We present an exploratory study to improve the performance of a knowledge push system in product design. We focus on the domain of knowledge matching, where traditional matching algorithms need repeated calculations t...We present an exploratory study to improve the performance of a knowledge push system in product design. We focus on the domain of knowledge matching, where traditional matching algorithms need repeated calculations that result in a long response time and where accuracy needs to be improved. The goal of our approach is to meet designers’ knowledge demands with a quick response and quality service in the knowledge push system. To improve the previous work, two methods are investigated to augment the limited training set in practical operations,namely, oscillating the feature weight and revising the case feature in the case feature vectors. In addition, we propose a multi-classification radial basis function neural network that can match the knowledge from the knowledge base once and ensure the accuracy of pushing results. We apply our approach using the training set in the design of guides by computer numerical control machine tools for training and testing, and the results demonstrate the benefit of the augmented training set. Moreover, experimental results reveal that our approach outperforms other matching approaches.展开更多
Now,the static push-the-bit rotary steerable system(SRSS)developed in China is being put into field tests and primary applications.During its normal drilling,higher frictional forces generated by the static pushing fo...Now,the static push-the-bit rotary steerable system(SRSS)developed in China is being put into field tests and primary applications.During its normal drilling,higher frictional forces generated by the static pushing forces of the rotary ribs on the wellbore wall influence the weight-on-bit(WOB)transmission efficiency and the rate of penetration(ROP).In this paper,analytical models of the WOB transmission efficiency were established for the wellbore wall with and without ladders respectively based on the structure and working principle of the SRSS.And the variation rules of the WOB transmission efficiency with the nominal WOB,the frictional coefficient of wellbore wall,the pushing force and the front chamfer of the steerable rib were analyzed.And the following research results were obtained.First,the nominal WOB of this SRSS has to satisfy the minimum requirement and it is conducive to the increase of WOB transmission efficiency by increasing the nominal WOB appropriately.Second,whether there are ladders on the wellbore wall or not,the WOB transmission efficiency decreases as the total pushing forces of steerable ribs and the frictional coefficient of wellbore wall increase.And the WOB transmission efficiency in the case of wellbore wall with ladders is much lower than that without ladders.Third,if there are ladders on the wellbore wall,the front chamfer of steerable rib has a significant effect on the WOB transmission efficiency.The larger the front chamfer is,the lower the WOB transmission efficiency is(even self-locking).In conclusion,the research results play an important role in guiding the rational selection and control of the WOB at drilling site.展开更多
[Objectives]To investigate the therapeutic effects of combined treatment on children diagnosed with pseudomyopia,based on the theoretical framework that the liver is associated with eye health in traditional Chinese m...[Objectives]To investigate the therapeutic effects of combined treatment on children diagnosed with pseudomyopia,based on the theoretical framework that the liver is associated with eye health in traditional Chinese medicine.[Methods]A multicenter randomized controlled trial was conducted involving 100 children,with the treatment group consisting of 50 participants receiving a combined treatment,while the control group,also comprising 50 participants,received conventional tuina.In the treatment group,the Yizhichan Pushing Manipulation was applied at a frequency of 120 times/min and a strength of 0.5-1.0 kg,targeting acupoints such as Ganyu and Guangming.The alterations in naked eye visual acuity,diopter measurements,and ciliary muscle regulation function were compared between the two groups of children both prior to and following treatment,and the clinical efficacy was assessed.[Results]The treatment group demonstrated a statistically significant enhancement in visual acuity(1.74±0.49 lines vs.1.02±0.52 lines),diopter improvement(0.91±0.29 D vs.0.46±0.25 D),and overall efficiency(96%vs.78%)when compared to the control group(all P<0.01).[Conclusions]This combined treatment exerts a therapeutic effect through a dual mechanism that involves the regulation of liver meridian qi and blood,as well as the enhancement of ciliary muscle function.This approach merits further dissemination and application in the prevention and management of myopia in children.展开更多
This study focuses on the talent supply-demand contradiction in grassroots employment under the Rural Revitalization Strategy.It systematically analyzes the internal and external driving mechanisms behind rural colleg...This study focuses on the talent supply-demand contradiction in grassroots employment under the Rural Revitalization Strategy.It systematically analyzes the internal and external driving mechanisms behind rural college students decisions to pursue careers at the grassroots level,exploring the"push-pull"factors and the guiding role of university counselors.Employing a mixed-methods approach combining literature review and in-depth interviews,the analysis reveals that urban employment competition pressure,high cost of living coupled with economic burdens,and household registration and social resource barriers constitute the primary"push"factors.Conversely,national policy support,emotional attachment to one s hometown and the need for value realization,as well as grassroots development opportunities and growth potential,serve as the main"pull"factors.University counselors play a significant guiding role in the employment decision-making process of rural college students.Through ideological guidance,information dissemination,capacity building,and psychological support,they enhance students job-seeking capabilities and adaptability to grassroots work,thereby strengthening their identification with such career paths.This paper provides practical insights for counselors facilitating the return of rural college students to grassroots employment.展开更多
