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Systematic analysis of artificial intelligence in the era of industry 4.0
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作者 Weiru Chen Wu He +2 位作者 Jiayue Shen Xin Tian Xianping Wang 《Journal of Management Analytics》 EI 2023年第1期89-108,共20页
Artificial Intelligence has been playing a profound role in the global economy,social progress,and people’s daily life.With the increasing capabilities and accuracy of AI,the application of AI will have more impacts ... Artificial Intelligence has been playing a profound role in the global economy,social progress,and people’s daily life.With the increasing capabilities and accuracy of AI,the application of AI will have more impacts on manufacturing and service areas in the era of industry 4.0.This study conducts a systematic literature review to study the state-of-the-art on AI in industry 4.0.This paper describes the development of industries and the evolution of AI.This paper also identifies that the development and application of AI will bring not only opportunities but also challenges to industry 4.0.The findings provide a valuable reference for researchers and practitioners through a multi-angle systematic analysis of AI.In the era of industry 4.0,AI system will become an innovative and revolutionary assistance to the whole industry. 展开更多
关键词 industry 4.0 AI deep learning neural network supervised learning unsupervised learning reinforced learning
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Digital Evaluation of Sitting Posture Comfort in Human-vehicle System under Industry 4.0 Framework 被引量:9
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作者 TAO Qing KANG Jinsheng +2 位作者 SUN Wenlei LI Zhaobo HUO Xiao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第6期1096-1103,共8页
Most of the previous studies on the vibration ride comfort of the human-vehicle system were focused only on one or two aspects of the investigation. A hybrid approach which integrates all kinds of investigation method... Most of the previous studies on the vibration ride comfort of the human-vehicle system were focused only on one or two aspects of the investigation. A hybrid approach which integrates all kinds of investigation methods in real environment and virtual environment is described. The real experimental environment includes the WBV(whole body vibration) test, questionnaires for human subjective sensation and motion capture. The virtual experimental environment includes the theoretical calculation on simplified 5-DOF human body vibration model, the vibration simulation and analysis within ADAMS/VibrationTM module, and the digital human biomechanics and occupational health analysis in Jack software. While the real experimental environment provides realistic and accurate test results, it also serves as core and validation for the virtual experimental environment. The virtual experimental environment takes full advantages of current available vibration simulation and digital human modelling software, and makes it possible to evaluate the sitting posture comfort in a human-vehicle system with various human anthropometric parameters. How this digital evaluation system for car seat comfort design is fitted in the Industry 4.0 framework is also proposed. 展开更多
关键词 sitting posture comfort human-vehicle system digital design digital evaluation industry 4.0
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Intelligent Manufacturing in the Context of Industry 4.0: A Review 被引量:155
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作者 Ray Y. Zhong Xun Xu +1 位作者 Eberhard Klotz Stephen T. Newman 《Engineering》 SCIE EI 2017年第5期616-630,共15页
Our next generation of industry-lndustry 4.0-holds the promise of increased flexibility in manufacturing, along with mass customization, better quality, and improved productivity. It thus enables companies to cope wit... Our next generation of industry-lndustry 4.0-holds the promise of increased flexibility in manufacturing, along with mass customization, better quality, and improved productivity. It thus enables companies to cope with the challenges of producing increasingly individualized products with a short lead-time to market and higher quality. Intelligent manufacturing plays an important role in Industry 4.0. Typical resources are converted into intelligent objects so that they are able to sense, act, and behave within a smart environment. In order to fully understand intelligent manufacturing in the context of Industry 4.0, this paper provides a comprehensive review of associated topics such as intelligent manufacturing, Internet of Things (IoT)- enabled manufacturing, and cloud manufacturing. Similarities and differences in these topics are highlighted based on our analysis. We also review key technologies such as the loT, cyber-physical systems (CPSs), cloud computing, big data analytics (BDA), and information and communications technology (ICT) that are used to enable intelligent manufacturing. Next, we describe worldwide movements in intelligent manufacturing, including governmental strategic plans from different countries and strategic plans from major international companies in the European Union, United States, Japan, and China. Finally, we present current challenges and future research directions. The concepts discussed in this paper will spark new ideas in the effort to realize the much-anticipated Fourth Industrial Revolution. 展开更多
