Using Big Data Techniques to Tackle Refining Reliability and Optimization
- Type: Conference Presentation
- Conference Type: AIChE Spring Meeting and Global Congress on Process Safety
- Presentation Date: April 2, 2019
- Duration: 30 minutes
- Skill Level: Intermediate
- PDHs: 0.50
I think we all recognize there is journey to get to Industry 4.0 or Refining 4.0. How do we get to the smart refinery? The smart refinery includes the Internet of Things, Cloud computing, cyber-physical process, and Analytics. Teradata is working with companies on their journey to smart refineries by helping companies with their analytics through IoT and cloud computing at scale of machine learning algorithms. Teradata is providing companies with access to the power of analytics by combining their sensor data and ERP data at granular detail level to gain insights on how to improve costs and increase gross margin in their reliability and optimization processes. We will discuss the methods we apply to to bridge the OT (Operational Technology) and IT(Information Technology) worlds together to have impacts on maintenance programs, energy optimization, and operations. We will also discuss how data integration around applications, data silos , ERP systems have to helping companies not only gain insights but also have financial impact to the bottom line at scale for multiple refineries.
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|AIChE Member Credits||0.5|
|Employees of CCPS Member Companies||Free|
|AIChE Graduate Student Members||Free|
|AIChE Undergraduate Student Members||Free|