Let's start utilizing AI at a low cost! An AI platform for predictive maintenance using production equipment data.
In recent years, there has been an increase in cases where AI and IoT are used to solve the concerns of production sites, such as "I want to identify the root causes of equipment troubles" and "I want to detect equipment troubles a little earlier." However, considering costs, many companies may find it difficult to take that first step. NTC offers an AI-based predictive maintenance solution that allows for a small start to meet the needs of customers who say, "I want to utilize IoT, machine learning, and artificial intelligence (AI) for predictive maintenance of equipment, but I want to keep costs down..." This solution creates "rules" from past data regarding potential trouble cases and predicts whether future data will lead to troubles. When a predictive result detects a sign of trouble, it can facilitate early detection of issues and predictive maintenance by sending emails to operators or activating warning lights on-site. These mechanisms allow customers to accumulate know-how within their organization as a unique AI foundation, and by implementing a PDCA cycle, it is possible to improve the detection of more advanced troubles and enhance detection accuracy. *For more details, please download the catalog or contact us.*
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basic information
【System Environment】 - Cloud environments such as AWS (Amazon Web Services) - On-premises environments 【Data Integration】 - Excel and CSV files - Text files - Various databases such as SQL Server 【Anomaly Detection using Machine Learning/AI】 - Data analysis - Creation of trouble detection rules - Anomaly detection 【System Integration】 - Email notifications - Integration with patrol lamps - Integration with BI tools (visualization tools) - Other system integrations
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Applications/Examples of results
[Case Study Challenges] - Identifying the causes of equipment downtime in the factory - Reducing equipment downtime in the factory - Calculating appropriate maintenance plans
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Company information
NTC, as a long-established system integrator focused on building large-scale mission-critical system infrastructures, has been providing high-difficulty and high-quality ICT infrastructures such as "communication system infrastructures, large-capacity data processing infrastructures, and big data analysis and utilization infrastructures." In recent years, we have been applying our cultivated technologies and know-how to focus on building IoT infrastructures and information analysis. We contribute to improving our customers' performance by leveraging advanced ICT technologies and experience, such as "building and operating communication and information utilization infrastructures that can adapt to the massive flow of sensor data" for manufacturing companies, and "building and operating business systems that cannot afford data loss or downtime" for telecommunications carriers.