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基于深度神经网络的电厂跑冒滴漏智能识别方法研究
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作者 田维青 彭雪飞 +3 位作者 王成军 居亮 姜浏 张萌 《电子器件》 CAS 2024年第2期524-529,共6页
电厂设备复杂,容易发生跑冒滴漏问题,人工巡检存在发现滞后、人为疏忽、不能实时传达异常情况等问题。基于深度学习卷积神经网络、迁移学习和小样本学习技术,设计电厂异常状态智能识别报警系统,利用深度学习模型检测监控系统捕获的现场... 电厂设备复杂,容易发生跑冒滴漏问题,人工巡检存在发现滞后、人为疏忽、不能实时传达异常情况等问题。基于深度学习卷积神经网络、迁移学习和小样本学习技术,设计电厂异常状态智能识别报警系统,利用深度学习模型检测监控系统捕获的现场图片,识别常见的设备跑冒滴漏现象,准确并且及时地发出警告,以此提高电厂的安全监管和对意外事故的应急能力。采用相对成熟的YOLOv5作为目标检测网络基础框架,针对跑冒滴漏数据稀少问题,对网络结构进行优化并采用迁移学习与小样本学习方法来提高网络识别精度。结果表明,基于深度学习卷积神经网络的电厂异常状态智能识别报警系统,能够保持电厂异常状态识别的准确性和实时性。该系统可以实现自主全天候智能检测,及时推送报警信息,减少利用人力关注监控设备排查异常状态可能发生的疏漏,降低电厂运行维护成本,提高电厂的安全监管与对意外事故的应急能力。 展开更多
关键词 电厂 跑冒滴漏 人工智能 深度卷积神经网络 智能报警
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针尖-样品距离对近场扫描微波显微镜空间分辨率的影响 被引量:1
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作者 鞠量 彭斌 +2 位作者 黄和 曾慧中 张万里 《测试技术学报》 2019年第4期365-368,共4页
根据近场微波测试原理搭建了一套近场扫描微波显微镜系统,在不同针尖-样品距离情况下,测试了宽度分别为260μm和470μm的NiFe薄膜在宽度方向的轮廓,研究结果表明,随着针尖-样品距离的增加,测试的空间分辨率降低.通过对扫描得到的轮廓曲... 根据近场微波测试原理搭建了一套近场扫描微波显微镜系统,在不同针尖-样品距离情况下,测试了宽度分别为260μm和470μm的NiFe薄膜在宽度方向的轮廓,研究结果表明,随着针尖-样品距离的增加,测试的空间分辨率降低.通过对扫描得到的轮廓曲线进行分析,发现测试得到的薄膜线宽随针尖-样品距离的增大而线性增加.结合近场微波领域的基本理论,提出了一种获得薄膜真实线宽的测试方法,为近场扫描微波显微镜的进一步研究奠定了基础. 展开更多
关键词 近场扫描微波显微镜 针尖-样品距离 空间分辨率 线宽
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高龄股骨骨折闭合髓内钉内固定对围手术期静脉血栓相关指标的影响 被引量:7
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作者 李明 万法青 +4 位作者 张英华 贾堂宏 罗公增 鞠亮 黄寿国 《中国组织工程研究》 CAS 北大核心 2018年第23期3609-3614,共6页
背景:近几年闭合股骨髓内钉在股骨骨折治疗中得到广泛应用,尤其对于高龄患者,闭合股骨髓内钉的优势更加明显。目的:旨在评价闭合复位髓内钉内固定和切开复位髓内钉内固定两种方法对高龄股骨骨折患者凝血和D-二聚体等指标的影响,以评估... 背景:近几年闭合股骨髓内钉在股骨骨折治疗中得到广泛应用,尤其对于高龄患者,闭合股骨髓内钉的优势更加明显。目的:旨在评价闭合复位髓内钉内固定和切开复位髓内钉内固定两种方法对高龄股骨骨折患者凝血和D-二聚体等指标的影响,以评估股骨闭合髓内钉内固定后深静脉血栓形成的风险。方法:分析临沂市中心医院2013年10月至2016年7月治疗的95例高龄股骨骨折患者,分别采用了股骨骨折闭合复位髓内钉内固定与切开复位髓内钉内固定。结果与结论:与切开复位相比,闭合复位组术中出血量更低(P<0.05),平均手术时间更短(P<0.05),凝血酶原时间延长(P<0.05),血浆纤维蛋白原较低(P<0.05),血浆D-二聚体含量较少(P<0.05)。提示闭合复位股骨髓内钉内固定在治疗高龄股骨骨折是一项行之有效的治疗方法,可降低内固定后患者血凝指标,继而降低患者深静脉血栓的风险。 展开更多
关键词 静脉血栓形成 股骨骨折 组织工程 髓内钉 深静脉血栓 凝血酶原时间 血浆纤维蛋白原含量 血浆D二聚体
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边缘计算在智慧交通系统中的应用 被引量:12
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作者 吴建波 朱文霞 +1 位作者 剧亮 许致芳 《计算机与现代化》 2021年第12期103-109,122,共8页
随着汽车的普及,交通拥堵问题日益严重,依靠传统云计算的智慧交通系统虽能在一定程度上缓解交通压力,但已无法满足辅助驾驶、自动驾驶等新型车载应用对传输带宽与时延的需求。为了实现海量数据的实时处理,保障公众信息及交通安全,提升... 随着汽车的普及,交通拥堵问题日益严重,依靠传统云计算的智慧交通系统虽能在一定程度上缓解交通压力,但已无法满足辅助驾驶、自动驾驶等新型车载应用对传输带宽与时延的需求。为了实现海量数据的实时处理,保障公众信息及交通安全,提升交通系统运行效率,将边缘计算应用于智慧交通。首先对智慧交通的发展概况进行整体描述,提出基于边缘计算的智慧交通总体架构,充分利用边缘计算物理邻近、高带宽、低时延、位置认知的特点解决目前交通系统信息传递延迟、数据处理不及时、传输负载大等问题。然后,基于无线传输、信息感知、计算卸载及协同处理等方面阐述边缘计算应用于智慧交通亟需解决的关键技术。最后,指出边缘计算应用于智慧交通面临的未来机遇与挑战。 展开更多
关键词 物联网 智慧交通系统 边缘计算 云边协同
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近场微波显微镜软接触模式测量介电常数的研究
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作者 黄和 彭斌 +2 位作者 曾慧中 鞠量 张万里 《测试技术学报》 2020年第6期461-464,480,共5页
近场微波显微镜测试样品介电常数依赖于针尖与样品的距离,准确控制针尖与样品距离是准确测试介电常数的基础.基于谐振腔谐振频率随针尖-样品距离接近曲线的探究,本文提出了一种准确实现探针与样品软接触的方法,采用软接触模式测量了一... 近场微波显微镜测试样品介电常数依赖于针尖与样品的距离,准确控制针尖与样品距离是准确测试介电常数的基础.基于谐振腔谐振频率随针尖-样品距离接近曲线的探究,本文提出了一种准确实现探针与样品软接触的方法,采用软接触模式测量了一系列已知介电常数样品的谐振频率,并对所得的谐振频率-介电常数曲线进行拟合.结果表明,实验结果与理论非常吻合,拟合所得空载谐振频率也与实验一致.本文建立的软接触方法可准确控制针尖与样品的距离,实现介电常数的定量化准确测试. 展开更多
关键词 近场微波显微镜 软接触 介电常数
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微创经伤椎撬拨复位内固定术在胸腰椎骨折治疗中的应用 被引量:3
