With the rapid development of modern information technology,the Internet of Things(IoT)has been integrated into various fields such as social life,industrial production,education,and medical care.Through the connectio...With the rapid development of modern information technology,the Internet of Things(IoT)has been integrated into various fields such as social life,industrial production,education,and medical care.Through the connection of various physical devices,sensors,and machines,it realizes information intercommunication and remote control among devices,significantly enhancing the convenience and efficiency of work and life.However,the rapid development of the IoT has also brought serious security problems.IoT devices have limited resources and a complex network environment,making them one of the important targets of network intrusion attacks.Therefore,from the perspective of deep learning,this paper deeply analyzes the characteristics and key points of IoT intrusion detection,summarizes the application advantages of deep learning in IoT intrusion detection,and proposes application strategies of typical deep learning models in IoT intrusion detection so as to improve the security of the IoT architecture and guarantee people’s convenient lives.展开更多
Atrial fibrillation (AF) is the most common chronic arrhythmia in clinical practice, which can cause high disability and mortality with the progress of the disease. Many studies at home and abroad have shown that the ...Atrial fibrillation (AF) is the most common chronic arrhythmia in clinical practice, which can cause high disability and mortality with the progress of the disease. Many studies at home and abroad have shown that the incidence of atrial fibrillation gradually increases with age. Clinically, the onset of most AF patients is insidious, which is difficult to capture by routine electrocardiogram, and there is some difficulty in the diagnosis. In order to make the early diagnosis of atrial fibrillation more efficient and accurate, this paper reviews the current status and research progress of detection technology for atrial fibrillation at home and abroad, in order to provide a scientific basis for the early diagnosis of atrial fibrillation.展开更多
Gravitational wave detection has ushered in a new era of observing the universe, providing humanity with a novel window for cosmic cognition. This theoretical study systematically traces the developmental trajectory o...Gravitational wave detection has ushered in a new era of observing the universe, providing humanity with a novel window for cosmic cognition. This theoretical study systematically traces the developmental trajectory of gravitational wave detection technology and delves into its profound impact on cosmological research. From Einstein’s prediction in general relativity to LIGO’s groundbreaking discovery, the article meticulously delineates the key theoretical and technological milestones in gravitational wave detection, with particular emphasis on elucidating the principles and evolution of core detection technologies such as laser interferometers. The research thoroughly explores the theoretical application value of gravitational waves in verifying general relativity, studying the physics of compact celestial bodies like black holes and neutron stars, and precisely measuring cosmological parameters. The article postulates that gravitational wave observations may offer new research perspectives for addressing cosmological conundrums such as dark matter, dark energy, and early universe evolution. The study also discusses the scientific prospects of combining gravitational wave observations with electromagnetic waves, neutrinos, and other multi-messenger observations, analyzing the potential value of this multi-messenger astronomy in deepening cosmic cognition. Looking ahead, the article examines cutting-edge concepts such as space-based gravitational wave detectors and predicts potential developmental directions for gravitational wave astronomy. This research not only elucidates the theoretical foundations of gravitational wave detection technology but also provides a comprehensive theoretical framework for understanding the far-reaching impact of gravitational waves on modern cosmology.展开更多
With the rapid development of economy, certain environmental pollution is inevitably caused, among which sewage discharge causes water pollution. In the process of industrial development, heavy metals have certain ris...With the rapid development of economy, certain environmental pollution is inevitably caused, among which sewage discharge causes water pollution. In the process of industrial development, heavy metals have certain risk of exceeding the standard in water environment. Therefore, in the field of chemical industry, the detection method with certain advanced technology content is applied. This paper expounds and analyzes the laboratory detection technology and on-site investigation measures.展开更多
The foundation quality of construction engineering plays an important role in protecting the safety of users and improving the construction efficiency of superstructure. Nowadays, with the continuous development of bu...The foundation quality of construction engineering plays an important role in protecting the safety of users and improving the construction efficiency of superstructure. Nowadays, with the continuous development of building construction in China towards more beautiful and more floors, ensuring the quality of foundation has become the primary factor. Foundation construction is not only the first step of construction engineering, but also the key step. In order to ensure the quality of foundation construction and avoid building inclination or settlement caused by foundation problems, it is necessary to strictly grasp the quality links and ensure that the construction is completed in accordance with relevant standards. The application of foundation detection technology can ensure that the foundation quality meets the requirements of construction engineering and fundamentally improve the overall quality of construction engineering. Therefore, the application of foundation detection technology in construction engineering is of great significance. In this paper, the author deeply analyzes the key points of foundation detection technology of construction engineering and gives corresponding optimization countermeasures for reference to relevant construction units展开更多
In this paper,the application strategy of ultrasonic detection technology in the detection of concrete foundation piles is analyzed using a construction project as an example.It includes a basic overview of the projec...In this paper,the application strategy of ultrasonic detection technology in the detection of concrete foundation piles is analyzed using a construction project as an example.It includes a basic overview of the project,an overview of ultrasonic testing technology in bridge concrete pile foundation testing,and an analysis of its practical application in the concrete pile foundation testing of this project.The objective of this analysis is to provide some reference for the application of ultrasonic testing technology and the improvement of the quality of bridge concrete pile foundation testing.展开更多
