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《先进制造信息参考》第43期


2019/3/13 14:09:07

工业4.0与智能制造

类型:期刊

标题:Utilizing Big Data in Industry 4.0: Managing Competitive Advantages and Business Ethics

参考译名:工业4.0中大数据的利用:管理竞争优势和商业道德

简介:Industry 4.0 has arisen from an advancement of information and data technology. Thus, data has becomes valuable knowledge that can be organized, managed, and utilized to enhance productivity performance and further innovation in order to gain more competitive advantages for organizations. Technologies—among others, big data techniques such as machine learning, data mining, crowdsourcing, and time-frequency analysis, etc.—have been invented to draw useful information that helps organizations gain valuable insights into past and current market behavior in order to predict its future needs and direction by producing innovative business models, projects, products, or services. Harnessing big data in the private and public sectors produces enormous benefits. The utilization of big data has been used to reduce production cost and working capital and to further increase productivity, improve quality, and generate more business revenues for both sectors. As a result, information is more usable and accessible for both service providers and customers, and therefore, resulting in value creation and competitive advantages. However, some challenges on managing data and information are existed, mainly regarding privacy protection and data security. Collecting, managing, and utilizing the data can be a problem if not performed with the proper mechanism and authorization. Data Protection, Privacy, & Security Competition around new business models should be designed to enable data utilization to enhance industrial applications that are beneficial for end users. Companies bear a high degree of responsibility, including data confidentiality protection. Data privacy breakdowns and the use of private information for inappropriate and harmful purposes can be destructive for business reputations. Blown away by digital world freedom, people have detailed their personal data, interests, even obsessions on social media platforms, generating a river of data that can be collected and harnessed for advertising or other means. We live in a world full of tangible and intangible data, where some people may gain benefits from others’ personal information with few constraints and almost no supervision. Furthermore, some individuals or organizations have taken advantage of social and digital platforms to deceive, mislead, or harm others by creating or disseminating fake news and disinformation. Thus, with such economic value, data is now too valuable to go unregulated. For example, the current scandal involving Cambridge Analytica exposes how we need a better data-protection system. Well aware of this situation, the European Union has exhibited a fast breakthrough response toward the rising threat of data misuse through the issuance of the General Data Protection Regulation that will enter into force next month. Businesses that neglect to consider and implement privacy requirements and data protection will be subject to enforcement actions. As a result, failure to comply with the regulation is subject to a fine up to either 4% of an organization’s global turnover or EUR 20 million for noncompliance. Furthermore, utilizing algorithms and crowdsourcing technologies, strengthening online accountability, and performing peer-to-peer review as well as improving public digital literacy can be optimized to mitigate data misuse and disinformation. The organizations must set up their own governance systems to ensure adherence of data protection toward the highest level of integrity and business ethics. Data privacy policies should be integrated into mainstream business; thus, all protected data must correctly be identified, handled, transmitted, and utilized.

来源:【刊名】:International Journal of TechnologyISSN】:2086-9614EISSN】:2087-2100【语种】:eng【出版信息】:2018 Vol.9 No.3

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35171

 

类型:期刊

标题:Lean 4.0-A conceptual conjunction of lean management and Industry 4.0

参考译名:精益4.0-精益管理和工业4.0的概念结合

简介:Applying lean can boost a firm’s performance significantly by focusing on value-adding activities. Additionally, Industry 4.0 is regarded as another promising trend in industry. Combining these developments resulted in terms like "lean 4.0". However, the existing literature lacks a comprehensive and detailed conjunction of both paradigms. This paper builds upon this research gap with a twofold aim: Firstly, the target is to build upon existing groundwork to conclude whether lean management and Industry 4.0 can complement each other. Secondly, this work considers how Industry 4.0 can support specific lean methods. This is exemplified by an electric drives production use case.

来源:【刊名】:Procedia CIRPISSN】:2212-8271【语种】:eng【出版信息】:2018 Vol.72

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35177

 

类型:期刊

标题:The Position of Industry 4.0 in the Worldwide Logistics Chains

参考译名:工业4.0在全球物流链中的地位

简介:Optimisation and stimulation of production, digital business, the fourth industrial revolution - this is how the current global economy is perceived. Continuous development of new information and communication technologies, economic globalisation, integration of financial markets, growing pressure on boosting higher added value, just as well as the ever- increasing differentiation of demand schemes became a challenge for the global economy. The article elaborates on the implementation of Industry 4.0 in the logistics, logistic chains as well as use of the Industry 4.0 in logistics. The article includes a new definition of logistics due to the Industry 4.0, which extends the basic production factors by a new term - ?information“.

