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Research on information technology of state monitoring and fault prediction for mechatronics system 被引量:1
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作者 Xu Xiaoli Zuo Yunbo +2 位作者 Meng Lingxia Zhao Xiwei Liu Xiuli 《仪器仪表学报》 EI CAS CSCD 北大核心 2016年第S1期139-145,共7页
The safety and reliability of mechatronics systems,particularly the high-end,large and key mechatronics equipment in service,can strongly influence on production efficiency,personnel safety,resources and environment.B... The safety and reliability of mechatronics systems,particularly the high-end,large and key mechatronics equipment in service,can strongly influence on production efficiency,personnel safety,resources and environment.Based on the demands of development of modern industries and technologies such as international industry 4.0,Made-in-China 2025 and Internet + and so on,this paper started from revealing the regularity of evolution of running state of equipment and the methods of signal processing of low signal noise ratio,proposed the key information technology of state monitoring and earlyfault-warning for equipment,put forward the typical technical line and major technical content,introduced the application of the technology to realize modern predictive maintenance of equipment and introduced the development of relevant safety monitoring instruments.The technology will play an important role in ensuring the safety of equipment in service,preventing accidents and realizing scientific maintenance. 展开更多
关键词 mechatronics system information technology state monitoring fault prediction
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Design of Human Adaptive Mechatronics Controller for Upper Limb Motion Intention Prediction
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作者 R.Joshua Samuel Raj J.Prince Antony Joel +2 位作者 Salem Alelyani Mohammed Saleh Alsaqer C.Anand Deva Durai 《Computers, Materials & Continua》 SCIE EI 2022年第4期1171-1188,共18页
Human Adaptive Mechatronics(HAM)includes human and computer system in a closed loop.Elderly person with disabilities,normally carry out their daily routines with some assistance to move their limbs.With the short fall... Human Adaptive Mechatronics(HAM)includes human and computer system in a closed loop.Elderly person with disabilities,normally carry out their daily routines with some assistance to move their limbs.With the short fall of human care takers,mechatronics devices are used with the likes of exoskeleton and exosuits to assist them.The rehabilitation and occupational therapy equipments utilize the electromyography(EMG)signals to measure the muscle activity potential.This paper focuses on optimizing the HAM model in prediction of intended motion of upper limb with high accuracy and to increase the response time of the system.Limb characteristics extraction from EMG signal and prediction of optimal controller parameters are modeled.Time and frequency based approach of EMG signal are considered for feature extraction.The models used for estimating motion and muscle parameters from EMG signal for carrying out limb movement predictions are validated.Based on the extracted features,optimal parameters are selected by Modified Lion Optimization(MLO)for controlling the HAM system.Finally,supervised machine learning makes predictions at different points in time for individual sensing using Support Vector Neural Network(SVNN).This model is also evaluated based on optimal parameters of motion estimation and the accuracy level along with different optimization models for various upper limb movements.The proposed model of human adaptive controller predicts the limb movement by 96%accuracy. 展开更多
关键词 EXOSKELETON electromyography(emg) human adaptive mechatronics occupational therapy motion prediction machine learning
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Robotics and mechatronics for planetary surface exploration
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作者 LIUH XIEZW GHIRZINGER 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2003年第3期241-245,共5页
The paper briefly addresses DLR' s ( German Aerospace Center) expertise in space robotics by handof corresponding milestone projects including systems on the International Space Station ISS. It then discussesthe k... The paper briefly addresses DLR' s ( German Aerospace Center) expertise in space robotics by handof corresponding milestone projects including systems on the International Space Station ISS. It then discussesthe key technologies needed for the development of an artificial "robonaut" generation with mechatronic ultra-light weight arms and multifingered hands. The third arm generation is nearly finished now, approaching thelimits of what is technologically achievable today with respect to light-weight and power losses. In a similar wayDLR' s second generation of artificial 4-fingered hands was a big step towards higher reliability, manipulabilityand overall performance. 展开更多
关键词 space-robotics light-weight robotics joint/torque control mechatronics
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The 3+1 SysML View-Model in Model Integrated Mechatronics
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作者 Kleanthis Thramboulidis 《Journal of Software Engineering and Applications》 2010年第2期109-118,共10页
