Ethan A Bayer

Title: Ethan A Bayer: Innovator in Engine Combustion Control

Introduction

Ethan A Bayer is a notable inventor based in Lake Orion, MI (US). He has made significant contributions to the field of engine combustion phasing control through his innovative patent.

Latest Patents

Ethan holds a patent for a "Feedforward artificial neural network for off-nominal spark control." This invention utilizes a trained feedforward artificial neural network (ANN) to model both base and maximum brake torque (MBT) spark timing based on six critical inputs. These inputs include intake and exhaust camshaft positions, mass and temperature of the air charge provided to each cylinder, engine speed, and engine coolant temperature. The target spark timing can be adjusted based on a two-dimensional surface with engine speed and air charge mass as inputs. Notably, this adjustment can only occur during an initial period when the trained ANN is still maturing. Furthermore, the ANN can be trained using dynamometer data that is artificially weighted for high load regions, where the accuracy of spark timing is crucial. Ethan has 1 patent to his name.

Career Highlights

Ethan A Bayer is currently employed at FCA US LLC, where he applies his expertise in engine technology and innovation. His work focuses on enhancing engine performance and efficiency through advanced control techniques.

Collaborations

Ethan collaborates with talented colleagues, including Shuonan Xu and William P Attard, who contribute to the innovative environment at FCA US LLC.

Conclusion

Ethan A Bayer is a distinguished inventor whose work in engine combustion control exemplifies the intersection of technology and innovation. His contributions are paving the way for advancements in engine performance and efficiency.