Use Scops' AI-powered Anomaly Detection to improve energy efficiency
Goal of the company
- Avoid plant downtime and energy waste through data monitoring
Main Scops features used
- Data aggregation
- Automatic data extraction, transformation and loading (ETL)
- Analog & sensorized measurements monitoring & analysis
- Anomaly Detection based on Artificial Intelligence
- Automatic data transfer pipeline from corporate databases
Overview
Our client aimed at minimizing plant downtime through a Data-Driven approach in machines maintenance. Unfortunately, data were scattered across different databases, and data preparation and analysis was conducted manually. These problems were preventing any Data-Driven activity aimed at anticipating machinery failures.
The introduction of Scops made it possible to centralize energy consumption data from industrial machinery in a single software with anomaly detection algorithms. This allowed greater accessibility of the data and, more importantly, 24/7 automatic monitoring of the data. For example, through continuous monitoring, Scops helped the client to easily identify the malfunction of an industrial compressor on which the plant's operation depended.
As a practical example, Scops has allowed our client to identify and anticipate the malfunctioning of an industrial compressor that was key for the plant. In fact, after the alert message sent by Scops, the maintenance team was able to identify the mechanical problem and prevent the machine failure. The team intervention avoided one day of the plant downtime and maintenance savings of more than 5000 euros.
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Discover the Scops Starter Kits
You can buy or rent Starter Kits to quickly start pilot projects with a focus on Energy Monitoring, Predictive Maintenance or Sustainability.
The Kits are Wireless, Plug & Play, non-invasive, with Standard LoRaWAN technology® and are installed in 20 minutes. They include:
- IoT Wireless Sensors for different measurements
- Gateway for radio data transfer to the Scops cloud
- AI Software for Advanced Analytics and Anomaly Detection Alerts
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Scops accelerates companies' journey towards becoming data-driven, making it five times faster. The wireless, plug-and-play, and non-invasive Scops kits can be installed in just 20 minutes. They encompass the entire data pipeline, from IoT measurements to AI-powered Data Analysis and visualization on automated dashboards.
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