Product Spotlight - Water: Application employs machine learning to enable real-time forecasting

Product Spotlight - Water: Application employs machine learning to enable real-time forecasting

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Thanks to new technology, water and wastewater operators are inundated with data on a daily basis. But acting on this data is limited by how fast it can be analyzed. Without processing guidance, operators can struggle to use that data for better performance, efficiency and speed in the treatment process. Fortunately machine learning — algorithms and software that enable management systems to learn from data — can help overcome these challenges.

A new streaming analytics application from infinitii aiface pro — is designed to allow users to add logic and algorithms for real-time processing. The application’s machine learning helps manage and operationalize production-ready models for generating new data or output events such as predictions. According to Jean Charles Phaneuf, CEO of infinitii ai, a key feature for water and wastewater applications is the ability to build analytic models that act on sensor data or other data sources with a built-in script editor, using either newly created or existing scripts from open-source libraries.

“Our infinitii face pro is a game-changer for our customers and partners,” says Phaneuf. “This new product empowers them in their development and deployment of applications, provides more autonomy and offers us unlimited potential in the Smart City water infrastructure market. Our face pro is at the heart of our future business growth.”

Data engineers and scientists can use infinitii face pro to write Python and R scripts using their preferred development environment, then copy and paste the code into face pro. According to Phanuef, its use can provide better data-driven insights for making faster, more informed decisions, particularly with real-time and forecasting applications. Applications include forecasting, anomaly detection, predictive maintenance and failure prediction. According to Phaneuf, face pro is just one component of the infinitii dataworks platform for Smart City water infrastructure.

“infinitii ai’s expanded product portfolio reflects deep engagement with our customers and business partners on machine learning innovation,” he says. “The platform offerings are the result of years-long team R&D efforts that successfully evolved into products. We are now very well positioned for a new growth era where customers are searching for leading-edge AI-driven predictive analytics that bring added value.” 778-379-0275;


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