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New machine learning method accurately predicts battery state of health
Researchers from the Smart Systems Group at Heriot-Watt University in Edinburgh, UK, working together with researchers from the CALCE group at the University of Maryland in the US, have developed a new method to estimate battery health irrespective of operating conditions and battery design or chemistry, by feeding artificial intelligence (AI) algorithms with the raw battery voltage and current operational data.
A paper describing the method is published in the journal
Nature Machine Intelligence.
In the reported study, the team designed and evaluated a machine learning pipeline for estimation of battery capacity fade a metric of battery health on 179 cells cycled under various conditions. The pipeline estimates battery state of health (SOH) with an associated confidence interval by using two parametric and two non-parametric algorithms. Using segments of charge voltage and current curves, the pipeline engin
PARIS and MONTREAL, Dec. 14, 2020 (GLOBE NEWSWIRE)
Servier, an international pharmaceutical company, announces the opening of a worldwide Artificial Intelligence (AI) Hub in Montreal, in partnership with Centech, a deep-tech business incubator recognized as one of the most successful university incubators in the world.
The creation of Servier’s Artificial Intelligence Hub occurs within the framework of the ambitious digital transformation project undertaken by the Group, as they are convinced of the key position that digitalization must have in their activities, and the growing role of artificial intelligence in serving patients’ health needs and in the functioning of organizations.
The hub will be the first international AI unit for the Servier Group. It will be set up by Centech within their existing open innovation platform, Collision Lab, and will complete the creation of a data team across the group, aimed in particular at developing initiatives in the field of AI.
The Servier Group opens a worldwide Artificial Intelligence Hub in Montreal, in partnership with Centech
PARIS and MONTREAL, Dec. 14, 2020
Servier, an international pharmaceutical company, announces the opening of a worldwide Artificial Intelligence (AI) Hub in Montreal, in partnership with Centech, a deep-tech business incubator recognized as one of the most successful university incubators in the world.
The creation of Servier’s Artificial Intelligence Hub occurs within the framework of the ambitious digital transformation project undertaken by the Group, as they are convinced of the key position that digitalization must have in their activities, and the growing role of artificial intelligence in serving patients’ health needs and in the functioning of organizations.