Location History:
- Santa Clara, CA (US) (2017)
- Milpitas, CA (US) (2015 - 2022)
Company Filing History:
11 out of 186 
2 out of 30,943 
Years Active: 2015-2022
Title: Innovations of Li-Chun Chien in Engine Technology
Introduction
Li-Chun Chien is a prominent inventor based in Milpitas, California, known for her significant contributions to engine technology. With a total of 11 patents to her name, she has made remarkable advancements in the field of machine learning applications for vehicle engines.
Latest Patents
One of her latest patents focuses on machine learning for misfire detection in a dynamic firing level modulation controlled engine of a vehicle. This invention describes a method for using machine learning to detect cylinder misfires in internal combustion engines. In a classification embodiment, cylinder misfires are differentiated from intentional skips based on measured exhaust manifold pressure. In a regressive model embodiment, the measured exhaust manifold pressure is compared to a predicted exhaust manifold pressure generated by a neural network. This comparison is based on inputs indicative of the vehicle's operation, allowing for accurate predictions of whether a misfire has occurred. Additionally, angular crank acceleration is utilized for further misfire detection.
Career Highlights
Throughout her career, Li-Chun Chien has worked with notable companies such as Tula Technology, Inc. and GM Global Technology Operations LLC. Her work in these organizations has contributed to the development of innovative technologies in the automotive sector.
Collaborations
Li-Chun has collaborated with talented individuals in her field, including Shikui Kevin Chen and Steven E. Carlson. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge technologies.
Conclusion
Li-Chun Chien's contributions to engine technology through her patents and collaborations highlight her role as a leading inventor in the automotive industry. Her work continues to influence advancements in vehicle performance and efficiency.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.