Brown Technology Innovations

Machine learning technology to prevent pipeline leaks

Dr. Srivastava and colleagues are developing a new machine learning technology that utilizes convolutional neural networks (CNN) to analyze ultrasound wave patterns in metal pipelines to locate cracks and prevent catastrophic events like gas explosions.