Our data-driven energy future is NEAR
Our scientists are part of a data collaboration to help deliver a secure, affordable and sustainable energy future for Australia through the National Energy Analytics Research (NEAR) Program.
There’s nothing like a hot summer to put our energy systems to the test. Heatwaves and long, warm days usually mean air conditioners running at full force, and a high load on our energy supply network.
As we power our homes, businesses, cities and infrastructure across the country, streams of data on energy supply and use are simultaneously generated. Vast amounts of incredibly useful data are collected – however it’s typically stored in different formats, by different organisations, and it’s often not available to be used.
That’s all changing with the NEAR Program, funded by the Australian Government, and delivered by CSIRO in close collaboration with the Australian Energy Market Operator (AEMO).
CSIRO project leader Dr Adam Berry said the NEAR Program is the first-of-its-kind, bringing together data not previously available and publishing its own new datasets.
“In times of rapid change in the energy sector, we need rich data to plan for the energy systems of tomorrow,” says Adam.
The NEAR Program collects, integrates and enhances information about Australia’s energy use, which is then delivered to decision makers and the public through a tailored web platform.
“When we say ‘data platform’, what we really mean is a huge online warehouse,” says Adam. “NEAR contains energy consumption patterns, characteristics of buildings where we live and work, information on how we use fridges and clothes dryers, statistics about weather patterns, and much more! It’s a range of different data sources that can deliver answers to really complex energy problems. So it’s a data warehouse and a data workhorse.”
Using NEAR Program data, the research team can do things like anticipate how a 35 degree day will drive air conditioner use across an area or State and where energy supply will be most needed. Being able to marry up that sort of information with locational data on solar power generation and battery storage, for example, can assist with decisions regarding the location and priority for future energy infrastructure.
On those hot days, the NEAR Program will help identify areas of risk and provide evidence to support decisions like when to draw on reserve options or to apply ‘rolling blackouts’ if needed.
As a central platform for energy data, NEAR aims to help Australia plan and shape its energy future as it transforms through developments like the rise of distributed energy technologies. NEAR will link consumer patterns with energy sector data, to build a more complete picture of the modern Australian energy user. This will support research focused on increasing comfort and lowering costs for Australian households.
One way you can contribute to the NEAR Program and our overall understanding of household energy use is through the CSIRO Energise app. Anonymised data provided through the app provides a rich insight into household energy and appliance use. You can participate by downloading the app.
Weather station tracks heatwave and aids future climate planning
The same Ginninderra weather station that supported decades of crop breeding, also tracked our recent extreme temperatures in Canberra, and is helping us to plan for future extreme events and our changing climate.
CSIRO Ginninderra, like Canberra and much of Australia, sweltered through a heatwave in January, with a record number of days topping 40°C.
The maximum temperatures recorded at the Ginninderra weather station were typically about one degree cooler than those reported for Canberra Airport, highlighting the differences that occur across cities and peri-urban areas.
CSIRO research on the surface urban heat patterns in Canberra, identified Canberra Airport as one of the hotter parts of Canberra due to the influence of surrounding native grassland, with few trees, and large expanses of hard impervious surfaces such as tarmac, carparks and paved areas.
In line with this research, the Bureau of Meteorology (BOM) reported a Canberra Airport high of 41.6°C on Wednesday 16 January, while the peak at the Ginninderra station was 40.4°C on the same day. While BOM reported 25 days with maximums above 30°C and five days topping 40°C for Canberra Airport in January, Ginninderra recorded 22 days above 30°C and 3 days above 40°C.
Likewise, rainfall at Ginninderra for January was 49.8mm compared with the 61.2 mm recorded at the Airport. “Our rainfall readings frequently show significant variations from those at the airport,” according to CSIRO Engineer Neville Herrmann, who is responsible for maintaining the station’s equipment and software interface.
“Climate measurements at Ginninderra go back more than 50 years to the early years of CSIRO’s management,” Neville says. The maximum temperature recorded at Ginninderra since 1992 was 40.7°C on 18 January 2013, while the minimum was -6.1°C on 23 July 2018. “The station has been upgraded as new technology has become available. The instruments and electronics for the current data logging were installed in the 1980s with new equipment installed in 2008.”
A continuous hourly digital record from 1992 onwards includes:
- maximum, minimum and average temperatures
- relative humidity
- average wind speed in kilometres per hour
- total rainfall
- total solar radiation in megajoules/square metre.
Temperature and rainfall records have played an important role in CSIRO’s world-renowned breeding and development (at Ginninderra) of grain crops with characteristics such as frost, drought or disease tolerance.
The data from the weather station is stored in a CSIRO database and summarised data is available through an internal web page. Data is also available in formats suitable for input into crop and pasture models.
A pyranometer has measured ground-based solar radiation at the station for several decades. “A few companies have purchased this solar radiation data from us to help plan solar farms in the ACT region,” says Neville.
This ground-based data can be reconciled with satellite-sourced data from BOM to form a reliable picture of available solar radiation. Such information can be invaluable in urban planning and design, solar energy optimisation and the development of infrastructure to adapt to our changing climate.
In the latest State of the Climate 2018 report, BOM and CSIRO paint a consistent picture of ongoing, long-term climate change interacting with underlying natural variability. The report indicates that changes associated with increases in the frequency and intensity of heat events, fire weather and drought will affect many Australians and as a nation, we will need to plan for and adapt to these changes.
CSIRO is working in partnership with governments, industry, and the community to help Australia better prepare for and respond to extreme events. By mobilising expertise in engineering, design, agriculture, digital technology, marine and atmospheric science, hydrology and social and economic research, CSIRO is delivering practical options and solutions on a wide range of fronts.