Solar Energy
Solar awnings over parking lots help companies and customers

The number of people who own electric vehicles (EVs) is increasing, but they face a conundrum: Unlike those who own gasoline-burning cars, EV owners can’t just pop down to the corner gas station for a fill-up. Particularly in rural areas, charging stations can be few and far between.
Joshua Pearce, Richard Witte Endowed Professor of Materials Science and Engineering and professor of electrical and computer engineering at Michigan Technological University, hopes to change that.
In a model outlined in a paper in the journal Renewable Energy, Pearce and his co-author, graduate student Swaraj Sanjay Deshmukh, note the untapped potential of retail parking lot solar photovoltaic awnings.
The study investigates the energy-related benefits of developing EV charging stations powered with solar photovoltaic (PV) canopies built into the parking infrastructure of large-scale retailers like Walmart.
The case study shows such canopies could generate a potential of 3.1 megawatts per Walmart supercenter in the U.S., providing solar electricity for approximately 100 EV charging stations. Across the country, Walmart could deploy 11.1 gigawatts of solar canopies over parking lots to provide more than 346,000 EV charging stations with solar electricity for their customers. Such a fleet of solar awnings would cover the needs of 90% of the American public living within 15 miles of a Walmart – just about as prevalent as the corner gas station.
This model could be adopted by any box store because they have a competitive advantage of stand-alone EV charging stations. Solar electricity for EV charging could be made at a profit, solving community charging challenges. The results indicate store owners could increase store selection and profit by providing free PV-EV charging for their customers with four key benefits:
+ Increasing customer comfort by providing shading and precipitation shelter.
+ A path for green consumerism.
+ Incentive for preferential shopping for owners of plug-in hybrid electric vehicles and EVs.
+ Increase shopping time and money spent at the store to enable more charging.
“The electric car powerhouse Tesla is now the most valuable automobile company in the world, and the more experienced auto manufacturing giant GM has announced gas and diesel vehicles will be extinct by 2035. It is clear EV growth will continue to accelerate,” Pearce said.
Retailers have an opportunity to leverage the stranded asset of their parking lots for profit from preferential store selection by the growing army of EV owners. Fast-moving retailers that make the investment in solar canopies and EV charging stations will attract early EV adopters and reap the most profit.”
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Solar Energy
New system offers early warning of dust storms to protect solar power output

New system offers early warning of dust storms to protect solar power output
by Simon Mansfield
Sydney, Australia (SPX) Apr 10, 2025
A new predictive platform called iDust is poised to transform dust storm forecasting and improve solar energy output in dust-prone regions. Developed by researchers at the Chinese Academy of Sciences, iDust offers high-resolution, fast-turnaround dust forecasts that could help mitigate power losses across solar farms, particularly in arid zones.
The tool was created under the leadership of Dr. Chen Xi from the Institute of Atmospheric Physics and detailed in the Journal of Advances in Modeling Earth Systems (JAMES).
“Dust storms not only block sunlight but also accumulate on solar panels, decreasing their power output.” said Chen, outlining the motivation behind the project. With China’s rapid expansion of solar installations in desert areas, the need for precise and timely dust forecasts has become increasingly urgent to avoid operational disruptions and revenue shortfalls.
Traditional systems like those from the European Centre for Medium-Range Weather Forecasts (ECMWF) often lack the spatial resolution and processing speed needed for optimal solar planning. iDust addresses these limitations by embedding dust-related dynamics directly into its forecast engine. This allows the system to generate forecasts with 10-kilometer resolution-a fourfold improvement over previous models-while maintaining near-parity in computational load. Crucially, iDust can deliver 10-day forecasts within six hours of initial observations.
The effectiveness of iDust was put to the test on April 13, 2024, when it successfully tracked a severe dust storm over Bayannur in northern China. Such storms can distort solar energy projections by as much as 25% if unaccounted for, underscoring the value of integrating dust modeling into energy planning.
Designed for practical deployment, iDust aims to assist solar facility operators and grid managers in optimizing power production and reducing losses due to airborne particulates. As China pushes toward its carbon neutrality goals, innovations like iDust will be central to achieving sustainable energy reliability.
Researchers plan to expand the system for global application, allowing other countries with desert-based solar assets to benefit from enhanced dust forecasting.
Research Report:The Efficient Integration of Dust and Numerical Weather Prediction for Renewable Energy Applications
Related Links
Institute of Atmospheric Physics, Chinese Academy of Sciences
All About Solar Energy at SolarDaily.com
Solar Energy
Going green with fluoride-enhanced perovskite solar cells