Under the paradigm of Industry 5.0,intelligent manufacturing transcends mere efficiency enhancement by emphasizing human-machine collaboration,where human expertise plays a central role in assembly processes.Despite a...Under the paradigm of Industry 5.0,intelligent manufacturing transcends mere efficiency enhancement by emphasizing human-machine collaboration,where human expertise plays a central role in assembly processes.Despite advancements in intelligent and digital technologies,assembly process design still heavily relies on manual knowledge reuse,and inefficiencies and inconsistent quality in process documentation are caused.To address the aforementioned issues,this paper proposes a knowledge push method of complex product assembly process design based on distillation model-based dynamically enhanced graph and Bayesian network.First,an initial knowledge graph is constructed using a BERT-BiLSTM-CRF model trained with integrated human expertise and a fine-tuned large language model.Then,a confidence-based dynamic weighted fusion strategy is employed to achieve dynamic incremental construction of the knowledge graph with low resource consumption.Subsequently,a Bayesian network model is constructed based on the relationships between assembly components,assembly features,and operations.Bayesian network reasoning is used to push assembly process knowledge under different design requirements.Finally,the feasibility of the Bayesian network construction method and the effectiveness of Bayesian network reasoning are verified through a specific example,significantly improving the utilization of assembly process knowledge and the efficiency of assembly process design.展开更多
Rural revitalization was a major focus during this year’s“two sessions.”THE drive to advance China’s all-around rural revitalization comprises advances in agriculture,revitalization of rural areas,and well-being o...Rural revitalization was a major focus during this year’s“two sessions.”THE drive to advance China’s all-around rural revitalization comprises advances in agriculture,revitalization of rural areas,and well-being of rural residents–the“three rural work,”as emphasized by Premier Li Qiang in the 2025 government work report.展开更多
The paper proposes a novel zero current transition (ZCT) push pull forward converter. The auxiliary resonant cell is in parallel with the main circuit and the zero current switching (ZCS) range of the main and the aux...The paper proposes a novel zero current transition (ZCT) push pull forward converter. The auxiliary resonant cell is in parallel with the main circuit and the zero current switching (ZCS) range of the main and the auxiliary switches of the proposed converter are entirely achieved. The resonant capacitor achieves high voltage by operating the auxiliary cell. The auxiliary switch turns on before the main switches turn off, the high voltage of resonant capacitor blanks off the rectifier, and then the curr...展开更多
Internet Push技术是第三代浏览器的核心技术，是近年出现的减少Internet上信息过载和高效获取信息资源的新技术。时下最热门的电子商务、网上营销等都应用了Push技术。在介绍Push技术产生背景、概念的基础上，分析了Push技术的实现方...Internet Push技术是第三代浏览器的核心技术，是近年出现的减少Internet上信息过载和高效获取信息资源的新技术。时下最热门的电子商务、网上营销等都应用了Push技术。在介绍Push技术产生背景、概念的基础上，分析了Push技术的实现方式，阐述了Push技术发展的技术基础，如频道技术、IP多播技术等，在分析了Push技术陷入困境的原因后，讨论了Push技术的发展趋势。展开更多
基金Project supported by the National Key R&D Project of China(No.2018YFB1700700)the National Natural Science Foundation of China(No.51675478)。
文摘We present an exploratory study to improve the performance of a knowledge push system in product design. We focus on the domain of knowledge matching, where traditional matching algorithms need repeated calculations that result in a long response time and where accuracy needs to be improved. The goal of our approach is to meet designers’ knowledge demands with a quick response and quality service in the knowledge push system. To improve the previous work, two methods are investigated to augment the limited training set in practical operations,namely, oscillating the feature weight and revising the case feature in the case feature vectors. In addition, we propose a multi-classification radial basis function neural network that can match the knowledge from the knowledge base once and ensure the accuracy of pushing results. We apply our approach using the training set in the design of guides by computer numerical control machine tools for training and testing, and the results demonstrate the benefit of the augmented training set. Moreover, experimental results reveal that our approach outperforms other matching approaches.
基金Project supported by the National Research Council of Science and Technology Major Project“Rotary Steering System Research and Development”(No.:2016ZX05022-002)the Surface Project of the National Natural Science Foundation of China“Study on Borehole Collission Prevention Mechanism Based on Magnetic Field Distribution and Passive Magnetic Ranging of Downhole Casing String”(No.:51674284)the Changjiang Scholars and Innovative Team Development Program of the Ministry of Education of the People's Republic of China.
文摘Now,the static push-the-bit rotary steerable system(SRSS)developed in China is being put into field tests and primary applications.During its normal drilling,higher frictional forces generated by the static pushing forces of the rotary ribs on the wellbore wall influence the weight-on-bit(WOB)transmission efficiency and the rate of penetration(ROP).In this paper,analytical models of the WOB transmission efficiency were established for the wellbore wall with and without ladders respectively based on the structure and working principle of the SRSS.And the variation rules of the WOB transmission efficiency with the nominal WOB,the frictional coefficient of wellbore wall,the pushing force and the front chamfer of the steerable rib were analyzed.And the following research results were obtained.First,the nominal WOB of this SRSS has to satisfy the minimum requirement and it is conducive to the increase of WOB transmission efficiency by increasing the nominal WOB appropriately.Second,whether there are ladders on the wellbore wall or not,the WOB transmission efficiency decreases as the total pushing forces of steerable ribs and the frictional coefficient of wellbore wall increase.And the WOB transmission efficiency in the case of wellbore wall with ladders is much lower than that without ladders.Third,if there are ladders on the wellbore wall,the front chamfer of steerable rib has a significant effect on the WOB transmission efficiency.The larger the front chamfer is,the lower the WOB transmission efficiency is(even self-locking).In conclusion,the research results play an important role in guiding the rational selection and control of the WOB at drilling site.
