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基于改进的CenterNet变电站设备红外温度检测方法
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作者 张佳钰 蔡泽烽 冯杰 《计算机测量与控制》 2024年第7期50-56,共7页
红外检测能够检测变电站电力设备温度异常,降低安全事故发生的概率,因此,提出一种基于改进的CenterNet目标检测算法模型CenterNet_PRO;该算法采用了ShuffleNet V1/V2作为骨干网络、引入了FPN来提取多尺度特征,为了克服不同尺度目标检测... 红外检测能够检测变电站电力设备温度异常,降低安全事故发生的概率,因此,提出一种基于改进的CenterNet目标检测算法模型CenterNet_PRO;该算法采用了ShuffleNet V1/V2作为骨干网络、引入了FPN来提取多尺度特征,为了克服不同尺度目标检测的难点、增加旋转角度回归分支,用于预测目标的旋转角度以及改进的IoU Loss进行优化,进一步提高模型检测速度和准确率;通过阈值分割法提取电力设备表面温度并分析计算,设计制定电力设备温度缺陷判断规范、温度警告阈值,根据该规范即可判断电力设备的相关缺陷;实验结果表明,改进的CenterNet模型平均精度达到了90%,相比于传统的CenterNet模型,平均精度提高了1.3个百分点,可以满足实际变电站场景下对电力设备红外检测的高要求。 展开更多
关键词 CenterNet ShuffleNet 电力设备 红外图像温度缺陷检测 提取多尺度特征
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基于镀银纱线的电加热织物温度场模拟与电热性能 被引量:6
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作者 李雅芳 刘皓 赵义侠 《材料工程》 EI CAS CSCD 北大核心 2019年第2期68-75,共8页
运用ANSYS有限元模拟软件对镀银纱线在织物中加热过程进行数值模拟,并通过调整镀银纱线之间的距离和施加电压分析不同条件下加热织物内部和周围空气中热场分布情况。根据模拟结果制备镀银纱线加热织物,验证模拟结果并研究电加热织物电... 运用ANSYS有限元模拟软件对镀银纱线在织物中加热过程进行数值模拟,并通过调整镀银纱线之间的距离和施加电压分析不同条件下加热织物内部和周围空气中热场分布情况。根据模拟结果制备镀银纱线加热织物,验证模拟结果并研究电加热织物电热性能。结果表明,随着电压的增加,镀银纱线平衡温度升高,当输出电压为7V时,镀银纱线在织物中实测温度可达109.7℃。设定镀银纱线间距为3mm,使镀银纱线在较低成本下获得较高的表面温度均匀性。加热织物的升温速度和平衡温度随着功率密度的增加而增加,模拟结果与实测结果趋势一致且结果偏差小于4.5%,说明有限元分析结果能够作为镀银纱线加热织物制备的重要参考依据。 展开更多
关键词 有限元模拟 镀银纱线 柔性加热织物 电热性能 红外温度图像
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1秒内测出体温的红外热像仪研制成功
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《中国创业投资与高科技》 2003年第6期59-59,共1页
关键词 红外热像仪 “慧眼HW-05人体温度红外图像仪” 华中科技大学 体温测量
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针织加热织物的热电性能 被引量:7
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作者 刘皓 李津 +2 位作者 陈莉 康卫民 杨海乐 《纺织学报》 EI CAS CSCD 北大核心 2015年第1期50-54,共5页
为研究镀银导电长丝在积极保暖服装中应用的可行性,对导电长丝的热电稳定性进行测试,并采用镀银导电长丝和涤纶短纤纱制作了3种不同结构的针织加热织物以研究其加热效果。结果显示,镀银导电长丝的电阻随着老化时间和老化温度的增加而增... 为研究镀银导电长丝在积极保暖服装中应用的可行性,对导电长丝的热电稳定性进行测试,并采用镀银导电长丝和涤纶短纤纱制作了3种不同结构的针织加热织物以研究其加热效果。结果显示,镀银导电长丝的电阻随着老化时间和老化温度的增加而增大。通过提取和分析镀银导电长丝和针织加热织物表面的红外温度图像,得出其表面最高平衡温度与功率消耗密度呈正比关系,且针织加热织物的功率消耗密度与模拟服装内部的平衡温度也高度线性相关。 展开更多
关键词 积极保暖 镀银长丝 热电性能 针织加热织物 红外温度图像
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基于原位聚合法制备聚吡咯涂层针织物及其热学性能研究 被引量:1
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作者 李雅芳 刘猛 +2 位作者 刘皓 康卫民 李晓久 《化工新型材料》 CAS CSCD 北大核心 2018年第5期249-252,共4页
采用原位聚合法在针织物表面涂覆聚吡咯,制备具有良好导电性能的柔性导电针织物。采用红外摄像仪采集不同电压下聚吡咯涂层针织物的表面温度图像。结果显示,聚吡咯涂层针织物平衡温度随着施加电压的升高而升高,聚吡咯涂层针织物的表面... 采用原位聚合法在针织物表面涂覆聚吡咯,制备具有良好导电性能的柔性导电针织物。采用红外摄像仪采集不同电压下聚吡咯涂层针织物的表面温度图像。结果显示,聚吡咯涂层针织物平衡温度随着施加电压的升高而升高,聚吡咯涂层针织物的表面温度与织物的功率密度成正比。对聚吡咯涂层针织物温度随时间的变化曲线进行拟合,拟合相关系数均大于0.9783。在10次循环加热测试中最高温度和稳态平均温度的变化率分别为7.04%和3.4%。柔性加热针织物在积极发热保暖服装领域具有非常广阔的应用前景。 展开更多
关键词 聚吡咯 原位聚合法 针织物 柔性加热织物 红外温度图像
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柔性加热材料的制备与性能评价
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作者 崔凤烨 钱晓明 +3 位作者 王立晶 曾原 刘皓 焦宏璞 《化工新型材料》 CAS CSCD 北大核心 2020年第8期267-270,共4页
以镀银纱线、无纺布粘合衬与棉布为原料,制备了一种柔性加热材料,并对其电热性能进行测试,研究其模拟服装加热效果。结果表明:可通过调节通电电压和样品电阻控制柔性加热材料的发热温度,实现控温加热功能。通过提取和分析柔性加热材料... 以镀银纱线、无纺布粘合衬与棉布为原料,制备了一种柔性加热材料,并对其电热性能进行测试,研究其模拟服装加热效果。结果表明:可通过调节通电电压和样品电阻控制柔性加热材料的发热温度,实现控温加热功能。通过提取和分析柔性加热材料表面的红外温度图像,得出柔性加热材料表面的发热温度,所制备的柔性加热材料发热均匀、性能良好,且模拟服装内部的设定平衡温度与柔性加热材料的功率消耗呈线性相关。证实了该材料在服装保暖领域的应用潜力。 展开更多
关键词 柔性加热材料 电阻 电热性能 红外温度图像
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Infrared radiation measurement of the aerial target based on temperature calibration and target images 被引量:2
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作者 CAO Xi-zheng GUO Li-hong LI Zhuo 《Optoelectronics Letters》 EI 2006年第6期463-467,共5页
