Example: Predicting failures through the integration of devices and spatial data. Free materials available.
Advanced predictive maintenance utilizing Azure Databricks. Detection accuracy that takes into account changes in the surrounding environment.
We will explain our (NTP) achievements in building an advanced failure prediction model that combines equipment data with spatial data. In addition to IoT sensor data such as equipment vibration and pressure, we integrated surrounding environmental data, such as pedestrian flow and material placement obtained from LiDAR and cameras, along a time axis. As a result, we successfully visualized the "impact of environmental changes on equipment," which had previously been difficult to capture, significantly improving the accuracy of abnormal signal detection. The case of digital twin implementation through a near-real-time dashboard directly contributes to stable operations on-site. Please download our support achievement document summarizing the actual implementation scheme and results for free right now.
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Please download the support achievement document summarizing the actual implementation scheme and results for free right now.
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Please download the support achievement materials summarizing the actual implementation schemes and results for free right now.
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NTP Corporation is a company that designs the future of manufacturing from the front lines of the industry. We do not engage in consulting that is solely based on documents. We redefine the roles of consultants and engineers, deeply immersing ourselves in the front lines of our clients' businesses and delivering tangible results in the manufacturing field through fast implementation that directly connects strategy and technology. Please feel free to contact us first. Professionals who understand the field will propose suitable solutions.