The road traffic industry in China has been developing rapidly in recent years.Asphalt has become the main material in road construction because of its seamless connection and short construction period,and it has an i...The road traffic industry in China has been developing rapidly in recent years.Asphalt has become the main material in road construction because of its seamless connection and short construction period,and it has an important impact on the overall quality of highway construction.Therefore,it is necessary to conduct scientific and reasonable tests and detections for highway asphalt pavement.This paper presents a discussion on the test and detection technology of highway asphalt pavement for future reference.展开更多
Objective: to discuss and study the value of GeneXpert PCR detection technology in specific population in basic laboratory. Methods: from June 2020 to June 2021, 129 samples of tuberculosis sputum samples in the basic...Objective: to discuss and study the value of GeneXpert PCR detection technology in specific population in basic laboratory. Methods: from June 2020 to June 2021, 129 samples of tuberculosis sputum samples in the basic laboratory were included in the study. Smear detection method and GeneXpert PCR detection technology were used to detect and analyze these sputum samples successively, and the positive and negative detection rates of tuberculosis in the two detection methods were compared. The sensitivity, specificity and diagnostic consistency of the two methods were compared. Results: the positive rate of tuberculosis detected by GeneXpert PCR was significantly higher than that detected by smear, while the negative rate was significantly lower than that detected by smear (P<0.05). The detection sensitivity, specificity and diagnostic consistency of GeneXpert PCR were significantly better than that of smear (P<0.05). Conclusion: in the laboratory backlog crowd detection work, using PCR detection device instrument technology, can guarantee the overall detection diagnosis to a great extent, improve TB positive and negative detection rate, improve the diagnostic specificity, sensitivity, consistency, effective help medical researchers found that people with TB, promote the continuous positive development of the laboratory.展开更多
Medical detection technology-from biochemical analysis to medical imaging has witnessed tremendous progress in the past decades,driven by the breakthrough of biomedical and scientific theories,the innovation of engine...Medical detection technology-from biochemical analysis to medical imaging has witnessed tremendous progress in the past decades,driven by the breakthrough of biomedical and scientific theories,the innovation of engineering techniques,as well as the discovery of new contrast mechanisms.These substantial progresses have significantly promoted展开更多
Under the background of strategic emerging professional construction,the teaching reform of the course Sensor Principles and Detection Technology in the Robotics Engineering major is of great significance.This paper ex...Under the background of strategic emerging professional construction,the teaching reform of the course Sensor Principles and Detection Technology in the Robotics Engineering major is of great significance.This paper explores the current challenges faced in the teaching of this course,such as the rapid development of sensor technology,the increasing demand for practical skills in the roboticsfield,and the need to integrate interdisciplinary knowledge.To address these challenges,several reform measures are proposed.Firstly,the curriculum content is updated to include the latest developments in sensor technology and its applications in robotics.This involves integrating advanced topics such as intelligent sensors,MEMS technology,and wireless sensor networks into the syllabus.Secondly,the teaching methods are diversified.Interactive teaching methods,such as project-based learning and case-based learning,are adopted to enhance students practical abilities and problem-solving skills.In addition,the use of virtual simulation software and laboratory experiments is emphasized to provide students with hands-on experience in sensor design,testing,and integration.Thirdly,the assessment system is reformed to focus more on students comprehensive abilities.In addition to traditional exams,project reports,laboratory performance,and team collaboration are also included in the assessment criteria.The implementation of these reform measures has achieved positive results.Students interest in the course has increased,their understanding of sensor principles and detection technology has been deepened,and their practical skills and innovative thinking have been significantly improved.This reform provides valuable references for the teaching of similar courses in other engineering majors and contributes to the cultivation of high-quality talents in thefield of robotics engineering to meet the needs of strategic emerging industries.展开更多
Mpox is a zoonotic disease caused by the monkeypox virus(MPxV).Diagnosing and treating the disease has become a global health concern requiring close attention to its spread to non-endemic regions.Clinical diag-nosis ...Mpox is a zoonotic disease caused by the monkeypox virus(MPxV).Diagnosing and treating the disease has become a global health concern requiring close attention to its spread to non-endemic regions.Clinical diag-nosis is based on laboratory test results.Conventional detection techniques include real-time quantitative poly-merase chain reaction(qPCR),genome sequencing,antigen and antibody identification,and virus isolation.Nevertheless,these methods fall short of rapidly and efficiently identifying MPxV,as they require specialized training,specific laboratory environments,and professional-grade equipment.Emerging technologies offer complementary advantages to meet diverse diagnostic needs,including various point-of-care testing(POcT)approaches and integrating biosensors with rapid detection techniques.This review discusses prospective future research avenues for MpxV detection,examining the advances and challenges of various detection tech-niques which may contribute to the ongoing elimination of mpox human-to-human transmission and serves as a reference for developing effective prevention and control strategies.展开更多
