Ensemble deep learning for PV cell defect detection
Researchers have tested eight stand-alone deep learning methods for PV cell fault detection and have found that their accuracy was as high as 73%. All methods were trained and tested on the ELPV benchmark dataset, which includes 2,624 electroluminescence (EL) images of PV cells.
SolarEdge launches AI-based energy management system
The controller integrates selected third-party products into the SolarEdge EMS ecosystem by connecting to a household’s internet router via the local area network (LAN). It can communicate with inverters, electric vehicle chargers, heat pumps and SolarEdge’s servers.
Norway records 148.68 MW of new solar in 2024
Norway deployed 148.68 MW of solar in 2024, pushing its cumulative installed PV capacity past 750 MW.
New rules allow VPPs to compete in Australia’s energy market from 2027
The Australian Energy Market Commission (AEMC) has released a final determination to allow virtual power plants (VPPs) to compete directly with large-scale generators in the energy market, scheduled to begin in 2027.
Germany deploys 16.2 GW of solar in 2024
Germany installed 16.2 GW of solar in 2024, bringing total PV capacity to 99.3 GW by the end of December 2024, according to the Federal Network Agency (Bundesnetzagentur).
Sierra Leone adopts financing model for private minigrid developers
Sierra Leone’s government is working with the European Union to launch a results-based financing mechanism, offering grants to private developers to build, own, and operate minigrids across the country.
How to measure industry’s carbon footprint
The IEC has launched a new portfolio of carbon footprint verification services to help build trust and credibility in companies’ commitment to monitoring and reducing their emissions.
Phnix releases PV-ready heat pumps for commercial buildings
The Chinese manufacturer said the latest version of its Phnix HeatMaster heat pump series enables seamless integration with PV arrays. The systems have a coefficient of performance of up to 5 and can reach an outlet water temperature of 75 C.
Novel MPPT tech based on salp swarm, hill climbing algorithms
Researchers have suggested to use a hybrid version of the so-called salp swarm algorithm (SSA) algorithm for maximum power point tracking in PV systems operating under highly fluctuating environmental conditions. The novel method also integrates the hill climbing algorithm, which simulates the process of climbing a mountain and reportedly helps find the best possible solution to a given problem.
New simulation tool maps existing, planned district heating networks
Researchers in Germany have developed a simulation software tool that visualizes heat flows in existing district heating networks and is capable of predicting load peaks. It can also be used to help plan and commission new grids.
