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Accurate detection method of pig's temperature based on non-point source thermal infrared image 被引量:1
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作者 zaiqin zhang Hao Wang +6 位作者 Tonghai Liu Yueqiang Wang Hang zhang Feiyan Yuan Xue Yang Shunlai Xu Yuhuan Meng 《CAAI Transactions on Intelligence Technology》 EI 2021年第3期312-323,共12页
Body temperature measurement is a very important task in the sow breeding process.The authors used an infrared camera to detect the temperature of the body surface of the sows,relying on calculating the average of the... Body temperature measurement is a very important task in the sow breeding process.The authors used an infrared camera to detect the temperature of the body surface of the sows,relying on calculating the average of the infrared image temperature in the ear root region.Based on the grayscale value of the target image of the infrared image and the corresponding temperature value of 180 infrared images,a G-T(Gray-Temperature)model was established by linear least squares method,which achieved temperature inversion of each pixel of the target pig.For the different growth stages and different breeds of sows,the R-square of the all established models is greater than 0.95.The average relative error of the model inversion of the body temperature was only 0.076977%.This means that the body temperature of the sows could be detected without relying on the software.Based on the G-T model,the authors design a kind of sow's ear root recognition and body surface temperature detection algorithm for different sow population scenarios. 展开更多
关键词 IMAGE METHOD BREEDING
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Numerical simulation of the interfacial stress between epoxy resin and metal conductor of power equipment during epoxy curing 被引量:1
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作者 Chuang Wang Gang Zhou +4 位作者 Qing Sun Chi Chen zaiqin zhang Hui Li ZongRen Peng 《High Voltage》 SCIE EI 2022年第5期903-915,共13页
There are many metal and epoxy resin interfacial structures in power equipments,which can generate interfacial stress concentrations and may induce accidents due to epoxy curing.In this paper,through simplifying inter... There are many metal and epoxy resin interfacial structures in power equipments,which can generate interfacial stress concentrations and may induce accidents due to epoxy curing.In this paper,through simplifying interface structure into a coaxial cylindrical model,the formation mechanism of interfacial stress concentration of this interface structure was studied during epoxy resin curing process.The strain and temperature at the interface were measured by the strain and temperature measurement system.Then a model for calculating the interface stress distribution was established,including the heat conduction module,curing dynamics module and curing deformation module.The validity of the model was verified by comparing the calculated results with the measured results.In addition,the air gap defects at the interface,appearing after the curing process,were simulated.The results show that,after the curing process,the first principal stress at the centre of the interface gradually increases from the centre to the edge,reaching 41.06 and 40.20 MPa at the upper and lower edges respectively.The existence of air gap leads to partial discharge at low voltage.The calculation model can be extended to the stress prediction between the metal and epoxy resin in other power equipments. 展开更多
关键词 RESIN CURING INTERFACIAL
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Study on body temperature detection of pig based on infrared technology: A review 被引量:6
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作者 zaiqin zhang Hang zhang Tonghai Liu 《Artificial Intelligence in Agriculture》 2019年第1期14-26,共13页
Body temperature is an important physiological indicator in the whole process of pig breeding.Temperature measurement is also an effective means to assist in disease diagnosis and pig health monitoring.In the conventi... Body temperature is an important physiological indicator in the whole process of pig breeding.Temperature measurement is also an effective means to assist in disease diagnosis and pig health monitoring.In the conventional method of measuring body temperature,a mercury column is used to obtain the rectal temperature.The operation of thismethod is complicated and requires a large amount of labor.This kind of temperature measurement method is contact and canmake the pig stressed,which is disadvantageous for the healthy growth of pigs.Therefore,rectal temperaturemeasurement no longer meets the needs of the large-scale pig industry in China's welfare agriculture.In recent years,the emerging pig body temperature detection technologies are electronic temperaturemeasurement technology,infrared temperature measurement technology and so on.Infrared temperature measurement technology has been the main means of measuring the temperature of pig body surface with its advantages of non-contact,long distance and real-time.At present,infrared temperature measurement technology and infrared image processing technology used in pig breeding are still in the exploration stage.Nowadays,the infrared temperature measurement equipment based on point-by-point analysis represented by infrared thermometer and temperature measurement equipment based on full-field analysis represented by infrared thermal imager have been applied to pig breeding industry.These types of temperaturemeasurement are more in line with the needs of the pig breeding industry to transform and upgrade to the automation,in line with the development concept of welfare farming and smart agriculture,and its development prospects are very impressive. 展开更多
关键词 Pig body temperature measurement NON-CONTACT Infrared image processing
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