own performance to account for seasonal demand changes and adiabatic conditions. It is important to note that ARC does not replace the existing controls on the plant but rather uses them to optimise performance.

Why it was developed

The company describes itself as “passionate about helping businesses use less energy and create a net zero world” and “uniquely positioned to help customers realise the benefits of achieving their net zero goals”. It also adds that sustainability is a core pillar of the business and why it invested in the idea of ARC. Having identified that commercial and industrial chiller plants are often inefficient and waste energy and money, the company set about finding a solution to this challenge. The potential energy savings the ARC software solution could deliver was clear from the outset, as was the positive impact on reducing carbon emissions globally.

Who does it work for?

The scope of sectors where the ARC software solution can have a positive impact is very exciting. It has numerous real-world applications, from hospitals and educational establishments to hotels and commercial property. Wherever an organisation using commercial or industrial chiller plant, ARC can have a positive impact both commercially and environmentally. Installing the software solution could be a game-changer for many sectors, from manufacturing and warehousing to commercial buildings and data centres. Indeed, any businesses with high energy consumption driven by inefficient chiller plant. In addition to this, as the world returns to a more normal way of life throughout the remainder of 2021, ARC can deliver significant savings to businesses operating exhibition space or sporting stadia. The installation of ARC at the Ricoh Arena for Wasps Rugby has already delivered a 14% reduction in energy consumption.


“The ease and speed of installation was impressive. The solution was fitted with little impact on our day-to-day maintenance operation, which was especially important during the current COVID pandemic and the associated security protocols we have in place.

The really exciting thing about the ARC solution is that while we have already seen a reduction in energy usage, we are not yet at a point in the year when its performance will be most beneficial. As we head into the summer months and our air conditioning systems are running at their optimum, we are really looking forward to seeing the energy usage and financial savings that ARC delivers,” says Sarah Roberts, Operations Director at Wasps. 


Adam Benson, Wasps’ Chief Commercial Officer, adds: “The introduction of ARC to the Ricoh Arena has not only helped decrease our energy consumption but also delivered a meaningful commercial saving. At a time when we need to find ways to minimise expenditure, the 14% reduction in energy consumption has been a welcome boost. This has been delivered with no impact on the quality of comfort levels and helped us lessen our impact on the environment.” 


ARC delivers savings immediately.

Often with new energy efficiency solutions, there is a requirement for upfront investment on the customer’s part. ARC is a Software as a Service (SaaS) licence and delivery model. This means that there is no upfront investment required by the customer, and they see a financial saving from day one. With so many businesses hit hard by the pandemic, especially in the hospitality sector, the ARC SaaS model allows businesses to access the solution easily and benefit from the savings immediately.

Christopher Toze, Managing Director of ARC and Head of Energy Services at Utility Team, comments: “During the development process, we were excited about the anticipated energy savings ARC could deliver. Having undertaken months of real-world testing, the efficacy of ARC has exceeded all expectations.

“ARC is a fully packaged solution that is simple to install, is backed with performance guarantees and robust measurement and verification and, with an innovative Software as a Solution (SaaS) model that removes barriers to investment.

“Whilst initially launching in the UK, the ARC team has global ambitions as we believe ARC will have a significant positive impact in the fight to combat climate change by reducing the energy usage of commercial and industrial chiller plant as demand for cooling increases.”

Visit for additional information.  

CAMFIL HVAC Filtration Solutions

Staff Reporter covers the latest news, trends and opinion from the facilities management (FM) and corporate real estate (CRE) sectors. The FM market is currently estimated to be worth USD 1 trillion annually and is projected to grow at a compounded annualised rate of approximately 5% between now and 2026.

Related Articles

Back to top button

We've noticed you are using an ad blocker

Advertising helps bring you fresh independent content. Please disable the adblock plugin or settings in your web browser to access the content you are trying to reach on