Peetak P Mitra

Title: Peetak P Mitra: Innovator in Predictive Asset Management

Introduction

Peetak P Mitra is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of predictive asset management through his innovative patent. His work focuses on enhancing the reliability and efficiency of engineering systems.

Latest Patents

Peetak holds a patent titled "Prediction of remaining useful life of an asset using conformal mathematical filtering." This system determines when an asset has transitioned from a quasi-steady degradation stage to an accelerated degradation phase based on sensor measurements. During this phase, features indicative of wear are extracted from the sensor data. A conformal mathematical filter is then applied to these features, conforming them to a wear curve formulation associated with the asset. The output of this filter is resampled to create a noise-reduced signal, which is input into a sequence machine learning model. This model utilizes a loss function that imposes a greater penalty for overprediction and a relaxed penalty for underprediction. Ultimately, the output of the model predicts the remaining useful life (RUL) of the asset.

Career Highlights

Peetak P Mitra is currently associated with Xerox Corporation, where he applies his expertise in predictive analytics and engineering systems. His work at Xerox has allowed him to contribute to advancements in asset management technologies.

Collaborations

Due to space constraints, the collaborations section will be omitted.

Conclusion

Peetak P Mitra's innovative approach to predicting the remaining useful life of assets showcases his expertise in engineering and machine learning. His contributions are paving the way for more efficient asset management solutions in various industries.