Currently,there is significant attention placed on the construction,management,and maintenance of large service bridges.Within the realm of bridge maintenance management,the utilization of detection and monitoring tec...Currently,there is significant attention placed on the construction,management,and maintenance of large service bridges.Within the realm of bridge maintenance management,the utilization of detection and monitoring technology is indispensable.By employing these technologies,we can effectively identify any structural defects within the bridge,promptly uncover unknown risks,proactively establish maintenance strategies,and prevent the rapid deterioration of bridge conditions.This article aims to explore the advantages of applying bridge monitoring and testing technology and to discuss various methods for implementing detection and monitoring technology throughout the construction,management,and maintenance phases of large bridges.Ultimately,this will contribute to ensuring the safe operation of large bridges.展开更多
In the aerospace field, residual stress directly affects the strength, fatigue life and dimensional stability of thin-walled structural components, and is a key factor to ensure flight safety and reliability. At prese...In the aerospace field, residual stress directly affects the strength, fatigue life and dimensional stability of thin-walled structural components, and is a key factor to ensure flight safety and reliability. At present, research on residual stress at home and abroad mainly focuses on the optimization of traditional detection technology, stress control of manufacturing process and service performance evaluation, among which research on residual stress detection methods mainly focuses on the improvement of the accuracy, sensitivity, reliability and other performance of existing detection methods, but it still faces many challenges such as extremely small detection range, low efficiency, large error and limited application range.展开更多
Pseudomonas aeruginosa is an opportunistic pathogen widely distributed in the natural environment,which can cause a variety of infections,especially in people with low immunity and high pathogenicity.In recent years,s...Pseudomonas aeruginosa is an opportunistic pathogen widely distributed in the natural environment,which can cause a variety of infections,especially in people with low immunity and high pathogenicity.In recent years,significant progress has been made in the detection technology of Pseudomonas aeruginosa,covering traditional methods,molecular biology techniques,immunological methods and automated detection systems.Traditional methods such as the national standard method and the filter membrane method are easy to operate,but have the problems of long time consuming and limited sensitivity.Molecular biological techniques(such as PCR,gene cloning)and immunological methods(such as ELISA,colloidal gold immunochromatography)have significantly improved the sensitivity and specificity of detection,but they require high equipment and technology,and are expensive.Automated detection systems,such as VITEK 2 Compact and AutoMS 1000 mass spectrometry identification system,are excellent in improving detection efficiency and accuracy,but their high cost and complex operation process limit their wide application.In addition,the resistance of Pseudomonas aeruginosa to bacteriostatic agents further increases the difficulty of detection.In this paper,the development and application of immunological detection technology,molecular biological technology and immunological technology of Pseudomonas aeruginosa were reviewed,and the principles,advantages,disadvantages and research progress of various detection technologies of Pseudomonas aeruginosa were described,and the future development trend was prospected,in order to provide reference for the optimization and development of detection methods of Pseudomonas aeruginosa.展开更多
Background The increasing prevalence of hepatic steatosis presents a considerable challenge to public health.There is a critical need for the development of novel preventive and screening strategies for this condition...Background The increasing prevalence of hepatic steatosis presents a considerable challenge to public health.There is a critical need for the development of novel preventive and screening strategies for this condition.Thisstudy evaluated the potential applications of wrist pulse detection technology for the early detection of liverdiseases.The pulse time-domain features of a medical exam population with and without hepatic steatosis wereassessed to develop a screening model for this disease.Methods Participants were consecutively recruited from March 2021 to March 2022 in the medical examinationcenters of the Yueyang Hospital of Integrated Traditional Chinese and Western Medicine and the Shanghai Municipal Hospital of Traditional Chinese Medicine.Clinical data from 255 participants,including general information(sex,age,and body mass index),and data related to glucose and blood lipids(fasting plasma glucose,triglyceride,total cholesterol,high-density lipoprotein,and low-density lipoprotein levels)were collected.Wrist pulse signalswere acquired using a pulse detection device,and the pulse time-domain features,including t_(1),t_(4),t_(5),T,w_(1),w_(2),h_(2)/h_(1),h_(3)/h_(1),and h5/h_(1) were extracted.Participants were assigned to hepatic steatosis and non-hepatic steatosisgroups according to their abdominal ultrasound examination results.Their clinical data and pulse time-domainfeatures were compared using chi-square and parametric or non-parametric statistical methods.Three datasetswere used to construct screening models for hepatic steatosis based on the random forest algorithm.The datasetsfor modeling were defined as Dataset 1,containing blood glucose and lipid data and general information;Dataset2,containing time-domain features and general information;Dataset 3,containing time-domain features,bloodglucose and lipid data,and general information.The evaluation metrics,accuracy,precision,recall,F1-score,andareas under the receiver operating characteristic curve(AUC)were compared for each model.Results The time-domain features of the two groups differed significantly.The t_(1),t_(4),t_(5),T,h_(2)/h_(1),h_(3)/h_(1),w_(1),and w_(2) features were higher in the hepatic steatosis group than in the non-hepatic steatosis group(P<0.05),while the h5/h_(1) features were lower in the hepatic steatosis group than in the non-hepatic steatosis group(P<0.05).The screening models for hepatic steatosis based on both time-domain features and blood glucose andlipid data outperformed those based on time-domain features or blood markers alone.The accuracy,precision,recall,F1-score,and AUC of the combined model were 81.18%,80.56%,76.32%,79%,and 87.79%,respectively.These proportions were 1.57%,1.86%,1.76%,2%,and 3.54%higher,respectively,than those of the model basedon time-domain features alone and 3.14%,4.2%,2.64%,4%,and 6.47%higher,respectively,than those of themodel based on blood glucose and lipid alone.Conclusion The early screening model for hepatic steatosis using datasets that included pulse time-domainfeatures achieved better performance.The findings suggest that pulse detection technology could be used toinform the development of a mobile medical device or remote home monitoring system to test for hepatitissteatosis.展开更多