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作者 聂锋锋 鞠亮 +4 位作者 杜宪法 黄寿国 张英华 陈波 李明 《中国基层医药》 CAS 2018年第21期2734-2738,共5页
目的探讨后路微创经伤椎定向椎弓根螺钉撬拨复位内固定术治疗无神经损伤单节段胸腰椎骨折的临床疗效。方法选择临沂市中心医院2011年2月至2015年6月收治的无神经障碍单节段胸腰椎骨折患者83例为研究对象,采用随机数字表法分为两组,A... 目的探讨后路微创经伤椎定向椎弓根螺钉撬拨复位内固定术治疗无神经损伤单节段胸腰椎骨折的临床疗效。方法选择临沂市中心医院2011年2月至2015年6月收治的无神经障碍单节段胸腰椎骨折患者83例为研究对象,采用随机数字表法分为两组,A组40例给予经伤椎撬拨复位内固定术治疗;B组43例采用经伤椎万向钉复位固定术治疗。观察两组围手术期相关参数、后凸畸形矫正及临床症状改善情况等。结果两组手术时间、术中出血量、住院时间差异均无统计学意义(均P〉0.05)。两组术后相同时期视觉模拟量表(VAS)评分和Oswestry功能障碍指数(ODI)评分差异均无统计学意义(均P〉0.05)。术前A组伤椎椎体前缘高度、矢状位后凸Cobb角、伤椎自身成角分别为(66.3±14.2)%、(20.4±6.5)°、(21.9±6.6)°,B组分别为(64.8±13.5)%、(14.5±7.7)°、(15.6±5.9)°,两组差异均无统计学意义(均P〉0.05);术后A组伤椎椎体前缘高度、矢状位后凸Cobb角、伤椎自身成角分别为(93.8±9.8)%、(5.3±3.3)°、(5.4±2.0)°,B组分别为(88.0±10.6)%、(4.1±2.8)°、(8.1±4.7)°,两组差异均有统计学意义(t=8.893、2.345、3.351,均P〈0.01)。结论微创经伤椎定向椎弓根螺钉撬拨复位内固定术治疗胸腰椎骨折,疗效优于单纯使用万向钉固定,是一种安全有效的手术方式。 展开更多
关键词 脊柱骨折 骨折固定术 骨固定钢丝 疗效比较研究
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Temperature and anion responsive self-assembly of ionic liquid block copolymers coating gold nanoparticles 被引量:1
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作者 junbo LI Jianlong ZHAO +4 位作者 Wenlan WU ju liang Jinwu GUO Huiyun ZHOU Lijuan liang 《Frontiers of Materials Science》 SCIE CSCD 2016年第2期178-186,共9页
In this paper, double hydrophilic ionic liquid block copolymers (ILBCs), poly poly[1-methyl-3-(2-methacryloyloxy propylimidazolium bromine)]-block-(N.isopro. pylacrylamide) (PMMPImB-b-PNIPAAm) was first synthe... In this paper, double hydrophilic ionic liquid block copolymers (ILBCs), poly poly[1-methyl-3-(2-methacryloyloxy propylimidazolium bromine)]-block-(N.isopro. pylacrylamide) (PMMPImB-b-PNIPAAm) was first synthesized by reversible addition- fragmentation chain transfer (RAFT) and then attached on the surface of gold nanoparticles (Au NPs) via a strong gold-sulfur bonding for preparing hybrid nanoparticles (PMMPImB-b-PNIPAAm-@-Au NPs). The hybrid NPs had a three layers micelle-like structure, including a gold core, thermo-responsive inner shell and anion responsive outer corona. The self-assembling behavior of thermal- and anion-response from shell and corona were respectively investigated by change of temperature and addition of (CF3SO2)2N-. The results showed the hybrid NPs retained a stable dispersion beyond the lower critical solution temperature (LCST) because of the space or electrostatic protecting by outer PMMPImBo However, with increasing concentration of (CF3SO2)2N-, the micellization of self-assembling PMMPImB-b-PNIPAAm-@-Au NPs was induced to form micellar structure containing the core with hydrophobic PMMPImB- (CF3SO2)2N- surrounded by composite shell of Au NPs-PNIPAAm via the anion- responsive properties of ILBCs. These results indicated that the block copolymers protected plasmonic nanoparticles remain self-assembling properties of block copoly- mers when phase transition from outer corona polymer. 展开更多
关键词 block copolymer dual stimuli-responsive gold nanoparticles (Au NPs) SELF-ASSEMBLY
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Novel polyzwitterion shell with adaptable surface chemistry engineered to enhance anti-fouling and intracellular imaging of detonation nanodiamonds under tumor pHe
