基于堆叠自编码器神经网络的复合电磁检测铁磁性双层套管腐蚀缺陷分类识别方法

铁磁性双层套管长期服役于恶劣的工作环境,极易出现腐蚀缺陷,定期为服役中的双层套管进行在线检测十分必要,而对管壁腐蚀缺陷位置的分类识别是管道定量检测与维修的前提和基础,实时准确的套管腐蚀缺陷分类识别能力是决定管道在线检测效率的重要因素。针对这一情况,将脉冲远场涡流和脉冲涡流技术相结合,提出了基于堆叠自编码器神经网络的分类方法。通过仿真和实验选取合适特征量作为输入层,实现了内管外壁腐蚀、外管内壁腐蚀和外管外壁腐蚀的分类,实验整体预判精度可达97.5%,结果表明该方法可对双层套管腐蚀缺陷缺陷实施高效、高精度分类识别。     

Nb微合金化对低合金高强钢耐海水腐蚀性能的影响

利用室内模拟海水加速腐蚀试验及电化学分析,研究了Nb微合金化对Cu-Cr-Ni-P系低合金高强钢耐海水腐蚀性能的影响。结果表明,含Nb钢与不含Nb钢组织均由铁素体和珠光体构成,但Nb微合金化后钢中珠光体组织减少且晶粒细化明显,其在模拟海水介质中的平均腐蚀速率与不含Nb钢相比,降低了约12%,阳极腐蚀电流密度也有所降低。由此可见,在Cu-Cr-Ni-P系低合金高强钢中加入Nb元素有助于提高其耐海水腐蚀性能。     

油田埋地碳钢管道外腐蚀行为研究

针对大庆油田龙虎泡作业区埋地碳钢管道外腐蚀较为严重的情况,通过检测埋管防护层破损点周围土壤的物理、化学性质和硫酸盐还原菌（SRB）数量,分析土壤的腐蚀性。采用扫描电镜能谱（SEM-EDS）、X射线衍射（XRD）和红外光谱（IR）等技术对管道外壁腐蚀物的形貌、元素组成和矿物成分等进行了表征和分析。借助动电位极化曲线和电化学阻抗谱（EIS）进一步研究了埋地碳钢管道外壁在土壤浸出液中的腐蚀行为。结果表明,作业区潮湿的盐碱性土壤环境和复杂多变的土壤性质使该地区埋地碳钢管道发生腐蚀;腐蚀产物主要包括Fe₃O₄和FeOOH,其中FeOOH位于外层,Fe₃O₄位于内层;腐蚀产物通过参与阴极反应或充当大阴极来加剧管道腐蚀。     

医用可降解Mg-3Zn-0.5Sr合金耐蚀性及细胞毒性

采用仿生法在Mg-3Zn-0.5Sr合金表面制备涂层,通过SEM,EDS和XRD分析表征涂层形貌和结构;采用电化学实验和浸泡腐蚀实验来研究涂层对合金降解速率的影响;采用生物毒性实验验证有无涂层Mg-3Zn-0.5Sr合金的毒性等级.实验结果表明:在Mg-3Zn-0.5Sr合金表面可以沉积致密的羟基磷灰石(HA)涂层,厚度约为30~40μm,HA涂层可以有效地降低Mg合金的降解速率;在体积分数为25%的有无涂层合金浸提液中培养细胞4d,细胞相对增值率均超过100%,有无涂层合金的细胞毒性均为0级.     

铝合金表面ZSM-5型分子筛涂层耐蚀性研究

【目的】探究分子筛作为填料添加到水性涂料中对涂层防腐性能的影响。【方法】利用光学显微镜、XRD及SEM对涂层的中分子筛填料分散效果和涂层微观形貌进行表征,利用极化曲线分析分子筛水性涂层的电化学性能。【结果】分子筛粉末在水性漆中的最大添加比例为15%,超过此比例会出现大块团聚现象。其中10%的分子筛粉末对涂料耐蚀性提升最大。【结论】分子筛良好的高温水热稳定性有助于提高涂料的耐蚀性,但由于水性树脂不能够将分子筛颗粒紧密粘结,其添加量过大时会导致涂层耐蚀性能下降。     

核电站凝汽器用钛焊管蒸汽腐蚀疲劳性能研究

测定了国产和进口核电站凝汽器用钛焊管在室温大气和人工海水100 ℃水蒸汽介质中的疲劳性能，同时采用扫描电子显微镜对疲劳断口进行了观察，探讨了钛焊管的蒸汽腐蚀疲劳机理。研究结果表明：国产钛焊管与进口钛焊管的疲劳寿命较为接近，水蒸汽氛围大幅度降低了钛焊管的疲劳寿命；疲劳试样的裂纹均萌生于钛焊管焊缝区域的外表面，多为多源萌生，裂纹扩展均以条纹机理为主；断口处有少量二次裂纹，未发现沿晶断裂及周期解理断裂特征，静断区断口形貌为韧窝；从蒸汽腐蚀疲劳试样中，未能观察到明显的腐蚀产物；钛焊管的蒸汽疲劳腐蚀是交变应力和电化学腐蚀交互作用的结果。     

