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激光包覆工艺的实验研究及人工神经网络对工艺参数的预测
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作者 Rashi TYAGI Shakti KUMAR +2 位作者 mohammad shahid raza Ashutosh TRIPATHI Alok Kumar DAS 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第10期3489-3502,共14页
根据正交实验(L^(16))设计方案,将氮化钛与SS304的粉末混合物在光纤激光器上对SS304衬底进行激光包覆。利用Taguchi信噪比方法对得到的包覆层微观硬度和包厚度进行分析,得到了最优的参数组合。并利用人工神经网络(ANN)对比分析得到与Tag... 根据正交实验(L^(16))设计方案,将氮化钛与SS304的粉末混合物在光纤激光器上对SS304衬底进行激光包覆。利用Taguchi信噪比方法对得到的包覆层微观硬度和包厚度进行分析,得到了最优的参数组合。并利用人工神经网络(ANN)对比分析得到与Taguchi方法不同的最优组合,但二种方法得到的包覆层厚度和微观硬度几乎是相同的,包覆层微观硬度(HV_(0.5)121)是SS304衬底硬度(HV_(0.5)752)的6倍多。氮化物陶瓷的存在导致了更高的微观硬度,包覆层表面无裂缝和孔隙,平均包覆层厚度达0.6 mm。 展开更多
关键词 激光包覆 Taguchi正交设计 人工神经网络 微观硬度 显微结构
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Antimicrobial Susceptibility Patterns of the Bacterial Isolates in Post-Operative Wound Infections in a Tertiary Care Hospital, Kathmandu, Nepal 被引量:2
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作者 mohammad shahid raza Anil Chander Abirodh Ranabhat 《Open Journal of Medical Microbiology》 2013年第3期159-163,共5页
Unrestrained anti-microbial resistance (AMR) among bacterial pathogens has made the management and treatment of post-operative wound infections difficult. This study assessed the current AMR patterns of bacterial isol... Unrestrained anti-microbial resistance (AMR) among bacterial pathogens has made the management and treatment of post-operative wound infections difficult. This study assessed the current AMR patterns of bacterial isolates in post-operative wound infections in a tertiary care hospital in Kathmandu,Nepal. Pus swabs collected from post-operative wound infections and submitted for culture and sensitivity were included in this study. Isolation and identification of the organism was done by standard microbiological methods. Antibiotic susceptibility test was performed by Kirby Bauer disc diffusion method and result was interpreted as per National Committee for Clinical Laboratory Standards (NCCLS) guide lines. Of the 120 pus swabs processed for culture, 96 showed bacterial growth. Staphylococcus aureus 36 (37.5%) was the predominant gram positive isolate and Escherichia coli 24 (25%) was the major gram negative isolate .The infection was most prevalent in the age group 20-40 years. All S. aureus isolates were sensitive to aminoglycosides and vancomycin. Out of 36 S. aureus, 15 (41.66%) isolates were methicillin resistant S. aureus (MRSA). Staphylococcus epidermidis showed high resistance (50%-100%) to all antibiotics but were sensitive to vancomycin. All gram negative isolates showed high resistance against cephalexin (75%-100%) and ceftriaxone (25%-100%). Overall multi-drug resistant isolates were 66.7%. A high level of AMR was observed in gram negative bacterial isolates. Rational use of antibiotics and a regular monitoring of AMR patterns in post-operative wound infections are essential and mandatory to avert further emergence and spread of anti-microbial resistance among bacterial pathogens. 展开更多
关键词 ANTIMICROBIAL Resistance BACTERIAL ISOLATES Nepal POST-OPERATIVE WOUND INFECTIONS
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