Company Filing History:
Years Active: 2023
Title: The Innovations of Manoj Vemuri
Introduction: Manoj Vemuri is an accomplished inventor based in Flint, MI (US). He has made significant contributions to the field of engine technology through his innovative patent. His work focuses on enhancing the accuracy of mass air flow (MAF) predictions, which is crucial for optimizing engine performance.
Latest Patents: Manoj Vemuri holds a patent for an "Intelligent mass air flow (MAF) prediction system with neural network." This invention, titled "The Method and Apparatus of Predicting MAF Sensor Information," involves training multiple candidate Artificial Neural Network (ANN) architectures using training data. The process includes selecting an ANN architecture from the candidates using an automated ANN architecture selection algorithm and testing data. The intelligent engine intake MAF prediction system utilizes the selected ANN architecture to provide an engine intake Mass Air Flow (MAF) output variable. This output is used in conjunction with the output of a hot-wire type engine intake MAF sensor and is deployed into the engine controller. The training and testing sets of data consist of input variables from engine sensors and/or actuators that relate to engine intake MAF, which may be acquired by testing a target engine. The selection of the optimal ANN architecture is based on Root Mean Squared Error (RMSE) analysis using the automated ANN architecture algorithm and the training set of data. Manoj has 1 patent to his name.
Career Highlights: Manoj Vemuri is currently associated with the International Engine Intellectual Property Company, LLC. His role involves leveraging his expertise in engine technology to develop innovative solutions that enhance engine efficiency and performance.
Collaborations: Manoj has collaborated with notable colleagues such as Askin Minaz and Ravi Rayala. Their combined efforts contribute to the advancement of engine technology and the development of cutting-edge inventions.
Conclusion: Manoj Vemuri's innovative work in the field of engine technology exemplifies the impact of artificial intelligence on automotive engineering. His contributions through his patent demonstrate a commitment to improving engine performance and efficiency.