航空铝合金预腐蚀疲劳寿命退化规律

航空铝合金材料在服役过程中常因腐蚀损伤而导致疲劳断裂问题,通过采用扫描电镜及疲劳寿命测试等方法,研究了不同预腐蚀损伤对2xxx铝合金在不同应力比下疲劳寿命的影响,探讨了预腐蚀损伤对疲劳裂纹萌生扩展的影响机理.结果表明:预腐蚀损伤对2xxx铝合金材料疲劳寿命的影响显著,材料的疲劳性能随着腐蚀损伤程度的增加而明显下降.同时建立了预腐蚀损伤对材料疲劳极限的影响系数C-T-R模型,材料疲劳极限的影响系数C随着预腐蚀时间的增加或者应力比R的增加而变大.断口分析表明,预腐蚀损伤的存在导致裂纹萌生寿命大大缩短,裂纹萌生由单源转变为多源,并且均萌生于腐蚀坑处.     

Effect of Mg substitution for La on microstructure, hydrogen storage and electrochemical properties of La1−xMgxNi3.5 (x=0.20, 0.23, 0.25 at%) alloys

The effect of Mg substitution for La on microstructure, hydrogen storage and electrochemical properties of the annealed La_(1-x) Mg_x Ni_3.5(x=0.20, 0.23, 0.25 at%) alloys have been studied. All the samples were mainly composed of(LaMg)_2Ni_7,(LaMg)Ni_3, and LaNi_5 phases. Mg substitution for La changed the phase abundance, but did not change the constitution of all phases, which is con fi rmed by the results of backscattered SEM images and EDS analysis. The P–C isotherms indicated that the La_(1-x) Mg_x Ni_3.5alloys reversibly absorbed and desorbed hydrogen smoothly at 298 K. The hydrogen absorption cyclic stabilities of La_(1-x) Mg_x Ni_3.5alloy after 5 hydrogen absorption/desorption cycles reached the maximum values of91.9% and 96.0% at 298 K and 323 K, respectively. The hydrogen desorption capacity and plateau pressure for the La_(1-x) Mg_x Ni_3.5alloy reached the maximum values of 1.055 H/M and 0.074 MPa, respectively. The desorption capacities of La_(1-x) Mg_x Ni_3.5reached 0.193 H/M and 0.565 H/M in the fi rst minute at 298 K and 323 K, respectively. Electrochemical property measurement indicated that La_(1-x) Mg_x Ni_3.5(x=0.20,0.23, 0.25 at%) alloys possessed excellent activation capability and were completely activated within3 cycles. Discharge capacities of La_(1-x) Mg_x Ni_3.5alloys reached 378.2 m A h/g(x = 0.20 at%), 342.7 m A h/g(x = 0.23 at%), and 369.6 m A h/g(x = 0.25 at%), respectively. Moreover, energy density of La_(1-x) Mg_x Ni_3.5alloy was much larger than that of La_0.80Mg_0.20Ni_3.5 alloy and nearly approaches the maximum value of La0.75Mg0.25Ni3.5. Thus, the La_(1-x) Mg_x Ni_3.5alloy exhibits optimum comprehensive properties of hydrogen storage and electrochemistry.     

NiO nanosheet assembles for supercapacitor electrode materials

In this paper, large scale hierarchically assembled Ni O nanosheets have been favorably fabricated through a facile hydrothermal route. The as-prepared Ni O nanosheet assembles were characterized in detail by various analytical techniques. The results showed these nanosheets present the thickness of about 30 nm and the surface area is 116.9 m~2 g~(-1). These NiO nanosheet assembles were used as the working electrode materials in electrochemical tests, which demonstrated a specific capacitance value of 81.67 Fg ~(-1)at the current density of 0.5 Ag~(-1)and excellent long cycle-life stability with 78.5% of its discharge specific capacitance retention after 3000 cycles at the current density of 0.5 Ag~(-1), revealing the as-synthesized NiO nanosheet assembles might be a promising electrode material for supercapacitor applications.     

低温盐浴渗氮对Custom 465钢耐蚀及耐磨性的影响

为了提高Custom 465马氏体沉淀硬化不锈钢的耐磨性,分别在440、480和520℃对580℃时效后的样品进行了2 h的盐浴渗氮,使用显微硬度计、X射线衍射仪、电化学工作站、球盘式摩擦磨损仪、表面轮廓仪、扫描电镜等设备,研究渗氮温度对Custom 465钢表面物相、硬度、渗层显微形貌、耐蚀性及耐磨性的影响. 随着渗氮温度升高,耐蚀性逐渐降低,但表面硬度增加,520℃处理后表面硬度增大到1240 HV,较未处理试样的400 HV明显上升,渗层厚度达到22μm. 440℃渗氮后表面物相为氮在马氏体基体中过饱和的α'N ,点蚀电位降低约60 mV;480℃时有少量CrN相析出,引起点蚀电位降低约180 mV,同时磨损体积下降约43%;520℃时CrN相的含量明显升高,自腐蚀电位降低约70 mV,无明显的稳态钝化区,磨损体积降低82%,减磨效果明显.