Abst The basic information of the mainstream dishwasher detergents in China market was sorted out.The product form,main components and functions of the dishwasher detergents were described.The future development trend...Abst The basic information of the mainstream dishwasher detergents in China market was sorted out.The product form,main components and functions of the dishwasher detergents were described.The future development trend of dishwasher detergents was discussed from the aspects of the product efficacy,form and concentration.Finally,some suggestions were put forward for the promotion of dishwasher detergents in China.展开更多
This paper combines the application direction of bamboo vinegar in daily chemicals, focusing on the performance of bamboo vinegar raw materials from different sources in antibacterial, deodorization, antimycotic, etc....This paper combines the application direction of bamboo vinegar in daily chemicals, focusing on the performance of bamboo vinegar raw materials from different sources in antibacterial, deodorization, antimycotic, etc. The results show that bamboo vinegar have a good antibacterial effect to the common Staphylococcus aureus and Escherichia coli, and also have obvious deodorant effect and a certain inhibitory effect on mold. However, under the certain low concentration, bamboo vinegar will play a role in promoting mold growth.展开更多
Biodegradation of representative nonylphenol ethoxylates, NP10EO, was investigated in the continuous flow activated sludge simulation test; the effect of hydraulic retention time （HRT） on its biodegradation was exam...Biodegradation of representative nonylphenol ethoxylates, NP10EO, was investigated in the continuous flow activated sludge simulation test; the effect of hydraulic retention time （HRT） on its biodegradation was examined. The primary biodegradation degree of NP10EO was 96.5% at 3 hours hydraulic retention time and 96.2% at 6 hours hydraulic retention time; the ultimate biodegradation degree, which was 84.8% and 87.3%, respectively, indicated that the primary biodegradation of NP10EO was very easy and most NP10EO can be biodegraded ultimately, the prolonging of HRT had no infuence on the primary biodegradation and little infuence on the ultimate biodegradation. The possible biodegradation pathways of NPnEO, especially the biodegradation pathways of benzene ring in NPnEO, were proposed through Electrospray ionization-mass spectrometry analysis.展开更多
The recent rapid development of deep learning has laid a milestone in industrial image anomaly detection(IAD).In this pa-per,we provide a comprehensive review of deep learning-based image anomaly detection techniques,...The recent rapid development of deep learning has laid a milestone in industrial image anomaly detection(IAD).In this pa-per,we provide a comprehensive review of deep learning-based image anomaly detection techniques,from the perspectives of neural net-work architectures,levels of supervision,loss functions,metrics and datasets.In addition,we extract the promising setting from indus-trial manufacturing and review the current IAD approaches under our proposed setting.Moreover,we highlight several opening chal-lenges for image anomaly detection.The merits and downsides of representative network architectures under varying supervision are discussed.Finally,we summarize the research findings and point out future research directions.More resources are available at https://github.com/M-3LAB/awesome-industrial-anomaly-detection.展开更多
文摘Abst The basic information of the mainstream dishwasher detergents in China market was sorted out.The product form,main components and functions of the dishwasher detergents were described.The future development trend of dishwasher detergents was discussed from the aspects of the product efficacy,form and concentration.Finally,some suggestions were put forward for the promotion of dishwasher detergents in China.
文摘This paper combines the application direction of bamboo vinegar in daily chemicals, focusing on the performance of bamboo vinegar raw materials from different sources in antibacterial, deodorization, antimycotic, etc. The results show that bamboo vinegar have a good antibacterial effect to the common Staphylococcus aureus and Escherichia coli, and also have obvious deodorant effect and a certain inhibitory effect on mold. However, under the certain low concentration, bamboo vinegar will play a role in promoting mold growth.
文摘Biodegradation of representative nonylphenol ethoxylates, NP10EO, was investigated in the continuous flow activated sludge simulation test; the effect of hydraulic retention time （HRT） on its biodegradation was examined. The primary biodegradation degree of NP10EO was 96.5% at 3 hours hydraulic retention time and 96.2% at 6 hours hydraulic retention time; the ultimate biodegradation degree, which was 84.8% and 87.3%, respectively, indicated that the primary biodegradation of NP10EO was very easy and most NP10EO can be biodegraded ultimately, the prolonging of HRT had no infuence on the primary biodegradation and little infuence on the ultimate biodegradation. The possible biodegradation pathways of NPnEO, especially the biodegradation pathways of benzene ring in NPnEO, were proposed through Electrospray ionization-mass spectrometry analysis.
基金This work was partly supported by the National Key R&D Program of China(No.2022YFF1202903)National Natural Science Foundation of China(Nos.62122035 and 62206122)。
文摘The recent rapid development of deep learning has laid a milestone in industrial image anomaly detection(IAD).In this pa-per,we provide a comprehensive review of deep learning-based image anomaly detection techniques,from the perspectives of neural net-work architectures,levels of supervision,loss functions,metrics and datasets.In addition,we extract the promising setting from indus-trial manufacturing and review the current IAD approaches under our proposed setting.Moreover,we highlight several opening chal-lenges for image anomaly detection.The merits and downsides of representative network architectures under varying supervision are discussed.Finally,we summarize the research findings and point out future research directions.More resources are available at https://github.com/M-3LAB/awesome-industrial-anomaly-detection.
