Tech
Open-source tool predicts wind farm power fluctuations with greater short-term accuracy
Researchers from TU Delft, a partner of the SUDOCO project, in collaboration with the Université catholique de Louvain (Belgium) and the National Renewable Energy Laboratory of Golden (U.S.), have developed a new open-source wake modeling framework called “OFF,” enhancing existing models such as OnWARDS, FLORIDyn, and FLORIS.
OFF enables the approximation of wind farm flow control (WFFC) strategies under dynamically changing conditions.
Today, most models rely on simplified steady-state assumptions that overlook short-term variability and the transient behavior of turbine wakes, limiting their ability to capture the true dynamics of wind farm interactions.
OFF addresses this gap by incorporating time-dependent dynamics, and when tested with real-world data from the Hollandse Kust Noord wind farm in the Netherlands, it demonstrated improved accuracy in predicting power output and turbine interactions, particularly over short time scales of less than 20 minutes.
These findings highlight OFF’s potential to balance energy gains with reduced turbine wear, making it a valuable tool for both scientists and industry.
The work is presented in the study “A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies” published in Wind Energy Science.
The case study used a 24-hour wind direction time series based on field data, and subsets of the series were verified using Large-Eddy Simulation (LES). Results show that yaw movements strongly depend on the controller settings and indicate how to balance power gains with actuator usage.
Compared to LES, the dynamic wake model predicts short-term turbine power fluctuations more accurately than steady-state models, capturing high-frequency dynamics with better correlation and lower error.
By providing a transparent, accessible, and efficient platform, OFF empowers the wind energy community to accelerate the development of advanced control strategies and drive the transition toward more reliable and sustainable offshore wind power.
More information:
Marcus Becker et al, A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies, Wind Energy Science (2025). DOI: 10.5194/wes-10-1055-2025
Citation:
Open-source tool predicts wind farm power fluctuations with greater short-term accuracy (2025, October 8)
retrieved 8 October 2025
from https://techxplore.com/news/2025-10-source-tool-farm-power-fluctuations.html
This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.
Tech
This Jammer Wants to Block Always-Listening AI Wearables. It Probably Won’t Work
Deveillance also claims the Spectre can find nearby microphones by detecting radio frequencies (RF), but critics say finding a microphone via RF emissions is not effective unless the sensor is immediately beside it.
“If you could detect and recognize components via RF the way Spectre claims to, it would literally be transformative to technology,” Jordan wrote in a text to WIRED after he built a device to test detecting RF signatures in microphones. “You’d be able to do radio astronomy in Manhattan.”
Deveillance is also looking at ways to integrate nonlinear junction detection (NLJD), a very high-frequency radio signal used by security professionals to find hidden mics and bugs. NLJD detectors are expensive and used primarily in professional contexts like military operations.
Even if a device could detect a microphone’s exact location, objects around a room can change how the frequencies spread and interact. The emitted frequencies could also be a problem. There haven’t been adequate studies to show what effects ultrasonic frequencies have on the human ear, but some people and many pets can hear them and find them obnoxious or even painful. Baradari acknowledges that her team needs to do more testing to see how pets are affected.
“They simply cannot do this,” engineer and YouTuber Dave Jones (who runs the channel EEVblog) wrote in an email to WIRED. “They are using the classic trick of using wording to imply that it will detect every type of microphone, when all they are probably doing is scanning for Bluetooth audio devices. It’s totally lame.” Baradari reiterates that the Spectre uses a combination of RF and Bluetooth low energy to detect microphones.
WIRED asked Baradari to share any evidence of the Spectre’s effectiveness at identifying and blocking microphones in a person’s vicinity. Baradari shared a few short videoclips of people putting their phones to their ears listening to audioclips—which were presumably jammed by the Spectre—but these videos do little to prove that the device works.
Future Imperfect
Baradari has taken the critiques in stride, acknowledging that the tech is still in development. “I actually appreciate those comments, because they’re making me think and see more things as well,” Baradari says. “I do believe that with the ideas that we’re having and integrating into one device, these concerns can be addressed.”
People were quick to poke fun at the Spectre I online, calling the technology the cone of silence from Dune. Now, the Deveillance website reads, “Our goal is to make the cone of silence become reality.”
John Scott-Railton, a cybersecurity researcher at Citizen Lab, who is critical of the Spectre I, lauded the device’s virality as an indication of the real hunger for these kinds of gadgets to win back our privacy.
“The silver lining of this blowing up is that it is a Ring-like moment that highlights how quickly and intensely consumer attitudes have shifted around pervasive recording devices,” says Scott-Railton. “We need to be building products that do all the cool things that people want but that don’t have the massive privacy- and consent-violation undertow. You need device-level controls, and you need regulations of the companies that are doing this.”
Cooper Quintin, a senior staff technologist at the Electronic Frontier Foundation, echoed those sentiments, even if critics believe Deveillance’s efforts to be flawed.
“If this technology works, it could be a boon for many,” Quintin wrote in an email to WIRED. “It is nice to see a company creating something to protect privacy instead of working on new and creative ways to extract data from us.”
Tech
I’ve Tried Every Pixel Phone Ever Made—Here Are the Best to Buy Right Now
Portrait Light: You can change up the lighting in your portrait selfies after you take them by opening them up in Google Photos, tapping the Edit button, and heading to Actions > Portrait Light. This adds an artificial light you can place anywhere in the photo to brighten up your face and erase that 5 o’clock shadow. Use the slider at the bottom to tweak the strength of the light. It also works on older Portrait mode photos you may have captured. It works only on faces.
