Huining Ni

Title: Huining Ni - Innovator in Rock Porosity Prediction

Introduction

Huining Ni is a notable inventor based in Xuzhou, China. She has made significant contributions to the field of rock porosity prediction through her innovative methods. Her work focuses on enhancing the accuracy of porosity predictions during drilling processes, which is crucial for various geological and engineering applications.

Latest Patents

Huining Ni holds a patent titled "Rock porosity prediction method based on small-sample inversion of while-drilling data." This method involves collecting while-drilling parameters such as torque, propulsion, rotational speed, drilling speed, drill pipe amplitude, and vibration acceleration. The data is then processed using a backpropagation regression-genetic algorithm model to create a new dataset. This dataset is utilized in a convolutional neural network model to predict rock porosity in real-time based on drilling parameters.

Career Highlights

Huining Ni is affiliated with the China University of Mining and Technology, where she continues to advance her research in rock mechanics and drilling technologies. Her innovative approach has garnered attention in the academic and industrial sectors, contributing to improved drilling efficiency and resource management.

Collaborations

Huining Ni collaborates with esteemed colleagues such as Dongsheng Zhang and Gangwei Fan, who contribute to her research endeavors. Their combined expertise enhances the quality and impact of their work in the field.

Conclusion

Huining Ni's contributions to rock porosity prediction exemplify the importance of innovation in geological research. Her patented methods are paving the way for advancements in drilling technology and resource exploration.