Health state early warning method and system suitable for ruminant livestock
A health status and early warning system technology, applied in data processing applications, medical equipment, instruments, etc., can solve the problem that the alarm feature algorithm cannot be accurately optimized, the body temperature of individual cattle cannot be obtained accurately and in real time, and the mortality rate cannot be reduced or eliminated. rate and other issues, to achieve the effect of ensuring long-term stable operation, improving veterinary work efficiency and diagnosis and treatment level, and reducing equipment power consumption
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Embodiment 1
[0072] A health state early warning method applicable to ruminant livestock, comprising the following steps:
[0073] S1. Wear a wireless ear canal temperature monitoring device for livestock to collect real-time body temperature data;
[0074] S2. Establish a file library for livestock, and store the historically collected temperature data one by one to form the exclusive body temperature monitoring data for each livestock;
[0075] S3. Establish a confirmed sample based on the historical collection data of each livestock, and match the current body temperature data with the confirmed sample index. If the match is successful, an early warning signal will be generated; if the match is unsuccessful, the current body temperature T will be compared with the highest normal body temperature Tmax , Compared with the lowest value Tmin of normal body temperature, if TminTmax or T<Tmin, record an abnormality once, if the current number of abnormalities is greater than the preset value,...
Embodiment 2
[0078] This embodiment is on the basis of embodiment 1:
[0079] The confirmed sample indicators refer to:
[0080] Assume that the number of temperature collections in a single hour is n, and the collected temperature data are T1, T2...T(n-1), T, where T refers to the current body temperature;
[0081] The absolute value of the difference between the two collected body temperature values, divided by the number of intervals between the two collections is the slope R: the collected temperature of the xth time is Tx, and the collected temperature of the yth time is Ty, R=|Tx-Ty| / (y-x );
[0082] The maximum temperature rising slope in a single hour is R1, and the maximum temperature falling slope in a single hour is R2;
[0083] If T>Tmax, and |T-T1|>R1 or |T-T2|>R1 or ...|T-T(n-1)|>R1, the body temperature is abnormal and an alarm is issued;
[0084] If TR2 or |T-T2|>R2 or ...|T-T(n-1)|>R2, the body temperature is abnormal; an alarm is issued.
Embodiment 3
[0086] This embodiment is on the basis of embodiment 2:
[0087] The method of correcting the indicators of confirmed samples is as follows:
[0088] If the result is confirmed:
[0089] If T>Tmax, and |T-T1|>R1 or |T-T2|>R1 or ...|T-T(n-1)|>R1, then
[0090] Suppose R1max=R1, R1min=R1*0.99,
[0091] R1=(R1max+R1min) / 2;
[0092] If TR2 or |T-T2|>R2 or...|T-T(n-1)|>R2, then
[0093] Suppose R2max=R2, R2min=R2*0.99,
[0094] R2=(R2max+R2min) / 2;
[0095] If the judgment result is a misdiagnosis:
[0096] If T>Tmax, and |T-T1|>R1 or |T-T2|>R1 or ...|T-T(n-1)|>R1, then
[0097] Suppose R1min=R1, R1max=R1*1.01,
[0098] R1=(R1max+R1min) / 2;
[0099] If TR2 or |T-T2|>R2 or...|T-T(n-1)|>R2, then
[0100] Suppose R2min=R2, R2max=R2*1.01,
[0101] R2=(R2max+R2min) / 2.
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