As a widespread element,heavy metals have a significant impact on human health and threaten human health.It is of great significance to develop analytical technologies that can detect heavy metal ions quickly and accu...As a widespread element,heavy metals have a significant impact on human health and threaten human health.It is of great significance to develop analytical technologies that can detect heavy metal ions quickly and accurately.In comparison to conventional fluorescent materials such as organic dyes,quantum dot(QD)labels,and carbon quantum dots(CD),fluorescence detection technology utilizing lanthanide(Ln)ion-doped upconversion nanoparticles(UCNPs)stands out due to its distinctive attributes.These include a notably reduced autofluorescence background,enhanced tissue penetration capabilities,biocompatibility with cellular tissues,and minimal photodamage inflicted on biological samples.The utilization of this technology has garnered considerable attention across multiple fields.In the domain of heavy metal detection,traditional laboratory methods necessitate costly instrumentation and a fully equipped laboratory,involving intricate sample processing procedures and protracted detection periods,as well as a demand for skilled personnel.In contrast,the implementation of this material offers rapid and cost-effective detection,significantly mitigating the technical barriers for operators.Consequently,this represents an exceptional avenue to curtail expenses and broaden the scope of detection within the analytical process.This paper reviews the research progress of UCNPs in the detection of heavy metal ions,encompassing a brief elucidation of the luminescence principle of upconversion nanomaterials and commonly used detection principles.Additionally,it provides a detailed overview of the research status of several common non-metal ions and essential heavy metals.Furthermore,it summarizes the current focal points in UCNP detection and discusses the challenges and prospects associated with it.展开更多
In order to ensure the healthy growth of agricultural products and provide food for more people, the use of pesticides is essential. If the pesticide residue on food is too much, it will cause certain potential food s...In order to ensure the healthy growth of agricultural products and provide food for more people, the use of pesticides is essential. If the pesticide residue on food is too much, it will cause certain potential food safety hazard. After eating the food contaminated by the residual agricultural products, the light condition is manifested as dizziness and vomiting, which may lead to poisoning and death. In order to strengthen the detection and identification of pesticide residues in agricultural products, it is necessary to strengthen the supervision and supervision of food safety testing. This article mainly analyzes and discusses the detection technology of pesticide residues in agricultural products and food safety detection for reference.展开更多
The typical representative TPB(tetraphenyl-1,3-butadiene)molecule with AIE effect was used as a fluorescent probe,and the specific recognition of tetracycline antibiotics was achieved through the comparison of the exp...The typical representative TPB(tetraphenyl-1,3-butadiene)molecule with AIE effect was used as a fluorescent probe,and the specific recognition of tetracycline antibiotics was achieved through the comparison of the experimental results of the quenching of TPB by nine antibiotics of different types,which indicated that tetracycline antibiotics were found to quench TPB to the greatest extent,while the quenching of other antibiotics(e.q.chloramphenicol,aminoglycoside,sulfonamides,and quinolone)was not obvious.Then the quantitative relationship between the concentration of antibiotic solution and the effect of fluorescence quench was investigated by taking oxytetracycline among tetracycline antibiotics as an example,and the detection limit was calculated.Finally,it was found that the UV absorption spectra of tetracycline hydrochloride and the fluorescence excitation spectra of TPB had high overlap,while the overlap between the UV absorption spectra of other antibiotics,such as sulfadimethoxine,and the fluorescence laser spectrum of TPB was low,which fulfilled the fluorescence internal filtering effect.The fluorescence probe has stable properties,low cost and strong anti-interference ability,which makes the method more valuable in the practical detection of tetracycline.This study indicates great potent in the detection of antibiotics.展开更多
This article focuses on bridge testing technologies in highway construction and expansion projects.It provides an overview of the inspection process for bridges in highway reconstruction and expansion projects,the mai...This article focuses on bridge testing technologies in highway construction and expansion projects.It provides an overview of the inspection process for bridges in highway reconstruction and expansion projects,the main inspections,and strategies for improving the quality of inspections.Relevant units should conduct bridge inspections using appearance inspections,special inspections,and bearing capacity assessments in highway reconstruction and expansion projects.To effectively improve testing quality,relevant units should also focus on establishing and improving testing standards,strengthening material testing,and improving the overall quality of the testing personnel.This research aims to enhance the quality of highway reconstruction and expansion projects by supporting the sensible application of bridge inspection technology.展开更多
Signals from infrared detector are very weak in SO2 concentration measuring system.In order to improve the sensitivity of detection,combining with filter correlation technology and infrared absorption principle,the we...Signals from infrared detector are very weak in SO2 concentration measuring system.In order to improve the sensitivity of detection,combining with filter correlation technology and infrared absorption principle,the weak signal processing circuit is designed according to correlation detection technology.Under laboratory conditions,system performance of SO2 concentration is tested,and the experimental data are analyzed and processed.Then relationship of SO2 concentration and the measuring voltage is provided to prove that the design improves measuring sensitivity of the system.展开更多
基金the research result of the 2022 Municipal Education Commission Science and Technology Research Plan Project“Research on the Technology of Detecting Double-Surface Cracks in Concrete Lining of Highway Tunnels Based on Image Blast”(KJQN02202403)the first batch of school-level classroom teaching reform projects“Principles Applications of Embedded Systems”(23JG2166)the school-level reform research project“Continuous Results-Oriented Practice Research Based on BOPPPS Teaching Model-Taking the‘Programming Fundamentals’Course as an Example”(22JG332).
