Research on drying of rapeseed with cylinder dryer type CD-100

Xie, Yan-qun; Jiang, Pin; Liao, Dun-jun; Xiang, Yang; Sun, Songlin; Guan, Chunyun

doi:10.3724/sp.j.1238.2012.00344

Cited by 2 publications

(2 citation statements)

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“…Furthermore, the system can process 18000 bottle images per hour. Table 2 shows the comparison between the traditional single defect detection scheme and the multidefect detection scheme proposed in this paper, in which the single flat label detection solution is based on image alignment and differential shadowing algorithm [14] , for cylindrical label detection methods, there are detection methods based on cylindrical rectification classification [11] and detection methods based on regional block feature matching [16] , the label detection method for the single surface is based on improved structural similarity detection algorithm [16] , and the single spray code detection solution adopts Opencv character matching algorithm [18] . It can be seen from Table 2 that the multidefect detection system proposed in this paper can synchronize the defect detection of label and spray code successfully.…”

Section: Experiments Results and Analysismentioning

confidence: 99%

Machine Vision-based Integrated Inspection System for Beverage Bottles with Multiple Defects

Wang,

Kang,

et al. 2023

J. Phys.: Conf. Ser.

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Currently, in the beverage filling production line, the corresponding detection device is usually installed after each production process to detect whether the beverage is defective. This method of installing testing devices in different working positions can classify and eliminate defects of defective products, but it needs to manufacture multiple sets of different types of defective testing machines, which has problems such as high resource consumption and waste of installation space. In order to solve these problems, an expandable multi-functional integrated inspection system has been designed in this paper, which can synchronize defects detection in different processes. The system includes a multitasking detection network based on multi-class decoders. By jointly training the detection network with the collected data set, the results of beverage bottle label segmentation, region of interest (ROI) detection, and code recognition can be obtained simultaneously, thus the system can effectively realize the synchronous detection of different defects such as label and spray code missing, inversion and so on. The system also provides an expandable multitasking interface, which can be extended according to the other actual requirements of the production line. Experimental results show that the system achieves 96% detection accuracy, 18000 bottles/h detection speed and good robustness.

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Section: Experiments Results and Analysismentioning

confidence: 99%

Machine Vision-based Integrated Inspection System for Beverage Bottles with Multiple Defects

Wang,

Kang,

et al. 2023

J. Phys.: Conf. Ser.

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“…County-level fire and rescue brigades should visit townships more frequently to provide fire safety education to township governments and make them realize the importance of fire safety work. Township governments should take the lead in prioritizing rural fire safety work and organize in-depth research by experts and scholars, taking into account the specific conditions of each region, to formulate fire safety management systems and measures that are tailored to the local area [6]. Additionally, efforts should be made to enhance fire safety awareness among rural residents.…”

Section: Strengthen Fire Safety Education and Ensure Awarenessmentioning

confidence: 99%

Discussion on the Current Situation and Countermeasures of Rural Fire Safety Work in China

2023

socsam

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This paper aims to delve into the current situation of rural fire safety work in China and propose corresponding countermeasures. Through analyzing statistical data on rural fires, it is evident that fire incidents occur frequently in rural areas, leading to significant social and economic losses. In comparison to urban areas, there is a gap in terms of rural fire facilities, equipment, and fire brigades. Factors influencing rural fire safety work include geographical and environmental factors, socio-economic factors, as well as the fire awareness and education level of rural residents. In response to these issues, this paper puts forward a series of countermeasures, including improving the level of rural fire facilities and equipment, enhancing the capabilities and training of rural fire brigades, and strengthening fire education and awareness among rural residents. Lastly, by summarizing the current situation and looking ahead to the future, this paper aims to provide theoretical support and practical guidance for the further development of rural fire safety work in China.

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Research on drying of rapeseed with cylinder dryer type CD-100

Cited by 2 publications

References 0 publications

Machine Vision-based Integrated Inspection System for Beverage Bottles with Multiple Defects

Machine Vision-based Integrated Inspection System for Beverage Bottles with Multiple Defects

Discussion on the Current Situation and Countermeasures of Rural Fire Safety Work in China

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