Software is becoming the driving force in today’s mechatronic systems. It does not only realize a significant part of their functionality but it is also used to realize their most competitive advantages. However, the... Software is becoming the driving force in today’s mechatronic systems. It does not only realize a significant part of their functionality but it is also used to realize their most competitive advantages. However, the traditional development process is wholly inappropriate for the development of these systems that impose a tighter coupling of software with electronics and mechanics. In this paper, a synergistic integration of the constituent parts of mechatronic systems, i.e. mechanical, electronic and software is proposed though the 3+1 SysML view-model. SysML is used to specify the cen-tral view-model of the mechatronic system while the other three views are for the different disciplines involved. The widely used in software engineering V-model is extended to address the requirements set by the 3+1 SysML view-model and the Model Integrated Mechatronics (MIM) paradigm. A SysML profile is described to facilitate the application of the proposed view-model in the development of mechatronic systems. 展开更多
关键词 Systems Engineering System Modeling Mechatronic Component MODEL Driven Development MODEL In-tegrated mechatronics SYSML Profile V-Model IEC61499
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The Experimental Vehicles Program Helps Advance the Mechatronics Engineering Program
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作者 Saeed D.Foroudastan 《Journal of Mechanics Engineering and Automation》 2018年第5期222-225,共4页
Middle Tennessee State University(MTSU)started a Mechatronics Engineering program four years ago.Over those four years,enrollment has grown exponentially and has increased to over 400 students.One major factor that dr... Middle Tennessee State University(MTSU)started a Mechatronics Engineering program four years ago.Over those four years,enrollment has grown exponentially and has increased to over 400 students.One major factor that draws interest to this new program is the university’s Experimental Vehicles Program(EVP),created by Dr.Saeed Foroudastan.The EVP includes different student teams that work to design and build the four projects the EVP has evolved to:human-powered lunar rover(formerly known as The Great Moonbuggy Race),powered off-road Baja,gasoline-powered formula car,and all-electric solar boat.These projects are designed to greatly enhance each student’s classroom experience.The EVP provides students hands-on experience that allows them to apply what they have learned in the classroom to something in real life.The students are responsible for designing and building each project with their team,which also provides them with skills like effective communication,teamwork,project management and more.Each project also has a competition that members of the team normally travel to and are able to compete on an international level.The Mechatronics Engineering program and the EVP at MTSU are both providing truly great opportunities and preparing students well that wish to enter the engineering field after college. 展开更多
关键词 Hands-on LEARNING ENGINEERING mechatronics PROJECT-BASED LEARNING EVP
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The Application of Mechatronics Technology in Mechanical Engineering and Its Developing Direction
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作者 Youwei Zhang 《International Journal of Technology Management》 2013年第3期8-10,共3页
The development of modern science and technology has promoted the overlapping and mutual penetration among different disciplines, which led to the technological innovations in the field of mechanical engineering. The ... The development of modern science and technology has promoted the overlapping and mutual penetration among different disciplines, which led to the technological innovations in the field of mechanical engineering. The mechatronics technology conforms to the law of development of science and technology in today, and combines the mechanical technology and electronic technology together to integrate the logistics, energy flow and information flow. This paper briefly describes the concept of mechatronics and the elements of mechatronics technology, and elaborates on the application of mechatronics technology in three different areas of the Machinery Industry in the form of living examples, finally introduces the future developing direction of mechatronics technology. 展开更多
关键词 mechatronics TECHNOLOGY Mechanical Engineering Application Development
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当代“仓颉”造字——“Mechatronics”
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作者 董达生 《煤炭高教研究》 1997年第2期54-54,共1页
近几年,为了适应当代科技发展需要,及时设置了“机电一体化”专业。而“机电一体化”是机械技术与微电子技术、信息技术相结台的综合性很强的高科技学科,在英文为“Mechatronis”它取自英语Mechanism的前半部和Electronics的后半部... 近几年,为了适应当代科技发展需要,及时设置了“机电一体化”专业。而“机电一体化”是机械技术与微电子技术、信息技术相结台的综合性很强的高科技学科,在英文为“Mechatronis”它取自英语Mechanism的前半部和Electronics的后半部缩合而成,也即是机械学和电子学两种学科的综合。 展开更多
关键词 机电一体化 机械学 电子学 mechatronics 微电子技术
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A comprehensive review of select smart polymeric and gel actuators for soft mechatronics and robotics applications:fundamentals,freeform fabrication,and motion control 被引量:3
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作者 James D.Carrico Tom Tyler Kam K.Leang 《International Journal of Smart and Nano Materials》 SCIE EI 2017年第4期144-213,共70页
