Justin Burns
About Justin Burns
Justin Burns is an Analytics Engineer with a background in Mechanical Engineering, holding a Master of Science from the University of Louisville. He currently works at ONYX Insight, where he specializes in analyzing data related to wind turbine performance and reliability.
Work at ONYX Insight
Justin Burns has been employed at ONYX Insight as an Analytics Engineer since 2022. His role involves conducting forecasts related to wind farm expenses and failure rates utilizing Weibull reliability data alongside historical cost data. He analyzes data from various sensors, including displacement, vibration, and strain gauge sensors, to evaluate the health of wind turbine components. Additionally, he has developed a machine learning model to estimate the remaining useful life of these components, leveraging SCADA data and proprietary engineered features.
Previous Experience at GE Appliances
Prior to his current position, Justin worked at GE Appliances, a Haier company, from 2019 to 2022 as a Mechanical Engineer. His responsibilities included various engineering tasks on-site in Louisville, Kentucky. He also held the position of Linear Compressor R&D Intern in 2018 for three months and served as a Room AC Engineering Co-Op in 2017 for four months, both roles contributing to his practical experience in mechanical engineering.
Internship Experience at Trane
In 2016, Justin completed a three-month internship as an HVAC Engineering Intern at Trane, located in the Tampa/St. Petersburg, Florida area. This early experience in the HVAC industry provided him with foundational knowledge and skills relevant to his engineering career.
Education and Expertise
Justin holds a Master of Science in Mechanical Engineering from the University of Louisville, where he studied from 2019 to 2022. He also earned a Bachelor of Engineering in Mechanical Engineering from the UF Herbert Wertheim College of Engineering, completing his studies from 2014 to 2019. His educational background equips him with a strong foundation in mechanical engineering principles and analytics.
Technical Contributions and Innovations
Justin has made significant contributions to the field of wind energy. He played a key role in developing a method for detecting cracks in turbine carrier shafts and applies advanced techniques to estimate sources of lost energy in wind farms. His work aims to enhance the efficiency and performance of wind energy systems. Furthermore, he serves as a technical expert for product offerings during industry conferences, sharing his insights and expertise with peers.