Darryl Victor Collins

Title: Innovations by Inventor Darryl Victor Collins

Introduction

Darryl Victor Collins is a prolific inventor based in Jindalee, Australia, known for his significant contributions to mining equipment technology. With a remarkable portfolio of 10 patents, Collins has developed advanced systems leveraging machine learning and automation to enhance operational efficiency and productivity in mining environments.

Latest Patents

Collins' latest innovations include:

1. **Systems and methods for managing assignments of tasks for mining equipment using machine learning** - This patent outlines an assignment engine that processes state data from haul trucks and the mine site. By inputting this data into a trained reinforcement-learning model, the system optimizes task assignments, taking into account factors such as vehicle performance variance due to haul weight and changing road conditions.

2. **System and method for automated drilling activity monitoring** - This invention features a drilling detection system equipped with advanced circuitry. It utilizes detection processors to analyze vibration and movement signals from drilling machines, enabling precise monitoring of drilling activity and location on substrates.

Career Highlights

Throughout his career, Collins has worked with notable companies, including Caterpillar Inc. and Caterpillar of Australia Pty, Ltd., where he has applied his expertise in engineering and technology. His experience in these organizations has contributed significantly to the development of innovative solutions in the mining sector.

Collaborations

Darryl Victor Collins has collaborated with talented professionals such as Craig L Koehrsen and Bryan James Everett. These partnerships have fostered an environment of creativity and innovation, leading to groundbreaking advancements in mining technology.

Conclusion

With a strong foundation in machine learning and automation, Darryl Victor Collins continues to be a pioneer in the mining equipment industry. His patents reflect a commitment to innovation that not only enhances operational performance but also sets new standards for future developments in the field.