文摘With the rapid development of modern information technology,the Internet of Things(IoT)has been integrated into various fields such as social life,industrial production,education,and medical care.Through the connection of various physical devices,sensors,and machines,it realizes information intercommunication and remote control among devices,significantly enhancing the convenience and efficiency of work and life.However,the rapid development of the IoT has also brought serious security problems.IoT devices have limited resources and a complex network environment,making them one of the important targets of network intrusion attacks.Therefore,from the perspective of deep learning,this paper deeply analyzes the characteristics and key points of IoT intrusion detection,summarizes the application advantages of deep learning in IoT intrusion detection,and proposes application strategies of typical deep learning models in IoT intrusion detection so as to improve the security of the IoT architecture and guarantee people’s convenient lives.
文摘Atrial fibrillation (AF) is the most common chronic arrhythmia in clinical practice, which can cause high disability and mortality with the progress of the disease. Many studies at home and abroad have shown that the incidence of atrial fibrillation gradually increases with age. Clinically, the onset of most AF patients is insidious, which is difficult to capture by routine electrocardiogram, and there is some difficulty in the diagnosis. In order to make the early diagnosis of atrial fibrillation more efficient and accurate, this paper reviews the current status and research progress of detection technology for atrial fibrillation at home and abroad, in order to provide a scientific basis for the early diagnosis of atrial fibrillation.
文摘Gravitational wave detection has ushered in a new era of observing the universe, providing humanity with a novel window for cosmic cognition. This theoretical study systematically traces the developmental trajectory of gravitational wave detection technology and delves into its profound impact on cosmological research. From Einstein’s prediction in general relativity to LIGO’s groundbreaking discovery, the article meticulously delineates the key theoretical and technological milestones in gravitational wave detection, with particular emphasis on elucidating the principles and evolution of core detection technologies such as laser interferometers. The research thoroughly explores the theoretical application value of gravitational waves in verifying general relativity, studying the physics of compact celestial bodies like black holes and neutron stars, and precisely measuring cosmological parameters. The article postulates that gravitational wave observations may offer new research perspectives for addressing cosmological conundrums such as dark matter, dark energy, and early universe evolution. The study also discusses the scientific prospects of combining gravitational wave observations with electromagnetic waves, neutrinos, and other multi-messenger observations, analyzing the potential value of this multi-messenger astronomy in deepening cosmic cognition. Looking ahead, the article examines cutting-edge concepts such as space-based gravitational wave detectors and predicts potential developmental directions for gravitational wave astronomy. This research not only elucidates the theoretical foundations of gravitational wave detection technology but also provides a comprehensive theoretical framework for understanding the far-reaching impact of gravitational waves on modern cosmology.
文摘With the rapid development of economy, certain environmental pollution is inevitably caused, among which sewage discharge causes water pollution. In the process of industrial development, heavy metals have certain risk of exceeding the standard in water environment. Therefore, in the field of chemical industry, the detection method with certain advanced technology content is applied. This paper expounds and analyzes the laboratory detection technology and on-site investigation measures.
文摘The foundation quality of construction engineering plays an important role in protecting the safety of users and improving the construction efficiency of superstructure. Nowadays, with the continuous development of building construction in China towards more beautiful and more floors, ensuring the quality of foundation has become the primary factor. Foundation construction is not only the first step of construction engineering, but also the key step. In order to ensure the quality of foundation construction and avoid building inclination or settlement caused by foundation problems, it is necessary to strictly grasp the quality links and ensure that the construction is completed in accordance with relevant standards. The application of foundation detection technology can ensure that the foundation quality meets the requirements of construction engineering and fundamentally improve the overall quality of construction engineering. Therefore, the application of foundation detection technology in construction engineering is of great significance. In this paper, the author deeply analyzes the key points of foundation detection technology of construction engineering and gives corresponding optimization countermeasures for reference to relevant construction units
文摘In this paper,the application strategy of ultrasonic detection technology in the detection of concrete foundation piles is analyzed using a construction project as an example.It includes a basic overview of the project,an overview of ultrasonic testing technology in bridge concrete pile foundation testing,and an analysis of its practical application in the concrete pile foundation testing of this project.The objective of this analysis is to provide some reference for the application of ultrasonic testing technology and the improvement of the quality of bridge concrete pile foundation testing.