Going green with fluoride-enhanced perovskite solar cells
by Simon Mansfield
Sydney, Australia (SPX) Apr 15, 2025
A team of scientists from Queensland University of Technology (QUT) has unveiled a sustainable method for fabricating perovskite solar cells (PSCs) by using a fluoride-based additive in a water-only solution. This innovation replaces hazardous solvents typically used in PSC production, achieving a notable power conversion efficiency exceeding 18%.
Perovskite solar cells have emerged as a promising technology for the future of solar energy, thanks to their high efficiency and cost-effectiveness. Yet, their commercial scalability has been hindered by the environmental and health hazards posed by conventional toxic solvents used during manufacturing. While water-based methods offer a more sustainable route, they have so far underperformed in delivering high-efficiency devices.
To overcome this barrier, QUT researchers introduced lead(II) fluoride (PbF2) into the aqueous precursor mix. This additive plays a dual role: it speeds up the formation of the light-absorbing phase and aligns the crystallization process to optimize light conversion. The fluoride ions also passivate surface defects in the perovskite grains, minimizing charge loss and improving conductivity.
“With the PbF2 additive, we achieved a power conversion efficiency of 18.1%, compared to 16.3% in the control device,” said Dr. Minh Tam Hoang, a postdoctoral researcher at QUT and lead author of the study. “Even more exciting is the improved operational and environmental stability, which brings us closer to scalable, green manufacturing of PSCs.”
This advancement signals a meaningful shift in perovskite solar cell development, offering a pathway to produce efficient and durable solar modules through eco-friendly processes. The results demonstrate the value of fluoride-based chemistry in advancing both performance and sustainability in solar technologies.
The findings were published in the journal Materials Futures, underscoring the growing role of green additives in next-generation clean energy solutions.
Research Report:Lead (II) fluoride additive modulating grains growth of water-processed metal halide perovskites for enhanced efficiency in solar cells
Related Links
Songshan Lake Materials Laboratory
All About Solar Energy at SolarDaily.com
Solar Energy
Launch of AI-powered solar diagnostics platform boosts PV asset performance

Launch of AI-powered solar diagnostics platform boosts PV asset performance
by Simon Mansfield
Sydney, Australia (SPX) Apr 15, 2025
The Solar Energy Research Institute of Singapore (SERIS) at the National University of Singapore (NUS) has launched a commercial spin-off called the “PV Doctor,” marking a significant leap forward in managing and optimizing solar photovoltaic (PV) system performance. Officially unveiled on April 2, 2025, the platform leverages 15 years of R and D into the behavior of PV systems in diverse climates and aims to restore and maintain peak energy output for solar installations worldwide.
The PV Doctor combines AI-based analytics with routine monitoring and benchmark comparisons to ensure that solar assets operate at maximum efficiency. In addition to diagnostics, the service provides corrective action plans and hands-on rectification, helping system owners recover lost energy output and maximize returns on investment.
“Our mission is to ensure that every PV system under our care performs at its peak potential,” the founders stated. “By integrating deep expertise with real-time diagnostics, we can prevent losses before they escalate.”
Many PV systems are sold under the misleading premise of being maintenance-free, despite the reality that even minor oversight can result in substantial inefficiencies. Global preventable losses from underperforming systems are estimated at $10 billion annually. PV Doctor targets this gap by offering root-cause analysis and active management for both healthy and ailing systems. Its Smart O&M algorithm tracks performance in real-time, detecting anomalies before they degrade output.
Initially trialed by SERIS across Asia, the Smart O&M services quickly proved their value. In just under a year, PV Doctor systems reached over 200 MWp of assets under management, covering 400 sites in 10 countries. In Singapore, more than 3% of all PV installations are already being managed by the platform.
PV Doctor’s capabilities are structured around six core services:
1. Smart O&M – This foundational offering provides real-time performance monitoring, automatic issue detection, and root-cause analysis. The system integrates seamlessly with inverter portals, using a combination of sensor inputs, satellite data, and machine learning to pinpoint losses from pollution, shading, grid disruptions, and component failures.
2. Preventive O&M – For owners seeking a passive role, this service delivers scheduled maintenance, inspections, and early fault resolution, ensuring systems remain operational without owner involvement.
3. Rectification and Special Investigations – PV Doctor tackles complex issues such as potential-induced degradation or mechanical defects, especially common in low-tilt systems near the equator. Thorough diagnostics precede tailored interventions to restore full performance.
4. Repowering – Older or obsolete systems can be upgraded with the latest high-efficiency modules and inverters. Repowering revitalizes aging assets, increases output, and prolongs operational lifespan.
5. Audits and Performance Assessments – Independent third-party assessments support transactions and compliance needs. PV Doctor uses thermal imaging, satellite-derived irradiance, and electrical testing to deliver objective performance evaluations.
6. Technical Support – Beyond system operations, the platform assists stakeholders across the solar value chain with project planning, risk analysis, component selection, and due diligence for acquisitions.
PV Doctor positions itself as an essential partner for solar developers, asset managers, EPC firms, and investors, offering scalable solutions from residential systems to large-scale solar farms.
Related Links
National University of Singapore
All About Solar Energy at SolarDaily.com
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