Acceleration Sensor Characterization for Motor Anomaly Detection
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Solution Overview
Problem
Existing drive control devices face difficulties in determining anomalies and mounting orientation of acceleration sensors when they are detached from movable parts.
Innovation Solution
A characteristic calculation device that utilizes a sensor information obtainer to gather position and acceleration data, and a sensor characteristic calculator to determine balance and detection sensitivity information based on this data, allowing for accurate anomaly detection even if the sensor is detached.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Device complexity
If the acceleration sensor is detached from the movable part, then the device complexity is reduced, but the reliability of anomaly detection deteriorates
Solution Approach 1:
The patent introduces position information from a position detector as an intermediary element to bridge the gap between the detached acceleration sensor and the movable part. By combining position data with acceleration data, the system can infer the relationship between the sensor and movable part, enabling anomaly detection without direct physical attachment. This mediator approach allows the system to maintain detection capability while reducing mounting complexity.
Solution Approach 2:
The system implements feedback by continuously monitoring both position and acceleration information, then comparing the detected acceleration with expected acceleration based on position data. This feedback mechanism enables the system to detect anomalies in the acceleration sensor's operation or mounting orientation even when detached, as discrepancies between expected and actual acceleration will be detected through the feedback loop.
2Device complexity
If only acceleration detection values are used for anomaly determination, then the measurement process is simplified, but the measurement precision deteriorates
Solution Approach 1:
The patent merges position information from the position detector with acceleration information from the acceleration sensor to create a more comprehensive detection basis. By combining these two types of information, the system achieves higher measurement precision in anomaly detection without significantly increasing device complexity, as both information sources are already present in the motor control system.
Solution Approach 2:
The position detector, originally serving its primary function for position control, is also utilized for acceleration-based anomaly detection when combined with acceleration sensor data. This multi-functional use of existing components enables precise anomaly detection without adding dedicated detection hardware, thereby maintaining simplicity while improving measurement precision.
Data Source
AI summary
A characteristic calculation device includes a sensor information obtainer that obtains position information indicating a position of a motor as detected by a position detector, and acceleration information indicating an acceleration of a movable part connected to the motor as detected by an acceleration sensor attached to the movable part; and a sensor characteristic calculator that calculates and outputs at least one of balance information or detection sensitivity information, based on the position information and the acceleration information, the balance information indicating a degree of matching between a direction of an axis of detection by the acceleration sensor and a direction of acceleration to be detected by the acceleration sensor, the detection sensitivity information indicating a detection sensitivity of the acceleration sensor.