Smart polymeric and gel actuators change shape or size in response to stimuli like electricity,heat,or light.These smart polymeric-and gel-based actuators are compliant and well suited for development of soft mechatro... Smart polymeric and gel actuators change shape or size in response to stimuli like electricity,heat,or light.These smart polymeric-and gel-based actuators are compliant and well suited for development of soft mechatronic and robotic devices.This paper provides a thorough review of select smart polymeric and gel actuator materials where an automated and freeform fabrication process,like 3D printing,is exploited to create custom shaped monolithic devices.In particular,the advantages and limitations,examples of applications,manufacturing and fabrication techniques,and methods for actuator control are discussed.Finally,a rigorous comparison and analysis of some of the advantages and limitations,as well as manufacturing processes,for these materials,are presented. 展开更多
关键词 Smart polymeric actuators gel actuators soft mechatronics
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Leveraging Robust Artificial Intelligence for Mechatronic Product Development—A Literature Review
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作者 Alexander Nüßgen René Degen +3 位作者 Marcus Irmer Fabian Richter Cecilia Boström Margot Ruschitzka 《International Journal of Intelligence Science》 2024年第1期1-21,共21页
Mechatronic product development is a complex and multidisciplinary field that encompasses various domains, including, among others, mechanical engineering, electrical engineering, control theory and software engineeri... Mechatronic product development is a complex and multidisciplinary field that encompasses various domains, including, among others, mechanical engineering, electrical engineering, control theory and software engineering. The integration of artificial intelligence technologies is revolutionizing this domain, offering opportunities to enhance design processes, optimize performance, and leverage vast amounts of knowledge. However, human expertise remains essential in contextualizing information, considering trade-offs, and ensuring ethical and societal implications are taken into account. This paper therefore explores the existing literature regarding the application of artificial intelligence as a comprehensive database, decision support system, and modeling tool in mechatronic product development. It analyzes the benefits of artificial intelligence in enabling domain linking, replacing human expert knowledge, improving prediction quality, and enhancing intelligent control systems. For this purpose, a consideration of the V-cycle takes place, a standard in mechatronic product development. Along this, an initial assessment of the AI potential is shown and important categories of AI support are formed. This is followed by an examination of the literature with regard to these aspects. As a result, the integration of artificial intelligence in mechatronic product development opens new possibilities and transforms the way innovative mechatronic systems are conceived, designed, and deployed. However, the approaches are only taking place selectively, and a holistic view of the development processes and the potential for robust and context-sensitive artificial intelligence along them is still needed. 展开更多
关键词 Artificial Intelligence Mechatronic Product Development Knowledge Management Data Analysis Optimization Human Experts Decision-Making Processes V-CYCLE
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Autonomous Robot with Artificial Intelligence for Taking Health Constants
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作者 Ababacar Sadikh Faye Ousmane Sow +4 位作者 Mame Andallah Diop Youssou Traore Jupiter Ndiaye Mamour Gueye Abdoulaye Diop 《Open Journal of Applied Sciences》 2023年第7期963-975,共13页
Health facilities are generally short-staffed and overworked. This has a significant impact on the reliability of the acquisition of health constants required at the start of diagnosis. Manual acquisition and transmis... Health facilities are generally short-staffed and overworked. This has a significant impact on the reliability of the acquisition of health constants required at the start of diagnosis. Manual acquisition and transmission of these constants and other data leads to delays in the execution of successive care-related tasks. What’s more, the quality of service is sometimes compromised by a lack of communication between patients and staff. In pediatrics, this is compounded by the difficulty of diagnosis in the face of children’s silence, intimidated by the hospital environment. Technological assistance would relieve healthcare staff of the need to perform certain repetitive tasks. The solution proposed in this document studies a robot, based on electrical, electronic, computer and artificial intelligence resources, with human-machine interaction for taking vitals and health data in health facilities. This system enables height, mass and temperature to be taken autonomously and without contact. The algorithm we’ve developed uses artificial intelligence to check the conditions for correct measurements, both bareheaded and barefoot. This solution also alerts you to epidemic trends such as obesity. This health data is made available in the healthcare facility on terminals such as tablets, smartphones and computers used by nursing staff. This work will help healthcare staff to take automatic health vitals without contact, and to acquire and circulate data via a computer network. 展开更多
关键词 Health Constants INSTRUMENTATION mechatronics ARDUINO CLOUD AI
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Stand-Alone Patient Reception and Referral System with Health Data Management