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作者 Biyu ZHOU junbo LI +5 位作者 Binzhong LU Wenlan WU Leitao ZHANG ju liang junpeng YI Xin LI 《Frontiers of Materials Science》 SCIE CSCD 2020年第4期402-412,共11页
In this work,zwitterionic polymer(polyzwitterion)coated nanodiamonds(ND)with tumorous pH responsiveness were prepared for efficient application of commercial NDS in tumor cells imaging.Poly(carboxybetaine methacrylate... In this work,zwitterionic polymer(polyzwitterion)coated nanodiamonds(ND)with tumorous pH responsiveness were prepared for efficient application of commercial NDS in tumor cells imaging.Poly(carboxybetaine methacrylate)was firstly grafted on the pristine NDS(PCBMA-@-NDs)by surface-initiated reversible addition-fragmentation chain transfer(RAFT)polymerization.To achieve pH responsiveness and activated interaction with tumor cells,PCBMA-@-NDs were subsequently modified with benzene sulfonamide(PCBSA-@-NDs)via one step carbodiimide chemistry.The surface polymer functionalization was characterized by FTIR,1H NMR and TGA,and PCBMA-@-NDs and PCBSA-@-NDs showed great dispersibility,enhanced fluorescence intensity and excellent antifouling property in contrast to pristine NDs.Moreover,PCBSA-@-NDs was able to switch zwitterionic surface(at pH 7.4)reversibly into positive charge(at pH 6.5)via protonated or deprotonated acylsulfonamide.As expected,PCBSA-@-NDS demonstrated higher cell affinity and better imaging performance than those of zwitterionic NDS at tumor slight acid environment,proven by fluorescence microscopy and flow cytometry.Overall,we provide a feasible and valuable strategy to construct smart NDS,thus encouraging the application of cost-effective fluorescence nanomater-ials in biomedical fields. 展开更多
关键词 zwitterionic polymer surface coating PH-RESPONSIVE charge-reversal cell imaging
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Synthesis and self-assembly of temperature and anion double responsive ionic liquid block copolymers
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作者 ju liang Wenlan WU +4 位作者 junbo LI Chen HAN Shijie ZHANG Jinwu GUO Huiyun ZHOU 《Frontiers of Materials Science》 SCIE CSCD 2015年第3期254-263,共10页
In this paper, double hydrophilic ionic liquid block copolymers (ILBCs), poly(N-isopropylacrylamide)-block-poly[1-methyl-3-(2-methacryloyloxy propylimidazo- lium bromine)] (PNIPAM-b-PMMPImB), were polymerized ... In this paper, double hydrophilic ionic liquid block copolymers (ILBCs), poly(N-isopropylacrylamide)-block-poly[1-methyl-3-(2-methacryloyloxy propylimidazo- lium bromine)] (PNIPAM-b-PMMPImB), were polymerized by two-step reversible addi- tion-fragmentation chain transfer (RAFT) process. The composition and molecular weight distributions of ILBCs were characterized using 1HNMR and gel permeation chromato- graphy (GPC). The self-assembly and temperature- and anion-responsive behaviors of ILBCs were investigated by UV-Vis spectroscopy, TEM and dynamic light scattering (DLS). With increasing the concentration of (CF3SO2)2N-, the micellization of self- assembling PNIPAM-b-PMMPImB was induced to form a core-shell structure containing the core with hydrophilic PMMPIm-(CF3SO2)2N- surrounded by the shell of PNIPAM via the anion-responsive properties of ILBCs. However, upon temperature increasing, PNIPAM-b- PMMPImB formed the micelles composing of PNIPAM core and PMMPImB shell. The ionic liquid segment with strong hydrophilic property enhanced the hydrogen bonding interaction which expanded the temperature range of phase transition and increased the lower critical solution temperature (LCST) of the system. These results indicate that ILBCs prepared in this paper have excellent temperature and anion double responsive properties, and may be applied as a kind of potential environmental responsive polymer nanoparticles. 展开更多
