machine learning

Honeywell Protonium uses machine learning to optimize the design and operation of green hydrogen projects. Aternium, a US-based large-scale clean hydrogen producer, will deploy the technology at its planned Mid-Atlantic Clean Hydrogen Hub.

Real-time data visibility is the most crucial aspect of modern supply chain management. Companies should utilize Internet of Things (IoT) devices, blockchain technology and cloud-based platforms to monitor their global supply chain networks. This gives key details on inventory levels, manufacturing progress, and shipping schedules.

Using a range of machine-learning techniques, a group of scientists found that PV systems can significantly increase the value of a property in the United Kingdom. The analysis was based on property data from Zoopla, one of the leading providers of UK property listings, and price paid data sourced from the government’s Land Registry from 2012-2018.

Data analytics and digital process support in solar plant operation and maintenance delivers unmatched improvement in efficiency, while modern technology drives down development costs. It also helps service providers in ensuring sustained energy generation, long-term performance, and plant’s return on investment.

Founded in 2016, Prescinto Technologies is an industrial internet of things solution provider to the solar sector. After two years, Prescinto has found a footing in 13 countries across 4 GW of solar plant capacity. Backed by Gensol Group’s engineering experience across 20 GWs of renewable projects, Prescinto is able to transform that knowledge into code and empowers plants ‘onboarded’ on its platform.

Some manufacturers have started to bring self-learning algorithms and artificial intelligence into their monitoring systems and have indicated this in our market overview. In this way, they seek to reduce the personnel costs of O&M service providers. Although humans still have the upper hand in many processes, artificial intelligence is on the rise.

Eric Daniel, Head of India at QOS Energy, speaks to pv magazine about his views on the Indian market, specifically how a fully digitalized solar O&M and asset management helps enhance asset profitability.