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作者 Ababacar Sadikh Faye Ousmane Sow +3 位作者 Mame Andallah Diop Jupiter Ndiaye Youssou Traore Oumar Diallo 《Engineering(科研)》 2023年第10期596-611,共16页
The COVID-19 pandemic has exposed vulnerabilities within our healthcare structures. Healthcare facilities are often faced with staff shortages and work overloads, which can have an impact on the collection of health d... The COVID-19 pandemic has exposed vulnerabilities within our healthcare structures. Healthcare facilities are often faced with staff shortages and work overloads, which can have an impact on the collection of health data and constants essential for early diagnosis. In order to minimize the risk of error and optimize data collection, we have developed a robot incorporating artificial intelligence. This robot has been designed to automate and collect health data and constants in a contactless way, while at the same time verifying the conditions for correct measurements, such as the absence of hats and shoes. Furthermore, this health information needs to be transmitted to services for processing. Thus, this article addresses the aspect of reception and collection of health data and constants through various modules: for taking height, temperature and weight, as well as the module for entering patient identification data. The article also deals with orientation, presenting a module for selecting the patient’s destination department. This data is then routed via a wireless network and an application integrated into the doctors’ tablets. This application will enable efficient queue management by classifying patients according to their order of arrival. The system’s infrastructure is easily deployable, taking advantage of the healthcare facility’s local wireless network, and includes encryption mechanisms to reinforce the security of data circulating over the network. In short, this innovative system will offer an autonomous, contactless method for collecting vital constants such as size, mass, and temperature. What’s more, it will facilitate the flow of data, including identification information, across a network, simplifying the implementation of this solution within healthcare facilities. 展开更多
关键词 Public Health Health Data Wireless Network SECURITY Artificial Intelligence INSTRUMENTATION mechatronics
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机电一体化技术展望 被引量:6
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作者 冯正进 《机电一体化》 1999年第3期43-44,共2页
回顾了机电一体化的发展历史,展望机电一体化技术在21世纪的发展。
关键词 机电一体化 mechatronics 绿色产品
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Joint Motion Control of a Powered Lower Limb Orthosis for Rehabilitation 被引量:7
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作者 Nelson Costa Milan Bezdicek +3 位作者 Michael Brown John O.Gray Darwin G.Caldwell Stephen Hutchins 《International Journal of Automation and computing》 EI 2006年第3期271-281,共11页
Many patients with spinal injures are confined to wheelchairs, leading to a sedentary lifestyle with secondary pathologies and increased dependence on a carer. Increasing evidence has shown that locomotor training red... Many patients with spinal injures are confined to wheelchairs, leading to a sedentary lifestyle with secondary pathologies and increased dependence on a carer. Increasing evidence has shown that locomotor training reduces the incidence of these secondary pathologies, but the physical effort involved in this training is such that there is poor compliance. This paper reports on the design and control of a new "human friendly" orthosis (exoskeleton), powered by high power pneumatic Muscle Actuators (pMAs). The combination of a highly compliant actuation system, with an intelligent embedded control mechanism which senses hip, knee, and ankle positions, velocity, acceleration and force, produces powerful yet inherently safe operation for paraplegic patients. This paper analyzes the motion of ankle, knee, and hip joints under zero loading, and loads which simulate human limb mass, showing that the use of "soft" actuators can provide a smooth user friendly motion. The application of this technology will greatly improve the rehabilitative protocols for paraplegic patients. 展开更多
关键词 EXOSKELETON human-centred robotics Human Adaptive mechatronics pneumatic Muscle Actuators (pMAs) rehabilitation.
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Modelling and Remote Control of an Excavator 被引量:3
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作者 Yang Liu Mohammad Shahidul Hasan Hong-Nian Yu 《International Journal of Automation and computing》 EI 2010年第3期349-358,共10页
This paper presents the results of an on-going project and investigates modelling and remote control issues of an industry excavator. The details of modelling, communication, and control of a remotely controllable exc... This paper presents the results of an on-going project and investigates modelling and remote control issues of an industry excavator. The details of modelling, communication, and control of a remotely controllable excavator are studied. The paper mainly focuses on trajectory tracking control of the excavator base and robust control of the excavator arm. These will provide the fundamental base for our next research step. In addition, extensive simulation results for trajectory tracking of the excavator base and robust control of the excavator arm are given. Finally, conclusions and further work have been identified. 展开更多
关键词 EXCAVATOR remote control mechatronics modelling.