关键词 Intelligent manufacturing industry 4.0 Internet of Things Manufacturing systems Cloud manufacturing Cyber-physical system
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Challenges and Requirements for the Application of Industry 4.0:A Special Insight with the Usage of Cyber-Physical System 被引量:6
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作者 Egon Mueller Xiao-Li Chen Ralph Riedel 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第5期1050-1057,共8页
Considered as a top priority of industrial devel- opment, Industry 4.0 (or Industrie 4.0 as the German ver- sion) has being highlighted as the pursuit of both academy and practice in companies. In this paper, based ... Considered as a top priority of industrial devel- opment, Industry 4.0 (or Industrie 4.0 as the German ver- sion) has being highlighted as the pursuit of both academy and practice in companies. In this paper, based on the review of state of art and also the state of practice in dif- ferent countries, shortcomings have been revealed as the lacking of applicable framework for the implementation of Industrie 4.0. Therefore, in order to shed some light on the knowledge of the details, a reference architecture is developed, where four perspectives namely manufacturing process, devices, software and engineering have been highlighted. Moreover, with a view on the importance of Cyber-Physical systems, the structure of Cyber-Physical System are established for the in-depth analysis. Further cases with the usage of Cyber-Physical System are also arranged, which attempts to provide some implications to match the theoretical findings together with the experience of companies. In general, results of this paper could be useful for the extending on the theoretical understanding of Industrie 4.0. Additionally, applied framework and proto- types based on the usage of Cyber-Physical Systems are also potential to help companies to design the layout of sensor nets, to achieve coordination and controlling of smart machines, to realize synchronous production with systematic structure, and to extend the usage of information and communication technologies to the maintenance scheduling. 展开更多
关键词 Industrie 4.0 - Internet of Things Cyber-Physical System Smart factory Reference architectureIntelligent sensor nets Robot control Synchronousproduction
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Resilient Fault Diagnosis Under Imperfect Observations–A Need for Industry 4.0 Era 被引量:3
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作者 Alejandro White Ali Karimoddini Mohammad Karimadini 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2020年第5期1279-1288,共10页
In smart industrial systems,in many cases,a fault can be captured as an event to represent the distinct nature of subsequent changes.Event-based fault diagnosis techniques are capable model-based methods for diagnosin... In smart industrial systems,in many cases,a fault can be captured as an event to represent the distinct nature of subsequent changes.Event-based fault diagnosis techniques are capable model-based methods for diagnosing faults from a sequence of observable events executed by the system under diagnosis.Most event-based diagnosis techniques rely on perfect observations of observable events.However,in practice,it is common to miss an observable event due to a problem in sensorreadings or communication/transmission channels.This paper develops a fault diagnosis tool,referred to as diagnoser,which can robustly detect,locate,and isolate occurred faults.The developed diagnoser is resilient against missed observations.A missed observation is detected from its successive sequence of events.Upon detecting a missed observation,the developed diagnoser automatically resets and then,asynchronously resumes the diagnosis process.This is achieved solely based on postreset/activation observations and without interrupting the performance of the system under diagnosis.New concepts of asynchronous detectability and asynchronous diagnosability are introduced.It is shown that if asynchronous detectability and asynchronous diagnosability hold,the proposed diagnoser is capable of diagnosing occurred faults under imperfect observations.The proposed technique is applied to diagnose faults in a manufacturing process.Illustrative examples are provided to explain the details of the proposed algorithm.The result paves the way towards fostering resilient cyber-physical systems in Industry4.0 context. 展开更多
关键词 Cyber-physical systems discrete event systems fault diagnosis imperfect communication imperfect observation industry 4.0 RESILIENCE
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Macro Perspective of Industry 4.0: Factors Affecting Value Creation Modules 被引量:1
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作者 Saeed A. Mousa 《Chinese Business Review》 2016年第10期457-465,共9页