The gray level values of target pixels of infrared images processed by the SUSAN noise filtering algorithm and the background filtering algorithm are calculated,assuming that the target distance is given in image acqu... The gray level values of target pixels of infrared images processed by the SUSAN noise filtering algorithm and the background filtering algorithm are calculated,assuming that the target distance is given in image acquisition.The equivalent blackbody temperature is obtained by the temperature calibration model that represents the quantitative relation,at a certain integration time,between the gray level value and the equivalent blackbody temperature.The temperature calibration model has been acquired by the curve fitting with the experimental data of blackbody temperature calibration using Origin 6.0.Then the target radiance can be determined by the radiant flux equivalence model built on condition that the target radiant flux received by the infrared detector is equivalent to that of the blackbody placed in front of the infrared detector at a close distance.This measuring method is based on the temperature calibration parameters and real image information,so it can avoid subjectivity of the traditional theory modeling methods. 展开更多
关键词 红外线辐射测量 温度校准 目标图像 滤波算法
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针织加热织物的设计及其电热性能测试 被引量:11
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作者 卢俊宇 陈莉 刘皓 《上海纺织科技》 北大核心 2017年第3期31-34,共4页
为开发发热稳定且均匀的电热织物,对织物所用镀银纱线的最大负载电流和电阻稳定性进行了测试。通过改变镀银纱线和涤纶纱线横列的排列方式织造了5种不同的加热织物,测试了织物通电过程中的电阻稳定性、升温特性以及表面温度均匀性。结... 为开发发热稳定且均匀的电热织物,对织物所用镀银纱线的最大负载电流和电阻稳定性进行了测试。通过改变镀银纱线和涤纶纱线横列的排列方式织造了5种不同的加热织物,测试了织物通电过程中的电阻稳定性、升温特性以及表面温度均匀性。结果显示:镀银纱线(10 cm)的最大负载电流为0.213 A,所能承受的最高温度为110℃;加热织物通电后温度升高并达到稳定状态,当镀银纱线和涤纶纱线横列排列方式为3∶2时织物达到的平衡温度最高,而电阻变化相对较大;通过分析5种织物的红外温度图像可知,当镀银纱线和涤纶纱线横列排列方式为1∶2时,其表面温度分布均匀性最好。 展开更多
关键词 针织物 加热织物 电热性能 镀银纱线 红外温度图像 表面温度均匀性
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Infrared thermography display of cortical temperature in cats 被引量:1
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作者 张栋 王淑友 傅卫星 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第11期1670-1674,151,共5页
OBJECTIVE: To use infrared thermography to take cat cerebral cortical temperature in order to visualize the temperature of its entire cerebral cortex as an image. METHODS: After performing craniotomy for exposure of c... OBJECTIVE: To use infrared thermography to take cat cerebral cortical temperature in order to visualize the temperature of its entire cerebral cortex as an image. METHODS: After performing craniotomy for exposure of cerebral hemispheres in 52 cats, their cortical temperatures were displayed and analyzed by computerized infrared thermovision. RESULTS: The temperature distribution of the cerebral cortex was uneven, with a maximum difference of 2.3 degrees C among different cortical areas. The temperature in the cortical anterior-inferior area (including the Ant. Ectosylvian, the lower section of Mid. Ectosylvian and the Ant. Sylvian) was higher compared to the temperature in the posterior-super-parts (Post. Suprasylvian, Mid. Suprasylvian, Post. Lateral and Ant. Lateral). Locations with higher or lower temperatures showed little change within three days after craniotomy, and the cortical temperature held steady. CONCLUSION: The use of cortical infrared thermo-images for display of cat cortical temperature is possible and has many advantages over traditional methods. This new neuroimaging method has a practical value in neurological research. 展开更多
关键词 Body Temperature THERMOGRAPHY ANIMALS CATS Cerebral Cortex ELECTROACUPUNCTURE Female Infrared Rays Male Research Support Non-U.S. Gov't
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Preliminary observation on effect of cupping on the skin surface temperature of patients with back pain 被引量:8
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作者 许培昌 崔淑丽 +2 位作者 胡政伟 许晟 李达良 《World Journal of Acupuncture-Moxibustion》 2014年第4期59-61,共3页