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Active suspension in railway vehicles:a literature survey 被引量:12
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作者 Bin Fu Rocco Libero Giossi +3 位作者 Rickard Persson Sebastian Stichel Stefano Bruni Roger Goodall 《Railway Engineering Science》 2020年第1期3-35,共33页
Since the concept of active suspensions appeared,its large possible benefits has attracted continuous exploration in the field of railway engineering.With new demands of higher speed,better ride comfort and lower main... Since the concept of active suspensions appeared,its large possible benefits has attracted continuous exploration in the field of railway engineering.With new demands of higher speed,better ride comfort and lower maintenance cost for railway vehicles,active suspensions are very promising technologies.Being the starting point of commercial application of active suspensions in rail vehicles,tilting trains have become a great success in some countries.With increased technical maturity of sensors and actuators,active suspension has unprecedented development opportunities.In this work,the basic concepts are summarized with new theories and solutions that have appeared over the last decade.Experimental studies and the implementation status of different active suspension technologies are described as well.Firstly,tilting trains are briefly described.Thereafter,an indepth study for active secondary and primary suspensions is performed.For both topics,after an introductory section an explanation of possible solutions existing in the literature is given.The implementation status is reported.Active secondary suspensions are categorized into active and semi-active suspensions.Primary suspensions are instead divided between acting on solid-axle wheelsets and independently rotating wheels.Lastly,a brief summary and outlook is presented in terms of benefits,research status and challenges.The potential for active suspensions in railway applications is outlined. 展开更多
关键词 ACTIVE SUSPENSION RAILWAY vehicle mechatronics Control ACTIVE PRIMARY SUSPENSION ACTIVE SECONDARY SUSPENSION
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Experimental prototyping of the adhesion braking control system design concept for a mechatronic bogie 被引量:1
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作者 Sundar Shrestha Maksym Spiryagin Qing Wu 《Railway Engineering Science》 2021年第1期15-29,共15页
The dynamic parameters of a roller rig vary as the adhesion level changes.The change in dynamics parameters needs to be analysed to estimate the adhesion level.One of these parameters is noise emanating from wheel–ra... The dynamic parameters of a roller rig vary as the adhesion level changes.The change in dynamics parameters needs to be analysed to estimate the adhesion level.One of these parameters is noise emanating from wheel–rail interaction.Most previous wheel–rail noise analysis has been conducted to mitigate those noises.However,in this paper,the noise is analysed to estimate the adhesion condition at the wheel–rail contact interface in combination with the other methodologies applied for this purpose.The adhesion level changes with changes in operational and environmental factors.To accurately estimate the adhesion level,the influence of those factors is included in this study.The testing and verification of the methodology required an accurate test prototype of the roller rig.In general,such testing and verification involve complex experimental works required by the intricate nature of the adhesion process and the integration of the different subsystems(i.e.controller,traction,braking).To this end,a new reduced-scale roller rig is developed to study the adhesion between wheel and rail roller contact.The various stages involved in the development of such a complex mechatronics system are described in this paper.Furthermore,the proposed brake control system was validated using the test rig under various adhesion conditions.The results indicate that the proposed brake controller has achieved a shorter stopping distance as compared to the conventional brake controller,and the brake control algorithm was able to maintain the operational condition even at the abrupt changes in adhesion condition. 展开更多
关键词 Wheel–rail adhesion condition Brake controlmechatronics scaled bogie test rig Wheel–rail noiseAcoustic analysis
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Modeling and Control for Magnetostrictive Hysteresis
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作者 MAO Jian-qin MAYan-hua 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2006年第B12期146-150,共5页
To deal with the rate-dependent hysteresis presented in a magnetostrictive actuator, a new method of modeling and control is proposed. The relationship between inputs and outputs of the actuator is approximately descr... To deal with the rate-dependent hysteresis presented in a magnetostrictive actuator, a new method of modeling and control is proposed. The relationship between inputs and outputs of the actuator is approximately described by a dynamic differential equation with two rate-dependent coefficients, each expressed as a polynomial of frequency. For a given frequency, the coefficients will be able to be estimated by approximating the experimental data of the outputs of the magnetostrictive actuator. Based on this model, a quasi-PID controller is designed. In the space of the coefficients and frequency, the stable domain of closed loop system with hysteresis is analyzed. The numerical simulation and experiments have born witness to the feasibility of the proposed new method. 展开更多
