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Application Path Exploration of Intelligent Manufacturing Technology in the Machining Field
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作者 Donglai Luan Qiming Rao 《Journal of Electronic Research and Application》 2025年第3期58-63,共6页
Intelligent manufacturing technology, as the core driving force of the fourth industrial revolution, is profoundly changing the production mode and industrial pattern in the field of mechanical processing. This paper ... Intelligent manufacturing technology, as the core driving force of the fourth industrial revolution, is profoundly changing the production mode and industrial pattern in the field of mechanical processing. This paper starts from the application background of intelligent manufacturing technology in the field of machining, combined with the limitations of traditional machinery manufacturing technology, systematically analyzes the application status of intelligent manufacturing technology in CNC production, equipment fault diagnosis, sensing technology and industrial robots, and provides theoretical support and practical guidance for the transformation and upgrading of machining industry. The exploration of the application path of intelligent manufacturing technology in the field of machining not only helps to enhance the core competitiveness of the industry but also provides important support for the realization of high-quality development and sustainable development goals of the manufacturing industry. 展开更多
关键词 Intelligent manufacturing technology machining Application path
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Lubricant activity enhanced technologies for sustainable machining:Mechanisms and processability
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作者 Yanbin ZHANG Liuyang LI +7 位作者 Xin CUI Qinglong AN Peiming XU Wei WANG Dongzhou JIA Mingzheng LIU Yusuf Suleiman DAMBATTA Changhe LI 《Chinese Journal of Aeronautics》 2025年第6期204-229,共26页
The use of Minimum Quantity Lubrication(MQL)with bio-lubricants has been extensively studied in aerospace sustainable manufacturing.Enhanced MQL technologies have been proposed to reduce tool wear and improve workpiec... The use of Minimum Quantity Lubrication(MQL)with bio-lubricants has been extensively studied in aerospace sustainable manufacturing.Enhanced MQL technologies have been proposed to reduce tool wear and improve workpiece surface integrity by increasing lubricant activity.However,the relationship between enhancement behavior,physicochemical properties of biolubricants,and processability remains unclear,presenting challenges for MQL technologies,particularly with difficult-to-machine materials.To address this gap,this paper provides an in-depth mechanism analysis and a comprehensive quantitative evaluation of the machinability of enhanced MQL technologies,considering chemistry,molecular dynamics,fluid dynamics,tribology,and heat transfer.Firstly,the cooling and lubrication enhancement mechanisms of nano-lubricants were systematically summarized.focusing on molecular structure.physical properties,and preparation processes.Secondly,the atomization enhancement mechanism of Electrostatic Minimum Quantity Lubrication(EMQL)was analyzed.revealing a 49%reduction in PM2.5 concentration during the atomization process compared to conventional MQL.Thirdly,the transport and infiltration enhancement mechanisms of bio-lubricants in cutting and grinding zones were summarized,incorporating electromagnetic fields and ultrasound-assisted processes.Finally,for cutting and grinding applications involving difficult-to-machine materials in aerospace,the optimized machinability of enhanced MQL technologies was concluded,showing a 50.1%increase in lubricant heat transfer coefficient and a 31.6%decrease in grinding temperature compared to standard MQL.This paper aims to help scientists understand the effective mechanisms,formulate process specifications,and identify future development trends in this technology. 展开更多
关键词 GRINDING Cutting Minimum quantity lubrication LUBRICANT Enhanced technologies Multi-energyfield machinABILITY
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Application of spectroscopic technology with machine learning in Chinese herbs from seeds to medicinal materials:The case of genus Paris
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作者 Yangna Feng Xinyan Zhu Yuanzhong Wang 《Journal of Pharmaceutical Analysis》 2025年第2期291-303,共13页
To ensure the safety and efficacy of Chinese herbs,it is of great significance to conduct rapid quality detection of Chinese herbs at every link of their supply chain.Spectroscopic technology can reflect the overall c... To ensure the safety and efficacy of Chinese herbs,it is of great significance to conduct rapid quality detection of Chinese herbs at every link of their supply chain.Spectroscopic technology can reflect the overall chemical composition and structural characteristics of Chinese herbs,with the multi-component and multitarget characteristics of Chinese herbs.This review took the genus Paris as an example,and applications of spectroscopic technology with machine learning(ML)in supply chain of the genus Paris from seeds to medicinal materials were introduced.The specific contents included the confirmation of germplasm resources,identification of growth years,cultivar,geographical origin,and original processing and processing methods.The potential application of spectroscopic technology in genus Paris was pointed out,and the prospects of combining spectroscopic technology with blockchain were proposed.The summary and prospects presented in this paper will be beneficial to the quality control of the genus Paris in all links of its supply chain,so as to rationally use the genus Paris resources and ensure the safety and efficacy of medication. 展开更多