Objective To preliminarily observe the effects of cupping on localized skin temperature of patients with back pain.Methods A total of 43 patients with back pain were included in this study.They were treated with mediu... Objective To preliminarily observe the effects of cupping on localized skin temperature of patients with back pain.Methods A total of 43 patients with back pain were included in this study.They were treated with medium-sized cups with a volume of 260 mL The randomly selected Xinshu(心俞 BL 15)on one side(37 cases) was given cupping treatment while that on the other side as the control.And Shenshu(肾俞 BL 23)(6 cases) was treated in the same way.The thermal infrared imager was used to record the changes in localized skin temperature before and after cupping(for 10 minutes),and then comparison was made with that of the control side.Results After cupping,the localized skin temperature fell and then rose.When the cup was removed after retaining for 10 minutes,the localized skin temperature was(0.4±0.9) ℃(P=0.004) lower than that before cupping;10 minutes after cupping off,the localized skin temperature was(0.4±1.1) ℃(P=0.016) higher than that before cupping while(0.8±0.9) ℃ higher than that when cupping off.The skin surface temperature on the control side declined steadily.Conclusion After cupping treatment,the localized skin temperature fell and then rose while that of the control side declined steadily.It might be related to therapeutic effects. 展开更多
关键词 ACUPUNCTURE cupping therapy skin temperature infrared ray thermal imagine
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Differences in thermal effects of moxibustion at Zusanli(ST 36) and Hegu(LI 4) on various facial areas in healthy people 被引量:13
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作者 Yiling Yang Laixi Ji +3 位作者 Gaobo Li Xiufang Deng Peisi Cai Ling Guan 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2012年第3期397-403,共7页
OBJECTIVE:To study the effects of temperature on different facial areas by suspended moxibustion at two points,Zusanli(ST 36) and Hegu(LI 4),and probe the phenomena underlying self-regulation in the human body after t... OBJECTIVE:To study the effects of temperature on different facial areas by suspended moxibustion at two points,Zusanli(ST 36) and Hegu(LI 4),and probe the phenomena underlying self-regulation in the human body after thermal stimulation.METHODS:Thirty healthy volunteers accepted moxibustion over Zusanli(ST 36) and Hegu(LI 4),and the order of moxibustion points was randomly determined.Moxibustion method:suspension of moxibustion over Zusanli(ST 36) and Hegu(LI 4) on both sides was performed using an ignited moxa stick stuck in a support for 20 min.Observation method:An infrared thermal image of the face was taken before and after suspended moxibustion using a CK350 medical infrared thermal imaging instrument.Data analysis:A thermal microscopic section view system(TMTSys) was used to analyze the change in temperature in special facial areas.Statistical analysis was carried out using SPSS 14.0 software.RESULTS:Before moxibustion was suspended,the facial thermal image showed a T-shaped thermal area related to the vascular distribution with even temperature and good symmetry on both sides.Suspended moxibustion over Zusanli(ST 36) have a very significant increase in temperature at the forehead,around the nose,at the corners of the mouth,and at the cheeks and lips(P<0.01).Suspended moxibustion over Hegu(LI 4) also have a significant(P<0.05) increase in temperature around the nose,the corners of the mouth,the cheeks,and lips,where has a new high temperature area was formed(P<0.01).Suspended moxibustion over Hegu(LI 4) raised the temperature at the middle point of the lips more obviously than did Zusanli(ST 36) in the same person,(P<0.05).After 10 min of moxibustion over Zusanli(ST 36) and Hegu(LI 4),the change in temperature in the facial area reached its peak value.CONCLUSIONS:Facial infrared thermography of healthy people revealed a T-shaped thermal area reflecting a physiological thermal area.Moxibustion over Zusanli(ST 36) or Hegu(LI 4) raised the temperature in this facial T-shaped thermal area.Hegu(LI 4) led to the formation of a new thermal area in the lips.The time required for moxibustion to regulate human body temperature was 10 min. 展开更多
关键词 MOXIBUSTION Point ST 36(Zusanli) Point LI 4(Hegu) Infrared thermal image
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