关键词 mechatronics engineering quasi-PID controller modeling MAGNETOSTRICTIVE HYSTERESIS
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Reconfigurable robot based on modular joint concept
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作者 史士财 Xie Zongwu +6 位作者 Gao Xiaohui Jin Minghe Zhu Yingyuan Ni Fenglei Liu Hong Kraemer Erich Hirzinger Gerd 《High Technology Letters》 EI CAS 2006年第4期337-340,共4页
A reconfigurable modular robot was developed for a free-flying robot project. This robot was composed of 6 same modular joints and one gripper. In order to save space and cost for transporting it into the space, the r... A reconfigurable modular robot was developed for a free-flying robot project. This robot was composed of 6 same modular joints and one gripper. In order to save space and cost for transporting it into the space, the robot should be folded overall and locked. A big central hole in the modular joint was designed for the placement of the cables and plugs in the robot arm, which prevented them from damage of high temperature, radiation in the space environment and the motion of the robot. Multiple sensors were integrated into the fully modular joint, such as joint torque sensor, joint position sensor and temperature sensors, which made the joint more intelligent. A zero gravity experimental system was developed to verify the functions of the robot under zero gravity environment. 展开更多
关键词 space robot MODULAR mechatronics zero gravity
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The application of Baosteel mechanical and electronic products in the metallurgical logistics management
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作者 DAI Xichun~(1)),WU Ruimin~(2)),LIU Liang~(1)),CHEN Liang~(1)) and TENG Liang~(1)) 1) Shanghai Baosight Software Co.,Ltd.,Shanghai 201900,China 2) Research Institute,Baoshan Iron & Steel Co.,Ltd.,Shanghai 201900,China 《Baosteel Technical Research》 CAS 2010年第S1期118-,共1页
This paper elaborates core and related technologies with the theme of the application of Baosteel mechanical and electronic products in metallurgical logistics management.It introduces the model of logistics managemen... This paper elaborates core and related technologies with the theme of the application of Baosteel mechanical and electronic products in metallurgical logistics management.It introduces the model of logistics management in iron and steel enterprise,especially focuses on the vital roles of Mechano - electronic Products in this model.Then it describes sensor detection device and marking & identification equipment, considered as the main methods of logistics tracking in production equipment layer.Consequently logistics tracking is also explained and promoted to logistics management level.We mainly present some technologies about the wireless data transmission and crane positioning system in this section.And some new prospective R&D study results and more comprehensive solutions for mechanical and electrical products from Baosight are also introduced.Finally the significances of metallurgical logistics management are summarized. 展开更多
关键词 mechatronics logistics tracking logistics management
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机电一体化培训和教育中的电子移动学习课件开发(英文)
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作者 GLINIORZ Ralf KASSEL Stephan +1 位作者 SCHMUCKER David SCHUMANN Christian-Andreas 《计算机教育》 2010年第9期97-101,共5页
Knowledge is essential for the competitiveness of individuals as well as organizations.Thus the application of the latest methodologies and technologies are utilized to support knowledge acquisition,warehousing,distri... Knowledge is essential for the competitiveness of individuals as well as organizations.Thus the application of the latest methodologies and technologies are utilized to support knowledge acquisition,warehousing,distribution,and transfer.Means and methods of web 2.0 are useful to support this procedure.Especially,highly complex and very dynamic knowledge domains have to be accessible and applicable in the framework of learning network communities,including the stakeholders of training and education.Mechatronics for example is such an interdisciplinary,dynamic field of research and application.Based on intelligence,software,and hardware it is requiring special approaches for developing a courseware based learning and knowledge transfer environment.After defining the specifics of mechatronics education and postgraduate training in the context of e-education,the concepts of the development and utilization of mechatronic courseware can be deduced from e-learning 2.0 and mobile learning facilities,possibilities,and abilities.Mechatronic courseware will be developed by using authoring software and embedding the material into learning management systems with respect to general methods and rules of modern system and software development.As an example,the courseware is used for vocational training and further education especially in cooperation networks of educational institutions and SME. 展开更多
关键词 E-LEARNING mechatronics M-LEARNING web 2.0 ECOMMERCE
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