关键词 Medicinal herbs Genus Paris Spectroscopic technology Quality detection Supply chain machine learning
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Application of AI technology in pulsar candidate identification 被引量:1
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作者 Wanqiong Wang Jie Wang +7 位作者 Xinchen Ye Yazhou Zhang Jia Li Xu Du Wenna Cai Han Wu Ting Zhang Yuyue Jiao 《Astronomical Techniques and Instruments》 2025年第1期27-43,共17页
As artificial intelligence(AI)technology has continued to develop,its efficient data processing and pattern recognition capabilities have significantly improved the precision and speed of decision-making processes,and... As artificial intelligence(AI)technology has continued to develop,its efficient data processing and pattern recognition capabilities have significantly improved the precision and speed of decision-making processes,and it has been widely applied across various fields.In the field of astronomy,AI techniques have demonstrated unique advantages,particularly in the identification of pulsars and their candidates.AI is able to address the challenges of pulsar celestial body identification and classification because of its accuracy and efficiency.This paper systematically surveys commonly used AI models for pulsar candidate identification,analyzing and discussing the typical applications of machine learning,artificial neural networks,convolutional neural networks,and generative adversarial networks in candidate identification.Furthermore,it explores how th.e introduction of AI techniques not only enhances the efficiency and accuracy of pulsar identification but also provides new perspectives and tools for pulsar survey data processing,thus playing a significant role in advancing pulsar research and the field of astronomy. 展开更多
关键词 AI technology Candidate identification machine learning Neural networks
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Analysis of Tool Wear Condition Monitoring Based on Digital Twin Technology
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作者 Chengcheng Zhang 《Journal of Electronic Research and Application》 2025年第4期71-77,共7页
This paper focuses on the key issues of tool wear condition monitoring in the field of machining,and deeply discusses the application of digital twin technology in this aspect.This paper expounds the principle and arc... This paper focuses on the key issues of tool wear condition monitoring in the field of machining,and deeply discusses the application of digital twin technology in this aspect.This paper expounds the principle and architecture of digital twin technology,analyzes its specific methods in tool wear data acquisition,modeling,simulation,and real-time monitoring,and shows the significant advantages of this technology in improving the accuracy of tool wear monitoring and realizing predictive maintenance.At the same time,the challenges faced by digital twin technology in tool wear condition monitoring are discussed,and the corresponding development direction is put forward,aiming to provide theoretical reference and practical guidance for optimizing tool management by digital twin technology in the machining industry. 展开更多
关键词 Digital twin technology Tool wear Condition monitoring machining Predictive maintenance
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Adulteration Recognition Between Taoren and Xingren by Hyperspectral Non-destructive Technology with Mixed Metaheuristics RBF-SVM Model
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作者 Xu Hongzhao Zhao Qinghe +2 位作者 Liu Huaxi Zhang Zifang Fang Junlong 《Journal of Northeast Agricultural University(English Edition)》 2025年第2期66-81,共16页
Taoren and Xingren are commonly used herbs in East Asian medicine with different medication functions but huge economic differences,and there are cases of adulterated sales in market transactions.An effective adultera... Taoren and Xingren are commonly used herbs in East Asian medicine with different medication functions but huge economic differences,and there are cases of adulterated sales in market transactions.An effective adulteration recognition based on hyperspectral technology and machine learning was designed as a non-destructive testing method in this paper.A hyperspectral dataset comprising 500 Taoren and 500 Xingren samples was established;six feature selection methods were considered in the modeling of radial basis function-support vector machine(RBF-SVM),whose interaction between the two optimization methods was further researched.Two mixed metaheuristics modeling methods,Mixed-PSO and Mixed-SA,were designed,which fused both band selection and hyperparameter optimization from two-stage into one with detailed process analysis.The metrics of this mixed model were improved by comparing with traditional two-stage method.The accuracy of Mixed-PSO was 89.2%in five-floods crossvalidation that increased 4.818%than vanilla RBF-SVM;the accuracy of Mixed-SA was 88.7%which could reach the same as the traditional two-stage method,but it only relied on 48 crux bands in full 100 bands in RBF-SVM model fitting. 展开更多
