autonomous

Cyber protection for apple orchards

April 2, 2024 By EarthWise Leave a Comment

Spring frosts represent a real danger for apple orchards. The changing climate has brought about periods of unusually warm weather at times early in the year that have caused trees and other flowering plants to bloom early. For apple growers, this has made their orchards more susceptible to the damaging effects of extreme cold events.

Apple growers attempt to prevent this damage by heating the canopies of their orchards, but these efforts tend to be inefficient. Applying heat is one of the most effective methods to prevent apple flower bud damage, but it is difficult to determine when and where to apply heat in orchards.

Researchers at Penn State University have developed a frost-protection cyber-physical system that autonomously makes heating decisions based on real-time temperature and wind-direction data. Their system includes a temperature-sensing device, a propane-fueled heater that adjusts the direction where it provides heat, and an unmanned ground vehicle that moves the system through an apple orchard.

The results of tests of the system were published in the journal Computers and Electronics in Agriculture, and the findings show that it greatly reduced damage to apple tree buds in tests conducted at low temperatures, doubling or tripling the amount of time that trees were protected.

The equipment used for the study mostly consisted of off-the-shelf parts and cost about $5,000, most of which was for the vehicle. The researchers envision that even a very large orchard could be protected by multiple units guided by an aerial drone monitoring canopy temperatures. Further research will aim to bring the technology to point where it can enter the marketplace and be available to apple growers.

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Cyber-physical heating system may protect apple blossoms in orchards

Photo, posted September 6, 2017, courtesy of Sue Thompson via Flickr.

Earth Wise is a production of WAMC Northeast Public Radio

Electric Cars Are Coming Sooner Than Expected | Earth Wise

September 30, 2021 By EarthWise Leave a Comment

It is widely believed that electrification is the future for vehicles. The only question is how long the transition will take. Predictions are all over the map, but the recent trend is to revise those predictions to say it will happen sooner than previously thought.

A recent report from the international accounting firm Ernst & Young predicts that EV sales in the US, China, and Europe will surpass those of fossil-fuel-powered vehicles five years sooner than previously expected. The report forecasts that fossil-fueled vehicles will represent less than 1% of global sales by 2045, taking their place among other historical but essentially abandoned technologies.

Europe is expected to be the leader in EV adoption. The forecast is that EVs will surpass legacy vehicles by 2028. China is expected to follow by 2033. The US is lagging behind, but even here, electrics are expected to achieve a majority of car sales by 2036.

Plug-in vehicle sales have surpassed a 10% market share in California and Tesla now has a 1.7% share of the total US car market. Norway is the global EV leader with 3 out of 4 car buyers choosing electrics. In that country, Tesla’s Model 3 is the top-selling vehicle of any kind. In Switzerland, 40% of car sales are EVs or hybrids.

There are many variables that will affect the timetable for the EV transition. Among them are the timetable for widespread use of autonomous vehicle technology, the effects of policy initiatives by governments around the world, the development of charging infrastructure, and the evolution of electricity generation and energy storage.

In any case, looking at the product roadmap for virtually every automobile manufacturer makes it clear that electric cars are the future.

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Ernst & Young: Electric Cars Are Coming Sooner Than Expected

Photo, posted April 25, 2021, courtesy of Rutger van der Maar via Flickr.

Earth Wise is a production of WAMC Northeast Public Radio.

Better Radar For Cars | Earth Wise

August 14, 2020 By EarthWise Leave a Comment

Major automakers as well as dedicated specialized companies are actively developing autonomous vehicle technology. Many cars already offer varying degrees of self-driving capability. These vehicles have a variety of sensor systems that allow them to detect other objects on the road. Many rely on lidar or on cameras using visible or near-infrared light and these sensors do a pretty good job of preventing collisions. But all of these systems are pretty much limited to detecting objects within a car’s line of sight. Of course, human drivers have the same limitation. We can’t see things hidden around corners or blocked by other objects.

Researchers at Princeton University have developed an automated system that will allow cars to peer around corners and spot oncoming traffic and pedestrians. The system uses Doppler radar to bounce radio waves off of surfaces such as buildings and parked automobiles. The radar signal hits a surface at an angle and its reflection bounces off much like a cue ball hits the wall of a pool table. The reflected signal then hits objects hidden around the corner. Some of that radar signal bounces back to be detected by sensors on the car. In this way, the system can see objects around the corner and even tell whether they are moving or stationary.

This new technology could easily be integrated into today’s vehicles. It would enable cars to see objects that current sensor systems cannot record. For example, it would allow a self-driving vehicle to see around a dangerous intersection.

The system will require further development, refinement, and testing before it can find its way into our vehicles, but it does represent yet another way that self-driving technology may ultimately result in a safer transportation system.

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