文摘The road traffic industry in China has been developing rapidly in recent years.Asphalt has become the main material in road construction because of its seamless connection and short construction period,and it has an important impact on the overall quality of highway construction.Therefore,it is necessary to conduct scientific and reasonable tests and detections for highway asphalt pavement.This paper presents a discussion on the test and detection technology of highway asphalt pavement for future reference.
文摘Objective: to discuss and study the value of GeneXpert PCR detection technology in specific population in basic laboratory. Methods: from June 2020 to June 2021, 129 samples of tuberculosis sputum samples in the basic laboratory were included in the study. Smear detection method and GeneXpert PCR detection technology were used to detect and analyze these sputum samples successively, and the positive and negative detection rates of tuberculosis in the two detection methods were compared. The sensitivity, specificity and diagnostic consistency of the two methods were compared. Results: the positive rate of tuberculosis detected by GeneXpert PCR was significantly higher than that detected by smear, while the negative rate was significantly lower than that detected by smear (P<0.05). The detection sensitivity, specificity and diagnostic consistency of GeneXpert PCR were significantly better than that of smear (P<0.05). Conclusion: in the laboratory backlog crowd detection work, using PCR detection device instrument technology, can guarantee the overall detection diagnosis to a great extent, improve TB positive and negative detection rate, improve the diagnostic specificity, sensitivity, consistency, effective help medical researchers found that people with TB, promote the continuous positive development of the laboratory.
文摘Medical detection technology-from biochemical analysis to medical imaging has witnessed tremendous progress in the past decades,driven by the breakthrough of biomedical and scientific theories,the innovation of engineering techniques,as well as the discovery of new contrast mechanisms.These substantial progresses have significantly promoted
文摘Under the background of strategic emerging professional construction,the teaching reform of the course Sensor Principles and Detection Technology in the Robotics Engineering major is of great significance.This paper explores the current challenges faced in the teaching of this course,such as the rapid development of sensor technology,the increasing demand for practical skills in the roboticsfield,and the need to integrate interdisciplinary knowledge.To address these challenges,several reform measures are proposed.Firstly,the curriculum content is updated to include the latest developments in sensor technology and its applications in robotics.This involves integrating advanced topics such as intelligent sensors,MEMS technology,and wireless sensor networks into the syllabus.Secondly,the teaching methods are diversified.Interactive teaching methods,such as project-based learning and case-based learning,are adopted to enhance students practical abilities and problem-solving skills.In addition,the use of virtual simulation software and laboratory experiments is emphasized to provide students with hands-on experience in sensor design,testing,and integration.Thirdly,the assessment system is reformed to focus more on students comprehensive abilities.In addition to traditional exams,project reports,laboratory performance,and team collaboration are also included in the assessment criteria.The implementation of these reform measures has achieved positive results.Students interest in the course has increased,their understanding of sensor principles and detection technology has been deepened,and their practical skills and innovative thinking have been significantly improved.This reform provides valuable references for the teaching of similar courses in other engineering majors and contributes to the cultivation of high-quality talents in thefield of robotics engineering to meet the needs of strategic emerging industries.
基金financial support was received for the research,authorship,and/or publication of this articlefunded by Nanjing Bioengineering(Gene)Technology Center for Medicines(2024YQFH01)。
文摘Mpox is a zoonotic disease caused by the monkeypox virus(MPxV).Diagnosing and treating the disease has become a global health concern requiring close attention to its spread to non-endemic regions.Clinical diag-nosis is based on laboratory test results.Conventional detection techniques include real-time quantitative poly-merase chain reaction(qPCR),genome sequencing,antigen and antibody identification,and virus isolation.Nevertheless,these methods fall short of rapidly and efficiently identifying MPxV,as they require specialized training,specific laboratory environments,and professional-grade equipment.Emerging technologies offer complementary advantages to meet diverse diagnostic needs,including various point-of-care testing(POcT)approaches and integrating biosensors with rapid detection techniques.This review discusses prospective future research avenues for MpxV detection,examining the advances and challenges of various detection tech-niques which may contribute to the ongoing elimination of mpox human-to-human transmission and serves as a reference for developing effective prevention and control strategies.
