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Acciona invests in key machine learning tools for tunnel construction

BARCELONA, July 18, 2023

Global infrastructure major Acciona said it has become a lead investor in SAALG Geomechanics, an engineering startup headquartered in Barcelona, Spain, that predicts real ground movement during the entire construction cycle with a large volume of data. 
 
Acciona, as strategic partner, will allow SAALG Geomechanics to apply its Daarwin analysis software to the field of tunneling, in which the group has extensive experience, as it has a dozen tunnel-boring machines (TBMs) currently operating in different projects of high complexity around the globe.
 
According to industry experts, currently, more than 30% of tunnel construction projects worldwide experience geotechnical difficulties that lead to cost overruns or delays, with an average additional cost that can reach more than 55% of the original budget. 
 
The new functionalities of the Daarwin software, based on machine learning algorithms, make it possible to predict a TBM's forward speed, detect geotechnical anomalies in advance, assist TBM pilots in optimizing tunneling phases, and gather information for use in future projects. 
 
The new functionalities of this solution, which represents a significant increase in safety, efficiency and sustainability, are the first step towards the autonomous TBM.
 
The TBMs have emerged as the safest tunneling method in a context of technological advances in geotechnical engineering, improving working conditions inside tunnels and the use of ventilation systems, among other developments.
 
Acciona has broken several world records with TBMs and has helped to place this machine at the center of tunnel engineering. The TBM used at the Dubai Metro Route 2020 that bored through the hard sand to connect the residential area of Discovery Gardens with the industrial area of Dubai Investment Park, completed the 3.2 km of tunnel in a record 7 months –with a maximum peak of 37m of advance in one single day–. This fact can give an idea of how amazingly efficient the works were performed.  
 
The technology company has raised €3.65 million through an operation partially funded by the European Commission's EIC Accelerator programme, in a mixed model of capital investment and subsidies, with Acciona as lead investor and Credit Andorrà as financial supporter. 
 
SAALG Geomechanics aims to subsequently raise new capital to reach €5 million.
 
Since its creation in 2016, the Spanish startup has been involved in more than 50 civil engineering, large building and mining projects worldwide: tunnels, large excavations and roads in more than 15 countries. 
 
Since 2020, its Daarwin software is being used, for example, as a strategic innovation tool for the UK’s High-Speed Two (HS2) project, the largest European high-speed rail infrastructure project. 
 
"For Acciona, this bet on SAALG Geomechanics is a success story for its open innovation program called I'MNOVATION," said a company spokesman.
 
"Through this initiative, the company gives startups the opportunity to collaborate on real projects by applying their innovative solutions for the progress of society and environmental protection," he stated. 
 
"SAALG was one of the companies that decided to apply for the program and, after a successful pilot project in direct collaboration with the business teams, Acciona has decided to invest in it. This investment confirms the company's commitment to innovation and the entrepreneurial ecosystem," he added.
 
Acciona is a global company and a leader in the provision of regenerative solutions for a decarbonized economy. Its business offer includes renewable energy, water treatment and management, eco-efficient transportation and mobility systems, resilient infrastructures.



Tags: Acciona | Machine learning | tunnel construction |

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