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Advanced Data Analytics
The Challenge

The Challenge

With the emergence of modern digital instrumentation, control platforms and IOT enabled devices, ever growing volumes of industrial data have become readily available. As quantities are so vast and growing exponentially, organizations are looking to leverage cloud computing platforms to glean insights, from data sets too large for traditional client-server architectures, heavily relying on IT professionals in the management and analytics of this data. The process industries have begun to recognized the importance of subject matter knowledge and expertise in resolution to many of the challenges these industry face. Both IT and OT professionals have important roles to play in the digital transformation of our customers organizations.
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The Solution

The Solution

Spartan Controls has formed a data science team focused on solving critical issues in the process industries based on the latest tools, platforms and technologies. We have a wealth of experience in conducting big data projects and delivering critical insights and areas of improvements on complex industrial equipment and processes. Our key differentiation is not only our deep understanding data science, but also the process, the equipment and the unique nature of industrial data. Good results in any data science project require both ingredients.
A review On Reinforcement Learning: Introduction and Applications in Industrial Process Control
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A review On Reinforcement Learning: Introduction and Applications in Industrial Process Control

In recent years, reinforcement learning (RL) has attracted significant attention from both industry and academia due to its success in solving some complex problems. This paper provides an overview of RL along with tutorials for practitioners who are interested in implementing RL solutions into process control applications.
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