Business needs to manage such a variety of things inside the firm or outside the business consistently. This factor affects the business in various ways. The factor which affects the business is clients, suppliers, di... Business needs to manage such a variety of things inside the firm or outside the business consistently. This factor affects the business in various ways. The factor which affects the business is clients, suppliers, distributors and so on. These all components are isolated from two sections full-scale environment and miniaturized scale environment. Macro perspective environment components are those external variables which are past the association's control. The problem of this study is guaranteeing a supportable evolvement of human presence in its social, ecological, and monetary measurement. So, we have to adapt test in order to outfit toward manageability. As for the method used in this study, it depends on using empirical framework to meet the interest of capital and buyer, in addition to supporting human presence in its social, ecological, monetary measurement. The paper is organised as following sections: first section is the introduction, second section is the literature review, the third section includes the research method, fourth one discusses the analysis, while the conclusion is in the fifth section. 展开更多
关键词 industry 4.0 lead market industrial internet digital work
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Mutated Leader Sine-Cosine Algorithm for Secure Smart IoT-Blockchain of Industry 4.0 被引量:1
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作者 Mustufa Haider Abidi Hisham Alkhalefah Muneer Khan Mohammed 《Computers, Materials & Continua》 SCIE EI 2022年第12期5367-5383,共17页
In modern scenarios,Industry 4.0 entails invention with various advanced technology,and blockchain is one among them.Blockchains are incorporated to enhance privacy,data transparency aswell as security for both large ... In modern scenarios,Industry 4.0 entails invention with various advanced technology,and blockchain is one among them.Blockchains are incorporated to enhance privacy,data transparency aswell as security for both large and small scale enterprises.Industry 4.0 is considered as a new synthesis fabrication technique that permits the manufacturers to attain their target effectively.However,because numerous devices and machines are involved,data security and privacy are always concerns.To achieve intelligence in Industry 4.0,blockchain technologies can overcome potential cybersecurity constraints.Nowadays,the blockchain and internet of things(IoT)are gaining more attention because of their favorable outcome in several applications.Though they generate massive data that need to be effectively optimized and in this research work,deep learning-based techniques are employed for this.This paper proposes a novel mutated leader sine cosine algorithm-based deep convolutional neural network(MLSC-DCNN)in order to attain a secure and optimized IoT blockchain for Industry 4.0.Here,an MLSC is hybridized using a mutated leader and sine cosine algorithm to enhance the weight function and minimize the loss factor of DCNN.Finally,the experimentation is carried out for various simulation measures.The comparative analysis is made for Best Tip Selection Method(BTSM),Smart Block-Software Defined Networking(SDN),and the proposed approach.The evaluation results show that the proposed approach attains better performances than BTSM and SDN. 展开更多
关键词 industry 4.0 internet of things(IoT) blockchain deep convolutional neural network mutated leader
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Agile Factor Flexible Industry 4.0 with MES Manufacturing Execution System Along with ERP Back-End Integration: Ready-Made Garments as a Case Study
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作者 Mohamed Mostafa Mohamed Abdulaziz Saleh Alraddadi 《American Journal of Operations Research》 2024年第4期137-150,共14页
Industry 4.0, or the Fourth Industrial Revolution, is based on digitized the manufacturing process and makes use of all digital tools so its combination of various digital technologies computers, ERP software, IoT, ma... Industry 4.0, or the Fourth Industrial Revolution, is based on digitized the manufacturing process and makes use of all digital tools so its combination of various digital technologies computers, ERP software, IoT, machine learning and AI techniques, Manufacturing Execution Systems (MES), and big data analytics to create a new, fully digitized manufacturing system. The Critical Success Factors (CSFs) of MES adoption are both a quantitative and qualitative measurement. We use the case of ready-made garments to improve each of the three Overall Equipment Efficiency (OEE) factors: Availability, Performance, and Quality. In this study, we adopt real-time management of production activities on the shop floor from order receipt to finished products, then measure the improvement. 展开更多
关键词 industry 4.0 ERP MES IOT
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Virtual manufacturing in Industry 4.0:A review
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作者 Mohsen Soori Behrooz Arezoo Roza Dastres 《Data Science and Management》 2024年第1期47-63,共17页