关键词 hyperspectral technology adulteration recognition machine learning
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Elbow precision machining technology by abrasive flow based on direct Monte Carlo method 被引量:4
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作者 LI Jun-ye ZHU Zhi-bao +4 位作者 WANG Bin-yu ZHANG Xin-ming WANG Fei ZHAO Wei-hong XU Cheng-yu 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第12期3667-3683,共17页
The investigation was carried out on the technical problems of finishing the inner surface of elbow parts and the action mechanism of particles in elbow precision machining by abrasive flow.This work was analyzed and ... The investigation was carried out on the technical problems of finishing the inner surface of elbow parts and the action mechanism of particles in elbow precision machining by abrasive flow.This work was analyzed and researched by combining theory,numerical and experimental methods.The direct simulation Monte Carlo(DSMC)method and the finite element analysis method were combined to reveal the random collision of particles during the precision machining of abrasive flow.Under different inlet velocity,volume fraction and abrasive particle size,the dynamic pressure and turbulence flow energy of abrasive flow in elbow were analyzed,and the machining mechanism of particles on the wall and the influence of different machining parameters on the precision machining quality of abrasive flow were obtained.The test results show the order of the influence of different parameters on the quality of abrasive flow precision machining and establish the optimal process parameters.The results of the surface morphology before and after the precision machining of the inner surface of the elbow are discussed,and the surface roughness Ra value is reduced from 1.125μm to 0.295μm after the precision machining of the abrasive flow.The application of DSMC method provides special insights for the development of abrasive flow technology. 展开更多
关键词 precision machining by abrasive flow direct simulation Monte Carlo method abrasive particle collision processing technology
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Research of Digital Manufacturing Technology Application on Ultra-precision Optical Workpiece Machining
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作者 HE Daxing (School of Mechanical and Electrical Engineering,Wuhan University of Technology,Wuhan 430070,China) 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S1期359-362,共4页
Digital manufacturing technology can be used in optical field to solve many problems caused by traditional machining. According to the characters of digital manufacturing and the practical applications of ultra-precis... Digital manufacturing technology can be used in optical field to solve many problems caused by traditional machining. According to the characters of digital manufacturing and the practical applications of ultra-precision machining,the process of digital ultra-precision machining and its technical contents were presented in this paper. In the conclusions,it was stated that the digitalization of ultra-precision machining will be an economical and efficient way for the production of new sorts of optical workpieces. 展开更多
关键词 DIGITAL MANUFACTURING ULTRA-PRECISION machining technology OPTICAL application
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345 GHz Band-Pass Filter Using Ultra-Precision Machining Technology
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作者 Yu-Kun Li Yong Zhang Cai-Jie Ai 《Journal of Electronic Science and Technology》 CAS CSCD 2017年第3期267-270,共4页
This paper presents a terahertz(THz)band-pass filter using ultra-precision machining technology based on Chebyshev filter prototype.This iris inductive window coupled waveguide filter was designed by using 8 resonan... This paper presents a terahertz(THz)band-pass filter using ultra-precision machining technology based on Chebyshev filter prototype.This iris inductive window coupled waveguide filter was designed by using 8 resonant cavities with a center frequency of 345 GHz and a 7% bandwidth.The final design fulfills the desired specifications and presents the minimum insertion loss of 1.55 d B and the return loss of less than 15 d B at 345 GHz.The stop-band rejection is50 d B off the center frequency about 30 GHz,which means it has a good performance of high stop-band suppression.Compared with the recent development of THz filters,this filter possesses the characteristic of simple structure and is easy to machining. 展开更多
关键词 Index Terms--Filter PROTOTYPE simple structure ultra-precision machining technology.
