18354512. AUTOMATIC ANALYSIS SYSTEM AND AUTOMATIC ANALYSIS METHOD FOR INFRASTRUCTURE OPERATION DATA simplified abstract (SAMSUNG DISPLAY CO., LTD.)
Contents
AUTOMATIC ANALYSIS SYSTEM AND AUTOMATIC ANALYSIS METHOD FOR INFRASTRUCTURE OPERATION DATA
Organization Name
Inventor(s)
Yeonggeun Park of Yongin-si (KR)
AUTOMATIC ANALYSIS SYSTEM AND AUTOMATIC ANALYSIS METHOD FOR INFRASTRUCTURE OPERATION DATA - A simplified explanation of the abstract
This abstract first appeared for US patent application 18354512 titled 'AUTOMATIC ANALYSIS SYSTEM AND AUTOMATIC ANALYSIS METHOD FOR INFRASTRUCTURE OPERATION DATA
Simplified Explanation
The patent application describes an automatic analysis system and method for analyzing infrastructure operation data. The system includes a scheduler that determines designated periods, a data extractor that calculates relative standard deviations based on infrastructure operation data during the first designated period, and selects representative values from the relative standard deviations calculated during the second designated period. A trend-coefficient calculator then calculates a trend coefficient during the third designated period based on the selected representative values. A determiner determines whether the infrastructure is predicted to be abnormal based on the trend coefficient.
- The system automatically analyzes infrastructure operation data.
- It calculates relative standard deviations and selects representative values.
- It uses linear regression analysis to calculate a trend coefficient.
- It predicts whether the infrastructure is abnormal based on the trend coefficient.
Potential applications of this technology:
- Infrastructure monitoring and maintenance
- Predictive maintenance for critical infrastructure
- Real-time analysis of infrastructure operation data
Problems solved by this technology:
- Early detection of abnormalities in infrastructure operation
- Improved maintenance planning and resource allocation
- Minimization of downtime and disruptions in infrastructure systems
Benefits of this technology:
- Cost savings through proactive maintenance
- Increased reliability and performance of infrastructure systems
- Enhanced safety and security of critical infrastructure
Original Abstract Submitted
Provided are an automatic analysis system and automatic analysis method for infrastructure operation data. The automatic analysis system includes a scheduler configured to determine a first designated period, a second designated period, and a third designated period, a data extractor configured to calculate relative standard deviations based on data of one or more components according to an operation of an infrastructure during the first designated period, and configured to select a representative value from among the relative standard deviations calculated during the second designated period including the first designated period, a trend-coefficient calculator configured to calculate a trend coefficient during the third designated period through linear regression analysis based on representative values selected by the data extractor during the third designated period including the second designated period, and a determiner configured to determine whether the infrastructure is predicted to be abnormal based on the trend coefficient.
