(88b) Leveraging Advanced Analytics to Extract Business Value from Internet of Things Investments | AIChE

(88b) Leveraging Advanced Analytics to Extract Business Value from Internet of Things Investments

Authors 

Leveraging Advanced Analytics to extract business value from Internet of Things investments

Abstract

Due to low cost of sensors, large systems for data processing and availability of real-time analytic techniques Internet of Things Analytics has captured the attention of industries strong in Chemical Engineering such as Oil & Gas industry. Advanced analytics have entered the Operational Technology (OT) landscape typically seen in chemical engineering operations with use cases such as Failure Prediction, Anomaly Detection and Services Innovation. However, this increase in complex data volumes at variable speeds requires new analytics discipline. Teradata has worked with partners across industries and applied a multi-disciplinary approach to develop Accelerators for Analytics of Things. In this session we will provide an overview of four such accelerators:

  • Condition Based Maintenance
  • Sensor Data Quality
  • Visual Anomaly Prospector
  • Manufacturing Process Optimization. 

These accelerators are key to getting on the fast track of Internet of Things Analytics and capturing the business value from investment in sensors and networks.

Bios

Johnny Gipson, Senior Industry Consultant - Oil & Gas, Teradata, Houston, USA

Johnny specializes in downstream business performance optimization. He works with Teradata clients to provide advanced analytical solutions. Johnny was with BP Gulf Coast Refinery for 15 years in various management positions including process design, optimization, operations, scheduling, investment planning, and financial/performance reporting before joining Teradata.

Mo Patel, Practice Director - Advanced Analytics

Mo Patel, based in Austin Texas, is a practicing Data Scientist at Teradata. In his role as the Practice Director, Mr. Patel is focused on building the Machine Learning & Artificial Intelligence consulting practice via mentoring and advising Teradata clients. In the area of Machine Learning, Mr. Patel conducts research on Internet of Things applications of Deep Learning, Reinforcement Learning, and Graph Analytics towards solving existing and novel business problems. Mo loves to share his thoughts on latest developments in advanced analytics via his blog at https://medium.com/@mopatel and his twitter account @mopatel.

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