Virtual manufacturing is one of the key components of Industry 4.0,the fourth industrial revolution,in improving manufacturing processes.Virtual manufacturing enables manufacturers to optimize their production process... Virtual manufacturing is one of the key components of Industry 4.0,the fourth industrial revolution,in improving manufacturing processes.Virtual manufacturing enables manufacturers to optimize their production processes using real-time data from sensors and other connected devices in Industry 4.0.Web-based virtual manufacturing platforms are a critical component of Industry 4.0,enabling manufacturers to design,test,and optimize their processes collaboratively and efficiently.In Industry 4.0,radio frequency identification(RFID)technology is used to provide real-time visibility and control of the supply chain as well as to enable the automation of various manufacturing processes.Big data analytics can be used in conjunction with virtual manufacturing to provide valuable insights and optimize production processes in Industry 4.0.Artificial intelligence(AI)and virtual manufacturing have the potential to enhance the effectiveness,consistency,and adaptability of manufacturing processes,resulting in faster production cycles,better-quality products,and lower prices.Recent developments in the application of virtual manufacturing systems to digital manufacturing platforms from different perspectives,such as the Internet of things,big data analytics,additive manufacturing,autonomous robots,cybersecurity,and RFID technology in Industry 4.0,are discussed in this study to analyze and develop the part manufacturing process in Industry 4.0.The limitations and advantages of virtual manufacturing systems in Industry 4.0 are discussed,and future research projects are also proposed.Thus,productivity in the part manufacturing process can be enhanced by reviewing and analyzing the applications of virtual manufacturing in Industry 4.0. 展开更多
关键词 Virtual manufacturing industry 4.0
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Industry 4.0: Pushing Globalization into a New Era
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作者 GENG NAN 《China Today》 2019年第8期31-33,共3页
THE Fourth Industrial Revolution has set off a wave of technological innovation. New technologies, such as artificial intelligence, virtual reality, quantum information technology, unmanned technology, and biotechnolo... THE Fourth Industrial Revolution has set off a wave of technological innovation. New technologies, such as artificial intelligence, virtual reality, quantum information technology, unmanned technology, and biotechnology, have sprung up at an unprecedented rate, injecting new impetus into the development of the world economy and bringing the global economy into a new era. 展开更多
关键词 industry 4.0 PUSHING GLOBALIZATION a NEW era
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From the Current Industrial Stage to the Industry 4.0: Transformation Processes and Case Analysis of the FESTO Company
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作者 Anapatricia Morales Vilha Paulo Roberto dos Santos Eliane Regina Rodrigues Message 《Chinese Business Review》 2018年第7期317-328,共12页
Despite of the acceleration of investments and the expansion of countries towards the Industry 4.0, companies have difficulties in planning the transition processes and implementation of the scenarios of Industry 4.... Despite of the acceleration of investments and the expansion of countries towards the Industry 4.0, companies have difficulties in planning the transition processes and implementation of the scenarios of Industry 4.0. To benefit from the Industry Approach 4.0, it is necessary to take technological and organizational transition processes into account, since the phenomenon involves interoperability between humans; between humans and machines; and between machines and production. This paper proposes to examine the transformation processes of the current industrial model to the Industry 4.0 model of FESTO AG, in addition to the framework proposition for the analysis of transformation processes for Industry 4.0. Through the face-to-face interviews and the institutional materials of FESTO, it was observed that the company inserted in its strategy of products and innovation the concept of Industry 4.0. To do so, FESTO planned and built a new production plant based on connectivity, sustainability, and collaborative environment, especially between man and machine. To support this orientation, FESTO has strengthened its technological base, culture, training of its productive, commercial, and management teams. 展开更多
关键词 industry 4.0 COMPETITIVENESS industry transformation processes
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Cultivate Inter-disciplinary Elderly Care Workers in the New Era to Promote the Development of the Aging Industry
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作者 Yougen WU Haizhi YANG +2 位作者 Yujun WU Weiqi XING Chunhui CHEN 《Medicinal Plant》 CAS 2021年第2期99-101,共3页