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Discussion on the Application of Modern Mechanical Manufacturing Technology and Precision Machining Technology
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作者 DUN Xianghong 《外文科技期刊数据库(文摘版)工程技术》 2021年第3期586-591,共6页
With the continuous collaborative innovation and development of Internet technology and mechanical manufacturing technology, the realization of precision machining process has become the leading innovative technology ... With the continuous collaborative innovation and development of Internet technology and mechanical manufacturing technology, the realization of precision machining process has become the leading innovative technology in the manufacturing industry. China is a big industrial country, and industry is one of the important industrial forms to promote economic development. The machinery manufacturing industry accounts for half of the construction work of industrial engineering projects. However, in order to transform China from an industrial power to an industrial power, the mechanical manufacturing industry needs to be improved from the material, structure, technology and other aspects, combined with advanced information technology means, using scientific and normative principles to complete the mechanical manufacturing content. Next, the article discusses the application of modern mechanical manufacturing technology and precision machining technology. 展开更多
关键词 modernmachinery manufacturingprocess precision machining technology application
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Research on the Application of Numerical Control Technology in Modern Machining
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作者 LIDengpeng PANWuchao +2 位作者 SHENXusheng JIANGHongbin CHENCuishuang 《外文科技期刊数据库(文摘版)工程技术》 2022年第6期139-142,共4页
With the continuous improvement of China's information degree, the information process of various industries is also imperative, among which CNC technology has become one of the important technologies of China'... With the continuous improvement of China's information degree, the information process of various industries is also imperative, among which CNC technology has become one of the important technologies of China's modernization. Its development is directly related to China's economy and national strength, and many industrial developed countries are increasing the investment in numerical control technology. At present, numerical control technology has become an important way to improve production efficiency, improve quality, and enhance market competitiveness. In recent years, numerical control technology has been widely used in modern machinery manufacturing. Machinery manufacturing enterprises should improve the production and management level of machinery and equipment, and numerical control technology is the only guarantee to ensure product quality and production efficiency. This paper discusses the future machining road of CNC technology from the definition of CNC technology and its application and development in modern machining. 展开更多
关键词 machining CNC technology RESEARCH
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Analysis on the Application of Modern Mechanical Manufacturing Technology and Precision Machining Technology
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作者 LI Wen 《外文科技期刊数据库(文摘版)工程技术》 2021年第9期1100-1103,共6页
In the process of machining, it is difficult to eliminate the errors due to various factors, which will affect the final product quality. In order to actively control the errors in mechanical processing, it is necessa... In the process of machining, it is difficult to eliminate the errors due to various factors, which will affect the final product quality. In order to actively control the errors in mechanical processing, it is necessary to effectively apply modern mechanical processing technology and actively adopt precision processing technology to ensure the product quality and meet the increasing demand of users. Precision machining technology and mechanical design and manufacturing technology are complementary relations. They are interrelated and promote each other. This benign relationship greatly promotes the development of China's economy and industry. 展开更多
关键词 mechanical manufacturing precision machining technology
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Application of Modern Mechanical Manufacturing Technology and Precision Machining Technology
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作者 ZHANG Guidong 《外文科技期刊数据库(文摘版)工程技术》 2021年第12期158-162,共8页
As the technical content of promoting industrial development in the industrial field, the in-depth study of modern mechanical manufacturing technology and precision machining technology is not only conducive to improv... As the technical content of promoting industrial development in the industrial field, the in-depth study of modern mechanical manufacturing technology and precision machining technology is not only conducive to improving the development level of China's manufacturing industry, but also of great significance to industrial enterprises. However, due to the late development of advanced technology in China, the development of mechanical manufacturing technology and precision machining technology is not perfect, and there are still some problems, such as insufficient degree of automation, inadequate application of machining technology and so on. Relevant enterprises should carry out analysis and research, understand the characteristics and advantages of modern machinery manufacturing and the application mode of precision machining technology, select the integrated application of technology according to different product characteristics and requirements, improve the quality of machinery manufacturing and service quality, promote the accelerated development of China’s machinery manufacturing industry and contribute to China’s economic construction. 展开更多
