Business context

Above is a market leader for solar photovoltaic (PV) drone inspection and software solutions, driven by high-quality drone data.

Having rapidly grown the business using human operatives to inspect vast amounts of solar health data, Above were limited from further growth as a result of labour constraints and were hungry to automate fault detection.

 

As a company on the cusp of a Series A fundraise, this adoption of artificial intelligence (AI) was deemed critical to the company’s next stage of development. It was forecast that automating the detection of faults from video data would unlock growth potential of near to £3.2m post-project.


"Our partnership with the University of Essex and Innovate UK will give us the combined expertise to take our innovative UAV technology to the next level, keeping our business at the forefront of this developing market."
Will Hitchcock CEO Above Surveying

Research solution

Above partnered with the Institute of Analytics and Data Science at Essex through a Knowledge Transfer Partnership (KTP) which brought in leading AI expertise from an Academic team led by Professor Hani Hagras and Dr Javier Andreu.

The project team pioneered the rapid processing, formatting and importing of high-resolution inspection videos from aerial video streams using machine learning classification techniques. This enabled the detection and classification of the micro-crack anomalies in the PV cells – which were sent to a dashboard to be utilized by solar farm asset managers.

The research solution also enabled human-operator feedback to reinforce the machine learning capabilities via reinforced learning.


Business value

Above became a long-term strategic partner with Essex, going on to secure further successful funding from Innovate UK for a second KTP exploring the next product evolution using digital twin technology and a Smart grant developing next generation robotic techniques to fully automate the flight of the drone.

The company have since moved into Parkside on the University's Knowledge Gateway research and technology park to be closer to academic and computer science graduate talent.

As a direct result of the KTP,  Above has realised their growth potential and recently successfully secured a Series A fundraise to further build out their AI capability and exploit its potential for growth.


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Innovate UK funding

Essex has successfully secured more Innovate UK KTP funding than any other university in the East of England or London (and we're number 1 in the UK). You could access around £150k through this program or equally partner with us on a Smart grant and secure up to £3m to work with a consortia on your project. Essex will lead the entire process and have a sector-leading track record at winning this funding. All projects are commercially driven and underpinned by world class research from Essex.

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