Company Filing History:
Years Active: 2000-2001
Title: Innovations by Sam K Liu in Neural Network Fuel Control Systems
Introduction
Sam K Liu, an inventive mind based in West Bloomfield, MI, has contributed significantly to the automotive industry with his innovative patents. He holds two patents, showcasing his expertise in advanced fuel control systems utilizing neural network technology. His work primarily focuses on enhancing the efficiency of motor vehicle operations, making him a notable name among inventors in this field.
Latest Patents
Sam K Liu's latest patent is a pioneering method entitled "Neural Network Based Transient Fuel Control Method." This innovative system aims to calculate a fuel multiplier during transient engine operation in motor vehicles. The technology modifies the volume of fuel released from a fuel actuator into the engine. The control system utilizes neural network logic to establish the fuel multiplier, effectively processing inputs from engine sensors through an input layer, a hidden layer, and an output layer to optimize engine performance.
Career Highlights
Throughout his career, Liu has made significant advancements by leveraging his engineering skills in prominent companies such as Chrysler Corporation and DaimlerChrysler Corporation. His work at these organizations has been instrumental in developing fuel control systems that contribute to more efficient automotive technologies.
Collaborations
In his professional journey, Sam has collaborated with talented individuals such as Douglas M Stander and Min Sway-Tin. Their collective expertise has fostered an environment of innovation and has aided in the development of cutting-edge solutions in the automotive sector.
Conclusion
Sam K Liu's contributions to the field of automotive fuel control systems exemplify the impact of innovative inventions on vehicle efficiency. His patents, particularly in neural network technology, represent a significant step forward in optimizing engine performance. As he continues his work, Liu remains a key figure among inventors striving to enhance the automotive industry’s technological landscape.