Tata Consultancy Services Limited

Rohan Pandya

Venkataramana Runkana

Sri Harsha Nistala

Aditya Pareek

Rajan Kumar

Sivakumar Subramanian

Anirudh Deodhar

Pradeep Rathore

Mahesh Mynam

Ashit Gupta

Anagha Nikhil Mehrotra

Abhishek Baikadi

Aniruddha Panda

Sriharsha Nistala

Moksha Sunil Padsalgi

Jayasree Biswas

Nital Shah

Ratnamala Manna

Abhishek Krishnamoorthy Baikadi

In an industrial plant, various equipment are used to handle processing of raw materials. Considering complexities involved in the processes and the equipment, constant monitoring is required to obtain desired results. The disclosure herein generally relates to industrial process and equipment monitoring, and, more particularly, to data analysis for Just In Time (JIT) characterization of raw materials in any process industry. The system collects real-time plant data among other inputs, and performs characterization of raw materials being used in the plant. The characterization involves categorizing the raw materials into different classes. The class information is further used to predict performance of the industrial plant, and in turn to generate recommendations for optimization of the industrial plant.

System and method for just in time characterization of raw materials

A system and method for performing data-based optimization of performance indicators of process and manufacturing plants. The system consists of modules for collecting and merging data from industrial processing units, pre-processing the data to remove outliers and missingness. Further, the system generates customized outputs from data and identifies important variables that affect a given process performance indicator. The system also builds predictive models for key performance indicators comprising the important features and determines operating points for optimizing the key performance indicators with minimum user intervention. In particular, the system receives inputs from users on the key performance indicators to be optimized and notifies the users of outputs from various steps in the analysis that help the users to effectively manage the analysis and take appropriate operational decisions.

Method and system for data-based optimization of performance indicators in process and manufacturing industries

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Pune, India

Rohan Pandya