The purpose of this paper is to point out the urgency and importance of cultivating inter-disciplinary elderly care workers in the new era by analyzing the prominent problems facing the current pension industry in Chi... The purpose of this paper is to point out the urgency and importance of cultivating inter-disciplinary elderly care workers in the new era by analyzing the prominent problems facing the current pension industry in China.Based on data analysis,survey and summary,multi-disciplinary integration and other means,training methods for inter-disciplinary elderly care workers in the new era are put forward,including enhancing multi-disciplinary theoretical knowledge reserve,improving professional skills and psychological communication skills and improving nursing ability of elderly care workers.The coping strategies proposed in this article have certain reference value for cultivating inter-disciplinary elderly care workers in the new era. 展开更多
关键词 New era Elderly care worker Aging industry
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From Industry 4.0 to Research 4.0. Development of High Performance Fibers in the Light of Digitization
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作者 Steffen Müller-Probandt 《材料科学与工程(中英文B版)》 2018年第4期161-177,共17页
We associate a variety of innovations with the term "Industry 4.0". The pioneer of many 4.0 modifications forms the basisfor the trend towards the integrated digitization of many areas of life. The field of research... We associate a variety of innovations with the term "Industry 4.0". The pioneer of many 4.0 modifications forms the basisfor the trend towards the integrated digitization of many areas of life. The field of research requires from the pilot plants to developnew pioneering fibers high flexibility of its experimental facilities to allow new insights in the laboratory and prototype facilities at areasonable cost. Added to this is the desire to closely track all process data and prepare it in a timely manner. Mobile devices nowallow the researcher to vary parameters close to the process during observation. In the following lecture the question will bediscussed which of the many definitions and varieties of "Industry 4.0" can be meaningfully transferred to the field of research. Indoing so, we are guided by the findings that have been gained with modularized spinning systems in recent years. The respectivespinning processes require different analysis focuses and different conversion options. The digital world must follow the realdemands of the analog world. In addition to the elegance functions, it must be ensured that the control functions of the process meetthe requirements of machine safety. Digitization allows intelligent analyzes to be developed independently of the various spinningprocesses and can be flexibly adapted to the respective process conditions. The variability of spin systems depends on the intelligentmodularization of individual functions and the physics that require the spinning conditions. Finally, some examples of modularprototype systems are presented, and the limits of variability are discussed. 展开更多
关键词 industry 4.0 internet of THINGS MODULARIZATION innovation RESEARCH prototype SPINNING machines high performancefibers carbon fibers cyber physical production systems
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Research on Adaption Strategy of Higher Vocational Colleges Based on Industry 4.0
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作者 Ye Mei 《Review of Educational Theory》 2018年第1期26-32,共7页
The new revolution of science and technology impacts and overturns the original human production and lifestyle widely and profoundly with the Industry 4.0 as the engine, so that the social production and the people... The new revolution of science and technology impacts and overturns the original human production and lifestyle widely and profoundly with the Industry 4.0 as the engine, so that the social production and the people's lifestyle, behavioral habit and thinking mode can be changed and remodeled revolution. In the national educational system, the higher vocational colleges are firstly impacted by the Industry 4.0 most widely and profoundly, and this is due to the basic function and mission of the higher vocational education in China. Under the new situation, the higher vocational colleges in China should undertake the important responsibility to build, develop and cultivate professional qualified inter-disciplinary talents, change the original ideas, integrate the Industry 4.0 technology basic ideas, adapt to the new ecological, dock with the artificial intelligence and incubate new achievement, expand new routes in order to promote the healthy development of own adaptability. 展开更多
关键词 industry 4.0 HIGHER VOCATIONAL education EDUCATIONAL ECOLOGY Talents training mode School-Enterprise fusion
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Research on the Development Path of Zigong Salt Culture and Creative Industry in the Era of Digital New Media
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作者 Bingjie Zhang 《Journal of Economic Science Research》 2020年第4期61-65,共5页