Health and Accessibility Features
Cough & Snore Detection (Tensor G2 and newer): On the Pixel 7 and newer, you can have your Pixel detect if you cough and snore when sleeping, provided you place your Pixel near your bed before you nod off. This will work only if you use Google’s Bedtime mode function, which you can turn on by heading to Settings > Digital Wellbeing & Parental Controls > Bedtime Mode.
Guided Frame (Tensor G2 and newer): For blind or low-vision people, the camera app can now help take a selfie with audio cues (it works with the front and rear cameras). You’ll need to enable TalkBack for this to work (Settings > Accessibility > TalkBack). Then open the camera app. It will automatically help you frame the shot.
Simple View: This mode makes the font size bigger, along with other elements on the screen, like widgets and quick-settings tiles. It also increases touch sensitivity, all of which hopefully makes it easier to see and use the screen. You can enable it by heading to Settings > Accessibility > Simple View.
Safety and Security Features
Theft Protection: This is a broader Android 15 feature, but essentially, Google’s algorithms can figure out if someone snatches your Pixel out of your hands. If they’re trying to get away, the device automatically locks. Additionally, with another device, you can use Remote Lock to lock your stolen Pixel with your phone number and a security answer. To toggle these features on, go to Settings > Security & privacy > Device unlock > Theft protection.
Identity Check: If your Pixel detects you’re in a new location, Identity Check will require your fingerprint or face authentication before you can make any changes to sensitive settings, offering extra peace of mind in case you lose your phone or if it’s stolen. You can enable this in Settings > Security & privacy > Device unlock > Theft protection > Identity Check.
Courtesy of Google
Private Space: Another Android 15 addition, Pixel phones finally have a feature that lets you hide and lock select apps. You can use a separate Google account, set a lock, and install any app to hide away. To set it all up, head to Settings > Security & privacy > Private space.
Satellite eSOS (Pixel 9 and Pixel 10 series, excluding Pixel 9a): Like Apple’s SOS feature on iPhones, you can now reach emergency contacts or emergency services even when you don’t have cell service or Wi-Fi connectivity. It’s not just available in the continental US, but also in Hawaii, Alaska, Canada, and even Europe.
Tech
I’ve Tried Every Pixel Phone Ever Made—Here Are the Best to Buy Right Now
Portrait Light: You can change up the lighting in your portrait selfies after you take them by opening them up in Google Photos, tapping the Edit button, and heading to Actions > Portrait Light. This adds an artificial light you can place anywhere in the photo to brighten up your face and erase that 5 o’clock shadow. Use the slider at the bottom to tweak the strength of the light. It also works on older Portrait mode photos you may have captured. It works only on faces.
Health and Accessibility Features
Cough & Snore Detection (Tensor G2 and newer): On the Pixel 7 and newer, you can have your Pixel detect if you cough and snore when sleeping, provided you place your Pixel near your bed before you nod off. This will work only if you use Google’s Bedtime mode function, which you can turn on by heading to Settings > Digital Wellbeing & Parental Controls > Bedtime Mode.
Guided Frame (Tensor G2 and newer): For blind or low-vision people, the camera app can now help take a selfie with audio cues (it works with the front and rear cameras). You’ll need to enable TalkBack for this to work (Settings > Accessibility > TalkBack). Then open the camera app. It will automatically help you frame the shot.
Simple View: This mode makes the font size bigger, along with other elements on the screen, like widgets and quick-settings tiles. It also increases touch sensitivity, all of which hopefully makes it easier to see and use the screen. You can enable it by heading to Settings > Accessibility > Simple View.
Safety and Security Features
Theft Protection: This is a broader Android 15 feature, but essentially, Google’s algorithms can figure out if someone snatches your Pixel out of your hands. If they’re trying to get away, the device automatically locks. Additionally, with another device, you can use Remote Lock to lock your stolen Pixel with your phone number and a security answer. To toggle these features on, go to Settings > Security & privacy > Device unlock > Theft protection.
Identity Check: If your Pixel detects you’re in a new location, Identity Check will require your fingerprint or face authentication before you can make any changes to sensitive settings, offering extra peace of mind in case you lose your phone or if it’s stolen. You can enable this in Settings > Security & privacy > Device unlock > Theft protection > Identity Check.
Courtesy of Google
Private Space: Another Android 15 addition, Pixel phones finally have a feature that lets you hide and lock select apps. You can use a separate Google account, set a lock, and install any app to hide away. To set it all up, head to Settings > Security & privacy > Private space.
Satellite eSOS (Pixel 9 and Pixel 10 series, excluding Pixel 9a): Like Apple’s SOS feature on iPhones, you can now reach emergency contacts or emergency services even when you don’t have cell service or Wi-Fi connectivity. It’s not just available in the continental US, but also in Hawaii, Alaska, Canada, and even Europe.
-
Business1 week agoAttock Cement’s acquisition approved | The Express Tribune
-
Politics1 week agoUS arrests ex-Air Force pilot for ‘training’ Chinese military
-
Fashion1 week agoPolicy easing drives Argentina’s garment import surge in 2025
-
Politics1 week agoWhat are Iran’s ballistic missile capabilities?
-
Business1 week agoIndia Us Trade Deal: Fresh look at India-US trade deal? May be ‘rebalanced’ if circumstances change, says Piyush Goyal – The Times of India
-
Sports1 week agoSri Lanka’s Shanaka says constant criticism has affected players’ mental health
-
Entertainment1 week agoBobby J. Brown, “The Wire” and “Law & Order: SUV” actor, dies of smoke inhalation after reported fire
-
Sports1 week agoLPGA legend shares her feelings about US women’s Olympic wins: ‘Gets me really emotional’