文摘Currently,there is significant attention placed on the construction,management,and maintenance of large service bridges.Within the realm of bridge maintenance management,the utilization of detection and monitoring technology is indispensable.By employing these technologies,we can effectively identify any structural defects within the bridge,promptly uncover unknown risks,proactively establish maintenance strategies,and prevent the rapid deterioration of bridge conditions.This article aims to explore the advantages of applying bridge monitoring and testing technology and to discuss various methods for implementing detection and monitoring technology throughout the construction,management,and maintenance phases of large bridges.Ultimately,this will contribute to ensuring the safe operation of large bridges.
文摘In the aerospace field, residual stress directly affects the strength, fatigue life and dimensional stability of thin-walled structural components, and is a key factor to ensure flight safety and reliability. At present, research on residual stress at home and abroad mainly focuses on the optimization of traditional detection technology, stress control of manufacturing process and service performance evaluation, among which research on residual stress detection methods mainly focuses on the improvement of the accuracy, sensitivity, reliability and other performance of existing detection methods, but it still faces many challenges such as extremely small detection range, low efficiency, large error and limited application range.
基金College Students’Innovation and Entrepreneurship Training Program Project(X202511049398)College Students’Innovation and Entrepreneurship Training Program Project(X202511049201)+1 种基金College Students’Innovation and Entrepreneurship Training Program Project(D202504071303298456)Hainan Vocational University of Science and Technology University-Level Scientific Research Funding Project(HKKY2024-87).
文摘Pseudomonas aeruginosa is an opportunistic pathogen widely distributed in the natural environment,which can cause a variety of infections,especially in people with low immunity and high pathogenicity.In recent years,significant progress has been made in the detection technology of Pseudomonas aeruginosa,covering traditional methods,molecular biology techniques,immunological methods and automated detection systems.Traditional methods such as the national standard method and the filter membrane method are easy to operate,but have the problems of long time consuming and limited sensitivity.Molecular biological techniques(such as PCR,gene cloning)and immunological methods(such as ELISA,colloidal gold immunochromatography)have significantly improved the sensitivity and specificity of detection,but they require high equipment and technology,and are expensive.Automated detection systems,such as VITEK 2 Compact and AutoMS 1000 mass spectrometry identification system,are excellent in improving detection efficiency and accuracy,but their high cost and complex operation process limit their wide application.In addition,the resistance of Pseudomonas aeruginosa to bacteriostatic agents further increases the difficulty of detection.In this paper,the development and application of immunological detection technology,molecular biological technology and immunological technology of Pseudomonas aeruginosa were reviewed,and the principles,advantages,disadvantages and research progress of various detection technologies of Pseudomonas aeruginosa were described,and the future development trend was prospected,in order to provide reference for the optimization and development of detection methods of Pseudomonas aeruginosa.
基金This work was funded by the National Natural Science Foundation ofChina(Grant No.82074332)Shanghai Science and Technology Committee Funding(Grant No.19441901100)Shanghai Key Laboratory of Health Identification and Assessment(Grant No.21DZ2271000).
文摘Background The increasing prevalence of hepatic steatosis presents a considerable challenge to public health.There is a critical need for the development of novel preventive and screening strategies for this condition.Thisstudy evaluated the potential applications of wrist pulse detection technology for the early detection of liverdiseases.The pulse time-domain features of a medical exam population with and without hepatic steatosis wereassessed to develop a screening model for this disease.Methods Participants were consecutively recruited from March 2021 to March 2022 in the medical examinationcenters of the Yueyang Hospital of Integrated Traditional Chinese and Western Medicine and the Shanghai Municipal Hospital of Traditional Chinese Medicine.Clinical data from 255 participants,including general information(sex,age,and body mass index),and data related to glucose and blood lipids(fasting plasma glucose,triglyceride,total cholesterol,high-density lipoprotein,and low-density lipoprotein levels)were collected.Wrist pulse signalswere acquired using a pulse detection device,and the pulse time-domain features,including t_(1),t_(4),t_(5),T,w_(1),w_(2),h_(2)/h_(1),h_(3)/h_(1),and h5/h_(1) were extracted.Participants were assigned to hepatic steatosis and non-hepatic steatosisgroups according to their abdominal ultrasound examination results.Their clinical data and pulse time-domainfeatures were compared using chi-square and parametric or non-parametric statistical methods.Three datasetswere used to construct screening models for hepatic steatosis based on the random forest algorithm.The datasetsfor modeling were defined as Dataset 1,containing blood glucose and lipid data and general information;Dataset2,containing time-domain features and general information;Dataset 3,containing time-domain features,bloodglucose and lipid data,and general information.The evaluation metrics,accuracy,precision,recall,F1-score,andareas under the receiver operating characteristic curve(AUC)were compared for each model.Results The time-domain features of the two groups differed significantly.The t_(1),t_(4),t_(5),T,h_(2)/h_(1),h_(3)/h_(1),w_(1),and w_(2) features were higher in the hepatic steatosis group than in the non-hepatic steatosis group(P<0.05),while the h5/h_(1) features were lower in the hepatic steatosis group than in the non-hepatic steatosis group(P<0.05).The screening models for hepatic steatosis based on both time-domain features and blood glucose andlipid data outperformed those based on time-domain features or blood markers alone.The accuracy,precision,recall,F1-score,and AUC of the combined model were 81.18%,80.56%,76.32%,79%,and 87.79%,respectively.These proportions were 1.57%,1.86%,1.76%,2%,and 3.54%higher,respectively,than those of the model basedon time-domain features alone and 3.14%,4.2%,2.64%,4%,and 6.47%higher,respectively,than those of themodel based on blood glucose and lipid alone.Conclusion The early screening model for hepatic steatosis using datasets that included pulse time-domainfeatures achieved better performance.The findings suggest that pulse detection technology could be used toinform the development of a mobile medical device or remote home monitoring system to test for hepatitissteatosis.