关键词 mechanical manufacturing precision machining technology
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Effective Methods to Improve the Level of NC Machining Technology
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作者 WANG Kunlun ZHU Di +2 位作者 ZHU Yuanchang SHEN Xuejun WU Zhentai 《外文科技期刊数据库(文摘版)工程技术》 2020年第2期159-162,共6页
With the acceleration of digital process, the application of NC machining technology in China is more extensive. It will greatly improve the efficiency of production and processing, effectively reduce production costs... With the acceleration of digital process, the application of NC machining technology in China is more extensive. It will greatly improve the efficiency of production and processing, effectively reduce production costs, accelerate the development of Chinese mechanical processing and make it develop towards the direction of automation and intelligence. Of course, in recent years, the field of machining in China has developed rapidly under the digital technology. Although compared with developed countries, there is still a certain gap and there is a large space for improvement. But as long as we pay more attention to the field of mechanical processing, introduce advanced production and processing technology, explore the problems in the production process with a positive vision and through targeted solutions, we can achieve faster development in the field of mechanical processing. 展开更多
关键词 machinERY numerical control machining technology
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Modern Mechanical Manufacturing Technology and Precision Machining Technology
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作者 LIUBing XUXianwei +1 位作者 YANGChenghua WANGHaiyan 《外文科技期刊数据库(文摘版)工程技术》 2022年第4期128-131,共4页
Modern mechanical manufacturing technology and precision machining technology have a positive role in promoting the whole industrial production. However, with the development of modern science and technology, the actu... Modern mechanical manufacturing technology and precision machining technology have a positive role in promoting the whole industrial production. However, with the development of modern science and technology, the actual requirements of modern mechanical manufacturing technology and precision machining technology are gradually improving, forcing the current enterprises to make appropriate adjustments in combination with the actual requirements of modern industrial production. Therefore, under the requirements of current production management, this paper makes a comprehensive analysis and exploration of the relationship between modern mechanical manufacturing technology and precision processing technology, further combs out the practical problems existing in the whole industrial production of modern mechanical manufacturing technology and precision processing technology, and judges the relevant contents involved in the modern mechanical manufacturing and processing technology, in order to promote the transformation of industrial production mode and improve the overall quality of industrial production management in our country. 展开更多
关键词 modern mechanical manufacturing process precision machining technology STUDY
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Rock mass structural recognition from drill monitoring technology in underground mining using discontinuity index and machine learning techniques 被引量:5
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作者 Alberto Fernández JoséA.Sanchidrián +3 位作者 Pablo Segarra Santiago Gómez Enming Li Rafael Navarro 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2023年第5期555-571,共17页
A procedure to recognize individual discontinuities in rock mass from measurement while drilling(MWD)technology is developed,using the binary pattern of structural rock characteristics obtained from in-hole images for... A procedure to recognize individual discontinuities in rock mass from measurement while drilling(MWD)technology is developed,using the binary pattern of structural rock characteristics obtained from in-hole images for calibration.Data from two underground operations with different drilling technology and different rock mass characteristics are considered,which generalizes the application of the methodology to different sites and ensures the full operational integration of MWD data analysis.Two approaches are followed for site-specific structural model building:a discontinuity index(DI)built from variations in MWD parameters,and a machine learning(ML)classifier as function of the drilling parameters and their variability.The prediction ability of the models is quantitatively assessed as the rate of recognition of discontinuities observed in borehole logs.Differences between the parameters involved in the models for each site,and differences in their weights,highlight the site-dependence of the resulting models.The ML approach offers better performance than the classical DI,with recognition rates in the range 89%to 96%.However,the simpler DI still yields fairly accurate results,with recognition rates 70%to 90%.These results validate the adaptive MWD-based methodology as an engineering solution to predict rock structural condition in underground mining operations. 展开更多
