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The impact of microclimate effects on floating PV plants

2 February 2026 at 12:46

French researchers have developed a high-resolution computational framework to model microclimate effects of large floating solar PV systems, enabling accurate predictions of heat transfer, ambient temperatures, and water evaporation based on panel configuration and wind conditions. The model can inform thermal performance, environmental impacts, and optimize designs for utility-scale floating PV, as well as ground-mounted and agrivoltaic installations.

French researchers have developed a framework to model microclimate effects of large-sized floating PV systems.

The new model can be used to determine wind-dependent convective heat transfer coefficients (CHTC), ambient temperatures, and to estimate evaporation patterns in partially covered bodies of water based on a variety tilt angles, module heights, and pitch distances.

“The main novelty of this work lies in the numerical methodology we developed, specifically an upscaling method to quantify panel-atmosphere interactions at the module scale then model the micrometeorology at the power plant scale with a relatively fine resolution of about 4 meters,” Baptiste Amiot, corresponding author of the research told pv magazine, adding that the resolution is significantly higher than others in this field.

“Applying this methodology enables us to map the thermal performance across utility-scale installations and to provide insights into local environmental effects, such as evaporative losses,” he said.

The precursor model is geometrically adaptable: tt can handle various tilt angles, mounting heights, and inter-row spacings, according to Amiot. “It is particularly well-suited for large-scale installations exposed to sufficiently windy conditions,” Amiot added.

The researchers used a computational fluid dynamics (CFD) precursor model, a microclimate CFD model supporting the PV parameterization, and an experimental survey. A wind-tunnel setup typical of a land-based application was used to confirm accuracy of altitude-based wind profiles.

In addition, a geometrical layout of a commercial floating PV (FPV) installation was used for the atmosphere boundary layer parameters. The wind direction effects were assessed using the microclimate CFD model that reproduced the localized conditions of the commercial FPV array.

“The atmospheric component is fundamentally similar to regional climate models (RCMs) but deploying it within a CFD framework offers advantages in terms of surface element parameterization and the spatial discretization we can achieve,” said Amiot.

Some of the findings included temperature gradients range between 1.3 C/km and 5.8 C/km; headwinds and tailwinds relative to the front surface of the PV modules generate the greatest turbulence levels. Furthermore, the team was able investigate how turbulent flows influence water-saving gains based on PV coverage of the water surface.

Assessing the results, the researchers noted that the precursor method “readily determines” heat transfer coefficient correlations as a function of wind speed and direction. “This is essential to obtain the thermal U-values that govern panel cooling,” added Amiot.

The model can be extended to model large ground-mounted systems and agrivoltaics, including dynamic configurations where panels adjust orientation throughout the day, according to Amiot. It is suitable for inland and nearshore FPV, but not offshore FPV.

The work is detailed in “Boundary-layer parameterization for assessing temperature and evaporation in floating photovoltaics at the utility-scale,” published in Renewable Energy. Research participants include Ecole nationale des ponts et chaussees, Electricité de France RD, and Université Claude Bernard.

The researchers are currently focused on developing CFD models to predict both the energy output and environmental trade-offs of dual-use photovoltaics systems and FPV evaporation research at finer spatial scales, coupled with in-situ measurements. It is also working on an agrivoltaics CFD-plant model to predict crop response below PV canopies.

Tech to Track in 2026

1 January 2026 at 15:00


Every September as we plan our January tech forecast issue, IEEE Spectrum’s editors survey their beats and seek out promising projects that could solve seemingly intractable problems or transform entire industries.

Often these projects fly under the radar of the popular technology press, which these days seems more interested in the personalities driving Big Tech companies than in the technology itself. We go our own way here, getting out into the field to bring you news of the hidden gems that genuinely—as the IEEE motto goes—advance technology for the benefit of humanity.

A look back at the last 20 years of January issues reveals that while we’ve certainly covered our share of huge tech projects, like the James Webb Space Telescope, many of the stories touch on subjects most people would have otherwise missed.

Last January, Senior Associate Editor Emily Waltz reported on startups that are piloting ocean-based carbon capture. This issue, she’s back with another CO2-centric story, this time focused on grid-scale storage, which is poised to blow up—literally. Waltz traveled to Sardinia to check out Milan-based Energy Dome’s “bubble battery,” which can store up to 200 megawatt-hours by compressing and decompressing pure carbon dioxide inside an inflatable dome.

This kind of modular, easy-to-deploy energy storage could be especially useful for AI data centers, says Senior Editor Samuel K. Moore, who curated this issue and wrote about gravity energy storage back in January 2021.

Big bubbles could help with grid-scale storage; tiny bubbles can liquefy cancer tumors.

“When we think about energy storage, our minds usually go to grid-scale batteries,” Moore says. “Yet these bubbles, which are in many ways more capable than batteries, will be sprouting up all over the place, often in association with computing infrastructure.”

For his story in this issue, Moore dove into the competition between two startups that are developing radio-based cables to replace conventional copper cables and fiber optics in data centers. These radio systems can connect processors 10 to 20 meters apart using a third of the power of optical-fiber cables and at a third of the cost. The next step is to integrate the radio connections directly with GPUs, to ease cooling burdens and help data centers and the AI models running on them continue to scale up.

Big bubbles could help with grid-scale storage; tiny bubbles can liquify cancer tumors, as Greg Uyeno found when reporting on HistoSonics’ ultrasound treatment. Feared for its aggressive nature and extremely low survival rate, pancreatic cancer kills almost half a million people per year worldwide. HistoSonics uses noninvasive, focused ultrasound to create cavitation bubbles that destroy tumors without dangerously heating surrounding tissue. This year, the company is concluding kidney trials as well as launching pancreatic cancer trials.

Over the last two decades, Spectrum has regularly covered the rise of drones. In 2018, for instance, we reported that the startup Zipline would deploy autonomous drones to deliver blood and medical supplies in rural Rwanda. Today, Zipline has a market cap of about US $4 billion and operates in several African countries, Japan, and the United States, having completed almost 2 million drone deliveries. In this issue, journalist Robb Mandelbaum takes us inside the Wildfire XPrize competition, aimed at providing another life-saving service: dousing wildfires before they grow out of control. Zipline succeeded because it could make deliveries to remote locations much faster than land vehicles. This year’s XPrize teams plan to detect and suppress fires faster than conventional firefighting methods.

In addition to these emerging technologies, we’ve packed this issue with a dozen others, including Porsche’s wireless home charger for EVs, the world’s first electric air taxi service, neutral-atom quantum computers, interoperable mesh networks, and robotic baseball umpires. Let’s see which of this year’s picks make it to the big leagues.

Trump’s FAA Makes It Practically Impossible To Legally Fly Drones

24 January 2026 at 06:09

A few years ago, it dawned on me that clean, electric-powered aviation isn’t part of some far off solarpunk future. While we’re not going to see electric passenger jets or medical helicopters this year, there are already electric aircraft replacing ICE aircraft almost everywhere. Aerial photography, surveying, search and rescue, ... [continued]

The post Trump’s FAA Makes It Practically Impossible To Legally Fly Drones appeared first on CleanTechnica.

Trump’s FAA Makes It Practically Impossible To Legally Fly Drones

24 January 2026 at 06:09

A few years ago, it dawned on me that clean, electric-powered aviation isn’t part of some far off solarpunk future. While we’re not going to see electric passenger jets or medical helicopters this year, there are already electric aircraft replacing ICE aircraft almost everywhere. Aerial photography, surveying, search and rescue, ... [continued]

The post Trump’s FAA Makes It Practically Impossible To Legally Fly Drones appeared first on CleanTechnica.

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