基金supported by the Science and Technology Development Fund,Macao SAR(Grant 0065/2023/ITP2).
文摘As a widespread element,heavy metals have a significant impact on human health and threaten human health.It is of great significance to develop analytical technologies that can detect heavy metal ions quickly and accurately.In comparison to conventional fluorescent materials such as organic dyes,quantum dot(QD)labels,and carbon quantum dots(CD),fluorescence detection technology utilizing lanthanide(Ln)ion-doped upconversion nanoparticles(UCNPs)stands out due to its distinctive attributes.These include a notably reduced autofluorescence background,enhanced tissue penetration capabilities,biocompatibility with cellular tissues,and minimal photodamage inflicted on biological samples.The utilization of this technology has garnered considerable attention across multiple fields.In the domain of heavy metal detection,traditional laboratory methods necessitate costly instrumentation and a fully equipped laboratory,involving intricate sample processing procedures and protracted detection periods,as well as a demand for skilled personnel.In contrast,the implementation of this material offers rapid and cost-effective detection,significantly mitigating the technical barriers for operators.Consequently,this represents an exceptional avenue to curtail expenses and broaden the scope of detection within the analytical process.This paper reviews the research progress of UCNPs in the detection of heavy metal ions,encompassing a brief elucidation of the luminescence principle of upconversion nanomaterials and commonly used detection principles.Additionally,it provides a detailed overview of the research status of several common non-metal ions and essential heavy metals.Furthermore,it summarizes the current focal points in UCNP detection and discusses the challenges and prospects associated with it.
文摘In order to ensure the healthy growth of agricultural products and provide food for more people, the use of pesticides is essential. If the pesticide residue on food is too much, it will cause certain potential food safety hazard. After eating the food contaminated by the residual agricultural products, the light condition is manifested as dizziness and vomiting, which may lead to poisoning and death. In order to strengthen the detection and identification of pesticide residues in agricultural products, it is necessary to strengthen the supervision and supervision of food safety testing. This article mainly analyzes and discusses the detection technology of pesticide residues in agricultural products and food safety detection for reference.
基金supported by the National Natural Science Foundation of China(22109105,22102106)Innovation Entrepreneurship Training Program for College Students of the School of Chemistry and Chemical Engineering at Shenyang Normal University
文摘The typical representative TPB(tetraphenyl-1,3-butadiene)molecule with AIE effect was used as a fluorescent probe,and the specific recognition of tetracycline antibiotics was achieved through the comparison of the experimental results of the quenching of TPB by nine antibiotics of different types,which indicated that tetracycline antibiotics were found to quench TPB to the greatest extent,while the quenching of other antibiotics(e.q.chloramphenicol,aminoglycoside,sulfonamides,and quinolone)was not obvious.Then the quantitative relationship between the concentration of antibiotic solution and the effect of fluorescence quench was investigated by taking oxytetracycline among tetracycline antibiotics as an example,and the detection limit was calculated.Finally,it was found that the UV absorption spectra of tetracycline hydrochloride and the fluorescence excitation spectra of TPB had high overlap,while the overlap between the UV absorption spectra of other antibiotics,such as sulfadimethoxine,and the fluorescence laser spectrum of TPB was low,which fulfilled the fluorescence internal filtering effect.The fluorescence probe has stable properties,low cost and strong anti-interference ability,which makes the method more valuable in the practical detection of tetracycline.This study indicates great potent in the detection of antibiotics.
文摘This article focuses on bridge testing technologies in highway construction and expansion projects.It provides an overview of the inspection process for bridges in highway reconstruction and expansion projects,the main inspections,and strategies for improving the quality of inspections.Relevant units should conduct bridge inspections using appearance inspections,special inspections,and bearing capacity assessments in highway reconstruction and expansion projects.To effectively improve testing quality,relevant units should also focus on establishing and improving testing standards,strengthening material testing,and improving the overall quality of the testing personnel.This research aims to enhance the quality of highway reconstruction and expansion projects by supporting the sensible application of bridge inspection technology.
文摘Signals from infrared detector are very weak in SO2 concentration measuring system.In order to improve the sensitivity of detection,combining with filter correlation technology and infrared absorption principle,the weak signal processing circuit is designed according to correlation detection technology.Under laboratory conditions,system performance of SO2 concentration is tested,and the experimental data are analyzed and processed.Then relationship of SO2 concentration and the measuring voltage is provided to prove that the design improves measuring sensitivity of the system.
