Charles Shelton

Title: Charles Shelton - Innovator in Vehicle Classification and Fuel Dispensing Technologies

Introduction: Charles Shelton is an inventive mind based in Monroeville, PA (US). He currently works at Robert Bosch GmbH, where he focuses on developing innovative technologies. Although he has not yet been granted any patents, his work is significant in the fields of vehicle classification and fuel dispensing.

Latest Patent Applications: Charles Shelton has been involved in several noteworthy patent applications. One of his latest applications is titled "Methods and Systems for Classifying Vehicles as Electric or Nonelectric Based on Audio." This application describes methods and systems for training a neural network to identify electric vehicles based on audio data. The process involves generating video data from a camera and audio data from a microphone, which is associated with vehicles traveling across a roadway. The video data is segmented and labeled to indicate whether the vehicle is electric or non-electric. The audio data is also segmented to correspond with the video segments, allowing for effective training of the neural network.

Another significant application is "Methods and Systems for Determining a Quantity of Fuel Dispensed at a Fueling Station Based on Audio." This application outlines methods for determining the quantity of fuel dispensed at a fueling station by analyzing audio data generated during the refueling operation. A machine learning model segments the audio data into stages of the refueling process, enabling the system to determine the quantity of fuel being dispensed based on the audio signals.

Conclusion: Charles Shelton is a promising inventor whose work at Robert Bosch GmbH focuses on innovative solutions in vehicle classification and fuel dispensing technologies. His latest patent applications reflect his commitment to advancing these fields through the use of audio data and machine learning.