Power-efficient route prediction for solar-powered vehicles
Picture: Inexperienced Power and Clever Transport, CC BY 4.0
The commercialization of solar-powered automobiles has been a very long time coming, however the improvement of totally self-sustaining automobiles that use their vitality straight from the solar continues to be ongoing. For such automobiles, you will need to maximize their publicity to the solar whereas driving to optimize their vitality use.
Constructing on the analysis work on estimating optimized routes for photo voltaic automobiles, scientists at Trinity School in Dublin, Eire, have expanded the parameters used to calculate the route, thus enhancing the standard of route vitality use together with its general utility for the driving force.
The researchers used the web geographic data system software program ArcGIS and the open-source utility API to foretell a car’s photo voltaic potential by contemplating the shade primarily based on the encircling topography, car kind, climate, distance, and time. within the solar. They applied the mannequin as a consumer cellular utility ‘Drive Photo voltaic’ which calculates the optimum route for the consumer primarily based on their preferences in time and vitality effectivity.
The effectiveness of the prediction mannequin was examined utilizing the photo voltaic irradiance sensor in Dublin. The outcomes present that the mannequin predicts the route with essentially the most vitality absorbed with 51.65% accuracy and selects the route with essentially the most vitality consumed with 86.65% accuracy.
Whereas this illustrates that the mannequin can successfully predict the very best energy-efficient route for a photo voltaic car, the researchers additionally spotlight a few of its limitations. That’s, the mannequin varies in accuracy relying on climate situations with essentially the most accuracy in clear sky situations and the least accuracy in medium cloud situations.
Noting that additional analysis may concentrate on enhancing the accuracy of this mannequin, the researchers concluded that “the Drive Photo voltaic utility successfully implements the prediction mannequin right into a user-friendly utility in order that the choice of essentially the most good route for a photo voltaic automobile will likely be a widespread observe like photo voltaic. vehicles launched.”
Their findings are mentioned in “Power environment friendly route prediction for photo voltaic powered automobiles,” which was just lately printed in Inexperienced Power and Clever Transport.
This content material is protected by copyright and is probably not reused. If you wish to cooperate with us and wish to reuse a few of our content material, please contact: [email protected].