关键词 Drill monitoring technology Rock mass characterization Underground mining Similarity metrics of binary vectors Structural rock factor machine learning
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Implementing an innovated liver ex-situ machine perfusion technology:The 2018 Joint International Congress of ILTS,ELITA and LICAGE 被引量:2
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作者 Jun-Jun Jia Jian-Hui Li +2 位作者 Hai-Yang Xie Lin Zhoua Shu-Sen Zheng 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS CSCD 2018年第4期283-285,共3页
The 2018 Joint International Congress of ILTS,ELITA and LICAGE were held in Lisbon,Portugal on May 23–26,2018.The exciting and innovative program brought together 1144 experts in liver transplantation(LT)such as surg... The 2018 Joint International Congress of ILTS,ELITA and LICAGE were held in Lisbon,Portugal on May 23–26,2018.The exciting and innovative program brought together 1144 experts in liver transplantation(LT)such as surgeons,physicians or basic scientists from 61 countries.The presentations included 110 invited speakers,181 oral presentations,and 545 posters.This editorial highlights some of the most innovative and impactful presentations in 展开更多
关键词 NMP WIT DCD Implementing an innovated liver ex-situ machine perfusion technology:The 2018 Joint International Congress of ILTS ELITA and LICAGE
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Technological requirements of profile machining
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作者 PARK Sangchul 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第9期1461-1466,共6页
The term ‘profile machining’ is used to refer to the milling of vertical surfaces described by profile curves. Profile machining requires higher precision (1/1000 mm) than regular 3D machining (1/100 mm) with the er... The term ‘profile machining’ is used to refer to the milling of vertical surfaces described by profile curves. Profile machining requires higher precision (1/1000 mm) than regular 3D machining (1/100 mm) with the erosion of sharp vertices should being especially avoided. Although, profile machining is very essential for making trimming and flange dies, it seldom brought into focus. This paper addresses the technological requirements of profile machining including machining width and depth control, minimizing toolware, and protecting sharp vertices. Issues of controller alarms are also addressed. 展开更多
关键词 Profile machining technological requirements Protecting sharp vertices
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Research and test of the adaptive quadrature demodulation technology for silicon micro-machined gyroscope 被引量:3
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作者 王玉良 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2012年第5期118-122,共5页
A program of adaptive quadrature demodulation is proposed to supply the gaps in the traditional analog detection technology of a silicon micro-machined gyroscope (SMG). This program is suitable for digital phase locke... A program of adaptive quadrature demodulation is proposed to supply the gaps in the traditional analog detection technology of a silicon micro-machined gyroscope (SMG). This program is suitable for digital phase locked loop (DPLL) drive technology that proposed in other papers. In addition the program adopts an adaptive filtering algorithm, which selects the in-phase and quadrature components that are outputs of the DPLL of the SMG's drive mode as reference signals to update the amplitude of the in-phase and quadrature components of the input signal by iteratively. An objective of the program is to minimize the mean square error of the accurate amplitudes and the estimated amplitudes of SMG's detection mode. The simulation and test results prove the feasibility of the program that lays the foundation for the further improvement of the SMG's system performance and the implementation of the SMG system's self-calibration and self-demarcation in future. 展开更多
关键词 Silicon Micro-machined Gyroscope (SMG) adaptive filtering technology quadrature demodulation Field Programmable Gate Array(FPGA)
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LEADSFON-PILOTELLI:The high-speed single jersey open width machine shows up
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《China Textile》 2025年第5期55-55,共1页
LEADSFON(XIAMEN)TEXTILE TECH CO.,LTD.is a manufacturer of knitting circular machines.Since 2002,the company has served as an ODM and supporting partner for the Italian brand"PILOTELLI".In 2014,LEADSFON offic... LEADSFON(XIAMEN)TEXTILE TECH CO.,LTD.is a manufacturer of knitting circular machines.Since 2002,the company has served as an ODM and supporting partner for the Italian brand"PILOTELLI".In 2014,LEADSFON officially acquired PILOTELLI,integrating advanced Italian technology into its core operations. 展开更多
关键词 advanced italian technology high speed single jersey machine Pilotelli advanced Italian technology knitting circular machines ODM knitting circular machinessince odm supporting partner
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