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52results about How to "Detect anomalies" patented technology

Roller kiln energy consumption anomaly detection method based on self-adaptive principal component analysis

The invention relates to the technical field of detection methods, in particular to a roller kiln energy consumption anomaly detection method based on self-adaptive principal component analysis. The roller kiln energy consumption anomaly detection method comprises the following specific steps that (1) firstly, a sample L is collected, the collected sample is standardized, and then a covariance matrix S is calculated; (2) characteristic decomposition is carried out on S, a principal component number k is obtained through calculation by using a CPV method, and a characteristic vector and a characteristic value are intercepted to obtain a load matrix P and a characteristic value matrix lambda; (3) an initial control limit is calculated; (4) a new sample of the sample L is continuously collected after a certain moment, standardizing is carried out, and abnormal judgment is carried out on the new sample; and (5) the steps (1), (2), (3) and (4) are circulated until the number of the samplesneeding to be updated reaches the number of the samples needing to be updated, the samples are updated and abnormal information judgment is carried out. According to the roller kiln energy consumptionanomaly detection method based on the self-adaptive principal component analysis, the abnormal condition of the roller kiln can be effectively detected, and the detection efficiency is greatly improved.
Owner:GUANGDONG UNIV OF TECH

I-type three-level inverter switching tube self-checking method applied to SVG

The invention provides an I-type three-level inverter switching tube self-checking method applied to SVG. The I-type three-level inverter switching tube self-checking method comprises the following steps: S1, judging whether a direct-current bus is normal or not according to the ratio of an actual bus voltage sampling value to an input voltage peak value; S2, detecting whether the filter capacitor voltage of the I-type three-level inverter is normal or not; and S3, applying a PWM driving signal to a switching tube of the I-type three-level inverter, determining an inductive current threshold value according to the calculated theoretical value of the inductive current, and comparing the sampled actual value of the inductive current with the inductive current threshold value so as to judge whether the switching tube is normal or not. According to the I-type three-level grid-connected inverter switching tube detection method, the abnormal condition of the I-type three-level grid-connected inverter switching tube can be timely and comprehensively detected through direct-current bus voltage detection, filter capacitor voltage detection and sequential detection of the switching tube without an additional circuit or equipment, and the equipment cost is reduced on the premise that the inverter can be prevented from being further damaged.
Owner:QINGDAO TOPSCOMM COMM +1

Power conversion device and abnormality detection method

The invention provides a power conversion device and an abnormality detection method. A power conversion device (100) is provided with: a first-type index calculation unit that calculates a first-type index for diagnosing the presence or absence of an abnormality in a DC voltage detector on the basis of an index using a detection value of the DC voltage detector; a second-type index calculation unit that calculates a second-type index that is represented as an index change when a detection abnormality in which a detection value changes in a predetermined direction occurs in either the first DC voltage detector (25) or the second DC voltage detector (26); an integrated diagnostic index calculation unit that calculates an integrated diagnostic index on the basis of the second type of index; and an abnormality determination unit (72) that performs, with respect to the DC voltage detectors, an operation of switching the detection value of the DC voltage detector assumed to be abnormal to an output estimated value estimated from the detection values of the other DC voltage detectors. On the basis of a change in the comprehensive diagnosis index, it is determined which of the first DC voltage detector and the second DC voltage detector has occurred an abnormality.
Owner:HITACHI LTD
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