Search
Close this search box.

We are creating some awesome events for you. Kindly bear with us.

New Zealand Researchers Use ML to Anticipate Geothermal Instability

Researchers from the University of Canterbury intend to understand the various ways that geothermal fields in the country can become unstable and how to identify potential risks. Geothermal energy is extracted from heat deep beneath the Earth’s surface. Due to New Zealand’s location over the boundaries of two active tectonic plates, it has multiple geothermal areas, particularly in the Taupo and Kawerau regions.

Although geothermal fields are used for energy production, minor earthquakes or hydrothermal eruptions could pose a risk to energy generation, a press statement explained. The team from the University’s Department of Civil and Natural Resources Engineering was recently awarded a five-year Ministry of Business Innovation and Employment Endeavour Fund grant to develop systems that can anticipate geothermal instability.

A researcher on the team, Dr Ardid, said that the team is harnessing insights from data collected from geyser eruptions in Yellowstone National Park in the United States. Over 10 years, seismic recordings of hundreds of eruptions at the Yellowstone geysers have been captured. The team employs machine learning to detect hidden patterns that arise before the eruptions and then transfer these into models customised to New Zealand geothermal systems.

Transfer machine learning allows researchers to look at instability in geothermal settings around the world, like Yellowstone, and then determine how the findings could apply in New Zealand. The goal of the research is to provide new monitoring systems for the geothermal industry to assist in mitigating the risks to people or the environment that are caused by small hydrothermal eruptions or earthquakes induced by geothermal activity.

The key focus of the research is on understanding the different ways that geothermal systems can become unstable – one of the classic examples is a geothermal geyser, which oscillates between stable and unstable states, Dr Ardid explained. The team will use techniques to classify, detect, and forecast these instabilities that the team had originally developed to study volcanic eruptions at Whakaari-White Island and Ruapehu.

The researcher who oversees the project noted that the aim is to help New Zealand’s geothermal industry adapt to future hazards environmental changes caused by humans and climate-change mitigation strategies like carbon sequestration.

The team believes that New Zealand’s geothermal industry has a significant role to play in Aotearoa’s low-carbon future, but the country needs to be alert to new hazards and be prepared to mitigate them. The team hopes this research will power new hazard models in New Zealand’s renewable energy sector and eventually be used internationally.

The country aims to transition to renewable electricity generation by 2030. To achieve this, the country is heavily investing in renewable energy sources such as hydro, wind, geothermal, and solar power. The government has also introduced initiatives and policies to promote renewable energy development.

Recently, OpenGov Asia reported that the University of Canterbury is exploring a seven-year project to integrate renewable energy into Aotearoa New Zealand’s electrical grid commencing in two years. It aims to turn the country’s century-old power grid into an optimum system for New Zealand’s needs by 2050. It is working closely with researchers from local and international universities and industry collaborators to share knowledge.

The project includes a proposed expanded meshed High Voltage DC (HVDC) grid to enable the transport of high volumes of power to other areas of the country. The project, Architecture of the Future Low Carbon, Resilient, Electrical Power System, or FAN, Future Architecture of the Network, received NZ$13.3 million over seven years from the Ministry of Business, Innovation and Employment (MBIE) in 2020 as part of the Strategic Science Investment Fund (SSIF) Advanced Energy Technology Platform Research Programmes.

PARTNER

Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

PARTNER

CTC Global Singapore, a premier end-to-end IT solutions provider, is a fully owned subsidiary of ITOCHU Techno-Solutions Corporation (CTC) and ITOCHU Corporation.

Since 1972, CTC has established itself as one of the country’s top IT solutions providers. With 50 years of experience, headed by an experienced management team and staffed by over 200 qualified IT professionals, we support organizations with integrated IT solutions expertise in Autonomous IT, Cyber Security, Digital Transformation, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Well-known for our strengths in system integration and consultation, CTC Global proves to be the preferred IT outsourcing destination for organizations all over Singapore today.

PARTNER

Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.

SUPPORTING ORGANISATION

SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

PARTNER

HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

PARTNER

IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.