Suman Datta

Title: Suman Datta: Innovator in Energy Data Analysis

Introduction

Suman Datta is a notable inventor based in Kolkata, India. He has made significant contributions to the field of energy data analysis, holding 2 patents that focus on innovative methods for improving energy consumption predictions and anomaly detection.

Latest Patents

One of his latest patents is titled "Method and system for anomaly detection, missing data imputation and consumption prediction in energy data." This application provides a comprehensive method for detecting outliers and anomalous behaviors in energy data collected from various sensors. It includes a data collection module for gathering time series data, a model training module for developing a unified model, and a model implementation module for applying the model to new energy consumption data.

Another significant patent is "Systems and methods for analyzing sensor data using incremental autoregression techniques." This invention relates to the analysis of sensor data through incremental autoregression techniques, which generate a vector of autoregression coefficients. The system processes time series data to update convolution values and computes matrices to derive the autoregression coefficients.

Career Highlights

Suman Datta is currently employed at Tata Consultancy Services Limited, where he applies his expertise in data analysis and energy systems. His work has been instrumental in advancing methodologies that enhance the accuracy of energy consumption predictions.

Collaborations

Suman has collaborated with notable colleagues, including Pranav Champaklal Shah and Rekha Vaidyanathan, who contribute to the innovative environment at Tata Consultancy Services Limited.

Conclusion

Suman Datta's contributions to energy data analysis through his patents demonstrate his commitment to innovation in the field. His work not only enhances the understanding of energy consumption but also paves the way for future advancements in data analysis techniques.