关键词 ionic liquid block copolymer (ILBC) SELF-ASSEMBLY micelles stimulus-responsive polymer nanoparticle
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Climatology of the Meteorological Factors Associated with Haze Events over Northern China and Their Potential Response to the Quasi-Biannual Oscillation
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作者 ju liang Yaoguo TANG 《Journal of Meteorological Research》 SCIE CSCD 2017年第5期852-864,共13页
An upswing in haze weather during autumn and winter has been observed over North and Northeast China in re- cent years, imposing adverse impacts upon local socioeconomic development and human health. However, such an ... An upswing in haze weather during autumn and winter has been observed over North and Northeast China in re- cent years, imposing adverse impacts upon local socioeconomic development and human health. However, such an increase in the occurrence of haze events and its association with natural climate variability and climate change are not well understood. To investigate the climatology of the meteorological factors associated with haze events and their natural variability, this study uses a meteorological pollution index called PLAM (Parameter Linking Air-qual- ity to Meteorological conditions) and ERA-Interim reanalysis data. The results suggest that high PLAM values tend to occur over southern parts of northem China, implying the weather conditions over this area are favorable for the occurrence of haze weather. For the period 1979-2014, the regional mean PLAM shows an overall increase across Beijing, Tianjin, and Hebei Province, and parts of Shanxi Province. Also, a periodicity of 28-34 months is found in the temporal variation of PLAM, which implies a potential association of PLAM with the stratospheric Quasi-Bian- nual Oscillation (QBO). By using the QBO index during the autumn and winter seasons in the preceding year, an in- crease in PLAM is found for the westerly phases of the QBO, relative to the easterly phases. An upper-tropospheric warming is also found in the westerly phases, which can induce a stable stratification that favors the increase in PLAM across the midlatitudes. The modulations of large-scale environmental factors, including moist static stability, vertical velocity, and temperattu'e advection, also act to enhance PLAM in the westerly phases. However, the baro- clinic term of moist potential vorticity at 700 hPa tends to decrease over the south, and an increase in low-level as- cent is found over the north. These factors can reduce PLAM and possibly limit the statistical significance of the in- creased PLAM in the westerly phases of the QBO. 展开更多
关键词 haze events Parameter Linking Air-quality to Meteorological conditions (PLAM) Quasi-Biannual Os-cillation (QBO)
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