Apr 15, 2020

US Department of Energy invests $30mn in AI

Technology
Energy Efficiency
William Girling
2 min
In a press release, the US Department of Energy (DoE) announced that it would be providing $30mn in grants for AI and machine learning (ML) research
In a

In a press release, the US Department of Energy (DoE) announced that it would be providing $30mn in grants for AI and machine learning (ML) research.

Focusing on the utilisation of these two technologies for both scientific and complex managerial purposes, the DoE’s interest stems from the advanced opportunities presented by both for modelling and simulation.

Additionally, the Department is also interested in the heightened decision-making abilities that AI could grant to vital infrastructural services, such as cybersecurity and power-grid resilience: functions which require real-time reactions and post-incident analysis. 

Recognising the future of energy

Although AI and ML are already being used by several industries for automation and analytical purposes, the energy sector arguably has more to gain through careful integration with existing infrastructure: optimised energy, enhanced safety and lower costs.

“Both AI and ML are among the most powerful tools we have today for both advancing scientific knowledge and managing our increasingly complex technological environment,” said Paul Dabbar, Under Secretary for Science.

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“This foundational research will help keep the United States in the forefront as applications for ML and AI rapidly expand, and as we utilize this evolving technology to solve the world’s toughest challenges such as COVID-19.”

As such, the DoE is accepting applications from national labs, universities, non-profit organisations and private enterprises currently researching in these fields. The $30mn will be split amongst successful applicants, who will need to present to a panel of peers.

An ongoing investment

This latest announcement seems to be a continuation of the DoE’s pledge last year to lobby Congress for $3bn to $4bn in funding to accelerate the development of the nation’s supercomputers. 

Far from being a trivial or frivolous request, the needed investment is practically essential to ensuring that the department can adequately function; the advancement of technology has meant voluminous quantities of data are gathered every day. 

“We generate almost unimaginable amounts of data, petabytes per day,” said Chris Fall, Director of the DoE’s Office of Science. In his opinion, having access to AI-powered analytics would fundamentally alter the way in which the department runs. 


In the same article by publication Science, Jeff Nichols, associate lab director at Oak Ridge National Laboratory, Tennessee, added, “AI won’t replace scientists, but scientists who use AI will replace scientists who don’t.”

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Apr 23, 2021

Drax advances biomass strategy with Pinnacle acquisition

Drax
Biomass
Sustainability
BECCS
Dominic Ellis
2 min
Drax is advancing biomass following Pinnacle acquisition it reported in a trading update

Drax' recently completed acquisition of Pinnacle more than doubles its sustainable biomass production capacity and significantly reduces its cost of production, it reported in a trading update.

The Group’s enlarged supply chain will have access to 4.9 million tonnes of operational capacity from 2022. Of this total, 2.9 million tonnes are available for Drax’s self-supply requirements in 2022, which will rise to 3.4 million tonnes in 2027.

The £424 million acquisition of the Canadian biomass pellet producer supports Drax' ambition to be carbon negative by 2030, using bioenergy with carbon capture and storage (BECCS) and will make a "significant contribution" in the UK cutting emissions by 78% by 2035 (click here).

Drax CEO Will Gardiner said its Q1 performance had been "robust", supported by the sale of Drax Generation Enterprise, which holds four CCGT power stations, to VPI Generation.

This summer Drax will undertake maintenance on its CfD(2) biomass unit, including a high-pressure turbine upgrade to reduce maintenance costs and improve thermal efficiency, contributing to lower generation costs for Drax Power Station.

In March, Drax secured Capacity Market agreements for its hydro and pumped storage assets worth around £10 million for delivery October 2024-September 2025.

The limitations on BECCS are not technology but supply, with every gigatonne of CO2 stored per year requiring approximately 30-40 million hectares of BECCS feedstock, according to the Global CCS Institute. Nonetheless, BECCS should be seen as an essential complement to the required, wide-scale deployment of CCS to meet climate change targets, it concludes.

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