Salt culture is the main component of traditional culture in Zigong,Sichuan.With centuries of history,it has accumulated rich cultural connotations.At present,Zigong salt culture,as a precious traditional cultural wea... Salt culture is the main component of traditional culture in Zigong,Sichuan.With centuries of history,it has accumulated rich cultural connotations.At present,Zigong salt culture,as a precious traditional cultural wealth,has taken cultural and creative industries as a new carrier of communication in the rapid development of digital new media technology,giving full play to the resource advantages of its traditional culture.This article focuses on the study of the development path of Zigong salt cultural and creative industry in the new digital media era.Combining digital new media technology with cultural and creative industries,Zigong salt culture actively uses virtual technology to realize the innovative development of cultural and creative industries,promote the cultivation of cultural and creative brands based on digital new media technology.This article aims to give relevant strategies with reference value,so as to make corresponding contributions to the development path of Zigong salt culture in the future. 展开更多
关键词 New media era Zigong salt culture Cultural and creative industries Development path Virtual technology
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An era of high-tech petroleum industry
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《China Oil & Gas》 CAS 1998年第3期171-171,共1页
关键词 HIGH An era of high-tech petroleum industry
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Improving the Efficiency of Mechatronic Systems in Order to Ensure Intensive Reform“Industry-4.0”
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作者 Raul Turmanidze Giorgi Popkhadze 《Journal of Physical Science and Application》 2020年第2期30-42,共13页
The presented work will show the highest relevance of solving all the issues related to this problem and present the results of the analysis of the main expected potential problems,which may occur in the implementatio... The presented work will show the highest relevance of solving all the issues related to this problem and present the results of the analysis of the main expected potential problems,which may occur in the implementation of the INDUSTRY-4.0 reform.It is proved that the pace and level of development of this reform will be determined to a large extent by the effectiveness of the individual nodes used and the entire mechatronic system.It has also been established that as a result of systematic miniaturization of the nodes of radio-electronic equipment and microelectronic equipment and microelectronic technology,the main problem of these reforms and the implementation of complex technological processes is instrumental and technological support,especially with cutting micro-tools and equipment.Therefore,on the example of these investigations,methods for improving their performance are shown. 展开更多
关键词 industry-4.0 mechatronic systems micro tools for electro technical industry optimization of the design and geometrical parameters of various tools and technological equipment.
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Win-win future,A global silk road era of China textile industry! Reviewing the year of establishing China Textile Go Global Union
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《China Textile》 2018年第1期27-31,共5页
2017 is an extraordinary year.The successful commencement of the 19th National Congress has attracted the attentions of the whole world.The construction of the"Belt and Road"enjoys popular support and surges the wor... 2017 is an extraordinary year.The successful commencement of the 19th National Congress has attracted the attentions of the whole world.The construction of the"Belt and Road"enjoys popular support and surges the world.With the most historical origin of the"Silk Road"and as the indispensable part of global economy,China textile industry plays the vital pioneering function in the year of"going global".In 2017, 展开更多
关键词 Win-win future A global silk road era of China textile industry
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Development Opportunities and Challenges of Film and Television Industry in the Post-Epidemic Era
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作者 Lulu Zhang 《经济管理学刊(中英文版)》 2022年第2期48-53,共6页
The sudden outbreak of COVID-19 in 2020 has not only caused a serious impact on the development of China's economy,but also on China's cultural industry,especially the film and television industry,which is now... The sudden outbreak of COVID-19 in 2020 has not only caused a serious impact on the development of China's economy,but also on China's cultural industry,especially the film and television industry,which is now entering the post-epidemic era.This paper explains the impact of the epidemic on domestic and foreign film and television industry and the three major impacts on the film industry,and then interprets the response measures of the film and television industry in the post-epidemic era. 展开更多
关键词 Post-epidemic era Film and Television industry Economic Development
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循环经济理念下的产业园4.0规划设计——以广州中创产业园为例 被引量:1
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作者 李岩 陈士文 郑则柬 《河南城建学院学报》 CAS 2024年第1期96-101,110,共7页
在国家推进碳中和的背景下,实现经济高质量发展尤为重要。循环经济具有降低能源消耗和碳排放的关键作用,是实现经济高质量发展的必由之路。以广州中创产业园为例,引入循环经济理念,对产业园区规划存在的问题进行分析,并进行系统性规划... 在国家推进碳中和的背景下,实现经济高质量发展尤为重要。循环经济具有降低能源消耗和碳排放的关键作用,是实现经济高质量发展的必由之路。以广州中创产业园为例,引入循环经济理念,对产业园区规划存在的问题进行分析,并进行系统性规划设计。同时,基于循环经济理念对产业园进行功能结构布局,进一步探讨物质循环系统、生态循环系统和智慧园区具体的规划策略。探索广州中创产业园4.0实现循环经济发展的路径与对策,为我国其他工业化地区建设面向循环经济的工业园区4.0提供参考。 展开更多
关键词 循环经济理念 产业园4.0 广州中创产业园 规划设计
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