基金Supported by Hospital-level Project of Shiyan Taihe Hospital(2018JJXM093).
文摘[Objectives]To investigate the therapeutic effects of combined treatment on children diagnosed with pseudomyopia,based on the theoretical framework that the liver is associated with eye health in traditional Chinese medicine.[Methods]A multicenter randomized controlled trial was conducted involving 100 children,with the treatment group consisting of 50 participants receiving a combined treatment,while the control group,also comprising 50 participants,received conventional tuina.In the treatment group,the Yizhichan Pushing Manipulation was applied at a frequency of 120 times/min and a strength of 0.5-1.0 kg,targeting acupoints such as Ganyu and Guangming.The alterations in naked eye visual acuity,diopter measurements,and ciliary muscle regulation function were compared between the two groups of children both prior to and following treatment,and the clinical efficacy was assessed.[Results]The treatment group demonstrated a statistically significant enhancement in visual acuity(1.74±0.49 lines vs.1.02±0.52 lines),diopter improvement(0.91±0.29 D vs.0.46±0.25 D),and overall efficiency(96%vs.78%)when compared to the control group(all P<0.01).[Conclusions]This combined treatment exerts a therapeutic effect through a dual mechanism that involves the regulation of liver meridian qi and blood,as well as the enhancement of ciliary muscle function.This approach merits further dissemination and application in the prevention and management of myopia in children.
基金Supported by Jiangxi University Humanities and Social Sciences Research Project(GL23110).
文摘This study focuses on the talent supply-demand contradiction in grassroots employment under the Rural Revitalization Strategy.It systematically analyzes the internal and external driving mechanisms behind rural college students decisions to pursue careers at the grassroots level,exploring the"push-pull"factors and the guiding role of university counselors.Employing a mixed-methods approach combining literature review and in-depth interviews,the analysis reveals that urban employment competition pressure,high cost of living coupled with economic burdens,and household registration and social resource barriers constitute the primary"push"factors.Conversely,national policy support,emotional attachment to one s hometown and the need for value realization,as well as grassroots development opportunities and growth potential,serve as the main"pull"factors.University counselors play a significant guiding role in the employment decision-making process of rural college students.Through ideological guidance,information dissemination,capacity building,and psychological support,they enhance students job-seeking capabilities and adaptability to grassroots work,thereby strengthening their identification with such career paths.This paper provides practical insights for counselors facilitating the return of rural college students to grassroots employment.
基金Supported by National Key Research and Development Program(Grant No.2024YFB3312700)National Natural Science Foundation of China(Grant No.52405541)the Changzhou Municipal Sci&Tech Program(Grant No.CJ20241131)。
文摘Under the paradigm of Industry 5.0,intelligent manufacturing transcends mere efficiency enhancement by emphasizing human-machine collaboration,where human expertise plays a central role in assembly processes.Despite advancements in intelligent and digital technologies,assembly process design still heavily relies on manual knowledge reuse,and inefficiencies and inconsistent quality in process documentation are caused.To address the aforementioned issues,this paper proposes a knowledge push method of complex product assembly process design based on distillation model-based dynamically enhanced graph and Bayesian network.First,an initial knowledge graph is constructed using a BERT-BiLSTM-CRF model trained with integrated human expertise and a fine-tuned large language model.Then,a confidence-based dynamic weighted fusion strategy is employed to achieve dynamic incremental construction of the knowledge graph with low resource consumption.Subsequently,a Bayesian network model is constructed based on the relationships between assembly components,assembly features,and operations.Bayesian network reasoning is used to push assembly process knowledge under different design requirements.Finally,the feasibility of the Bayesian network construction method and the effectiveness of Bayesian network reasoning are verified through a specific example,significantly improving the utilization of assembly process knowledge and the efficiency of assembly process design.
文摘Rural revitalization was a major focus during this year’s“two sessions.”THE drive to advance China’s all-around rural revitalization comprises advances in agriculture,revitalization of rural areas,and well-being of rural residents–the“three rural work,”as emphasized by Premier Li Qiang in the 2025 government work report.
文摘The paper proposes a novel zero current transition (ZCT) push pull forward converter. The auxiliary resonant cell is in parallel with the main circuit and the zero current switching (ZCS) range of the main and the auxiliary switches of the proposed converter are entirely achieved. The resonant capacitor achieves high voltage by operating the auxiliary cell. The auxiliary switch turns on before the main switches turn off, the high voltage of resonant capacitor blanks off the rectifier, and then the curr...
