Fulcrum3D’s CloudCAM solar forecasting project aims to provide high accuracy short-term power forecasts utilising all-sky cameras and state-of-the-art software. The project will forecast power generated at Genex Power’s 50 MW Kidston Solar Farm in Queensland (including reduction in output from cloud cover) to reduce uncertainty in solar power generation.
A key driver for the project is to reduce causer pays charges which can be enacted when a semi-scheduled generator is unable to meet the generation target set by the Australian Energy Market Operator (AEMO) dispatch system. AEMO is now allowing semi-scheduled generators to submit their own five-minute forecasts. If these are more accurate than AEMO’s current forecasts then this should lower the causer pays penalties payable by the solar farm.
Short term forecasts are also expected to increase robustness of electricity supply and reduce costs by:
- optimising storage dispatch, demand response and other grid support technologies
- spinning reserve management
- potentially providing of Frequency Control Ancillary Service (FCAS) support
- assisting with grid connection requirements.
How the project works
The project involves:
- installing nine Fulcrum3D CloudCAMs (with logging and local processing equipment) throughout the Kidston Solar Farm
- integrating the CloudCAMs and other solar farm datasets to develop a detailed power model and provide five-minute forecasts into the AEMO system
- assessing the accuracy of these forecasts and providing a cost-benefit analysis to evaluate value to the solar farm.
Area of innovation
This will be the first time multiple CloudCAMs will be used and integrated on a single site to allow forecasting over a large solar farm.
The intended long-term outcomes of the project are to:
- directly reduce the cost of renewable energy by reducing market charges for solar farm owners / operators
- improve economics and reduce uncertainty for planned or proposed solar farms by reducing market charges and removing grid connection barriers
- increase skill, capacity and knowledge and further commercialisation of the Australian-developed CloudCAM system.
Fulcrum3D is an Australian company working to enable higher and more efficient penetration of renewables into the global energy system. The company develops, manufactures and supports world class high-tech monitoring, data science and forecasting technology for the wind and solar energy industry.
Fulcrum3D’s R&D, software development, design, assembly and testing happens in Australia and it is proud to be creating quality, high-tech Australian jobs. More than 100 GW of solar PV is now being installed annually (ref. Bloomberg New Energy Finance) so the global potential for solar generation forecasting and the leadership opportunity for Australian companies is significant.
This project will demonstrate Fulcrum3D CloudCAM, further develop its applicability and assist in global awareness of Australian technology.
A trial of forecasting technology has been launched to help predict the future output from wind and solar farms, which varies depending on the weather and time of day.Read more