100 MW wind farm uses AI to avoid negative prices, improve financial returns.
On July 10th, a wind farm equipped with Artificial Intelligence software successfully navigated a wave of negative wholesale energy prices in Australia, demonstrating the power of AI to enhance the performance of clean energy assets.
Tilt Renewables' 100 MW Snowtown 1 Wind Farm was enabled with AI software in July and self-executed a "precision trading" strategy that has already clearly increased total revenue from
the wind farm by precisely bidding its way through a wave of extreme volatility and negative
prices in South Australia.
"We couldn't be more excited with the bidding system's performance at Snowtown right out of
the gate," said Deion Campbell, Chief Executive of Tilt Renewables. "AI software gives us an
edge to manage risk and improve margins in energy markets that are becoming more
challenging with high penetrations of renewable generation. Being an early adopter of
innovation like this demonstrates Tilt Renewables' leading approach to renewable asset
management and we look forward to applying this technology to other assets shortly."
The AI software used by Tilt Renewables' wind farm was developed by AMS, a San Francisco-based start-up founded by veterans of California's clean energy industry. AMS's chief
executive officer, Susan Kennedy, started the company with the backing of A-List investors,
including former California Governor Arnold Schwarzenegger, whose groundbreaking
policies to reduce carbon emissions sparked billions of dollars of investment in solar, wind,
battery storage and other clean energy technologies. AMS's optimized bidding software is
technology agnostic, and substantially increases the revenues of storage, wind, solar and
other generation assets in wholesale electricity markets.
"This time, artificial intelligence is being used to save the planet," Schwarzenegger said. "If
we're going to address climate change, we need to build renewable energy on a massive scale.
Electric grids around the world can't handle renewable energy on a massive scale without AI."
"Every region of the globe is experiencing the challenges of integrating solar, wind, and
electric vehicles into electric grids that were designed for coal and gas," Kennedy said. "As
renewable penetration grows, market volatility will increase. Assets need to be smart, fast
and able to accurately predict the forces impacting the electric grid."
Kennedy founded AMS in 2014 bringing together energy market experts to develop a
software platform that can help California cost effectively integrate the huge amounts of
solar, wind, and distributed generation installed as a result of California's aggressive clean
energy policies over the last decade. AMS' first projects using battery storage include a
groundbreaking fleet of Hybrid-Electric Buildings that delivered more than 2,000 MWh of
flexible capacity for one of California's largest utilities as part of a 70 MW/360 MWh "virtual
power plant". In 2018, AMS expanded to Australia where high penetrations of solar and wind
have stressed the electric grid, causing wild swings in wholesale energy prices. In an effort to
tame prices and smooth energy supplies, Australia began installing large-scale batteries,
including the largest battery in the world, the 100 MW Hornsdale Power Reserve in South
Over the last year, AMS has built a contracted pipeline of more than 2,000 MW of solar, wind,
pumped hydro and battery storage assets in the US and Australia.
The Snowtown Wind Farm sits on the Barunga and Hummocks Ranges, 170km north of
Adelaide, in South Australia. Stage 1 has been generating electricity since 2008.
COUNTRY DIRECTOR, AMS AUSTRALIA
M | +61 439 503 581
SVP EXTERNAL AFFAIRS, AMS
M | +1 439 503 581
AMS is leading the clean energy revolution with the most advanced transactive energy
platform in the world. AMS' SigmaOne√§ A.I. optimization software uses deep learning algorithms to enable strategic optimized trading of complex energy assets in competitive power markets. AMS' uniquely powerful team includes energy market experts, data scientists and technology developers that have designed, built, operated and financed some of the most complex energy assets in the world.
About Tilt Renewables:
Tilt Renewables' vision is to be a leading developer and owner of renewable energy generation in Australia and New Zealand. It owns and operates eight wind farms in Australia and New Zealand with an installed capacity of 636 MW and an additional 336 MW under construction. Tilt
Renewables also has a significant pipeline of over 3,000 MW of wind, solar and storage projects in Australia and New Zealand of which over 2,500 MW have secured the required planning approvals. To learn more about the Snowtown Wind Farm, please visit: https://www.tiltrenewables.com/assets-andprojects/Snowtown-Wind-Farm-Stage1/