来源:【刊名】:LOGI Scientific Journal on Transport and Logistics【语种】:eng【出版信息】:2018 Vol.9 No.1

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35172

 

类型:期刊

标题:Business model innovation through Industry 4.0: A review

参考译名:工业4.0下的商业模式创新:综述

简介:The following article presents a brief literature review conducted to extend our knowledge about how Industry 4.0 affects business models and to identify business model innovations derived in consequence. Based on the results, a set of features, issues and requirements have been identified and three different approaches has been suggested to make firms getting closer to the industry 4.0 phenomenon such as service orientation, networked ecosystems and customer orientation. Furthermore, the impacts on the creation, delivery, and capture of value through the reconfiguration of Business Models due to embracing the Industry 4.0 are depicted. As a result, four different ways to innovate the business models based on different degrees of innovation are proposed to embrace the digitalization. Those paths goes from optimizing internal and external processes or improving customer relationship to creating new value networks or smart products and services through disruptive business models.

来源:【刊名】:Procedia ManufacturingEISSN】:2351-9789【语种】:eng【出版信息】:2018 Vol.22

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35173

 

类型:期刊

标题:Intelligent Manufacturing in the Context of Industry 4.0: A Review

参考译名:工业4.0背景下的智能制造:综述

简介:Our next generation of industry—Industry 4.0—holds the promise of increased flexibility in manufacturing,along with mass customization, better quality, and improved productivity. It thus enables companies to copewith the challenges of producing increasingly individualized products with a short lead-time to market andhigher quality. Intelligent manufacturing plays an important role in Industry 4.0. Typical resources are convertedinto 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 providesa 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 highlightedbased on our analysis. We also review key technologies such as the IoT, cyber-physical systems (CPSs), cloudcomputing, big data analytics (BDA), and information and communications technology (ICT) that are usedto enable intelligent manufacturing. Next, we describe worldwide movements in intelligent manufacturing,including governmental strategic plans from different countries and strategic plans from major internationalcompanies in the European Union, United States, Japan, and China. Finally, we present current challengesand future research directions. The concepts discussed in this paper will spark new ideas in the effort torealize the much-anticipated Fourth Industrial Revolution.

来源: Engineering 3 (2017) 616–630

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35174

 

类型:期刊

标题:What does Industry 4.0 mean to Supply Chain?

参考译名:工业4.0对供应链意味着什么?

简介:The term ‘Industry 4.0’ was coined to mark the fourth industrial revolution, a new paradigm enabled by the introduction of the Internet of Things (IoT) into the production and manufacturing environment. The vision of Industry 4.0 emphasizes the global networks of machines in a smart factory setting capable of autonomously exchanging information and controlling each other. This cyber-physical system allows the smart factory to operate autonomously. For instance, a machine will know the manufacturing process that needs to be applied to a product, what variation to be made to that product etc., so that the product can be uniquely identifiable as an active entity whose configuration and route in the production line is unique. As the collaboration between suppliers, manufacturers and customers is crucial to increase the transparency of all the steps from when the order is dispatched until the end of the life cycle of the product, it is therefore necessary to analyze the impact of Industry 4.0 on the supply chain as a whole.

来源: Procedia ManufacturingVolume 13, 2017, Pages 1175-1182

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35175

 

类型:资讯

标题:Hidden figures: is critical alarm management fuelling a productivity gap in UK manufacturing?

参考译名:关键时刻的预警管理能力是否能加速英国制造业生产率的差距

简介:New year marks the start of the Oscars season, so what better time to review the blockbuster dramas shaping UK industry. The Favourite? Productivity. Weak productivity has long been an Inconvenient Truth for British business, with data consistently showing that UK output lags behind many advanced economies. The government’s Industrial Strategy outlines clear goals to boost productivity, urging companies to take advantage of ground-breaking technological advances to drive improvements.  Those advances are fuelling a ubiquitous focus on digital transformation as the so-called ‘fourth industrial revolution’ steals the Spotlight. ‘Industry 4.0’ – characterised by new technologies that enable automation, data exchange and machine-to-machine communication – is billed as the answer to manufacturing’s productivity challenge. The potential opportunities are great. But as industry ponders headline innovation like Artificial Intelligence and IoT, some companies might be missing a trick. Affordable, everyday technology that automates processes to stimulate rapid productivity gains is, in some organisations, being overlooked. It’s time to seek Atonement.

来源:Global Manufacturing  2019/01/26

链接:https://www.manufacturingglobal.com/lean-manufacturing/hidden-figures-critical-alarm-management-fuelling-productivity-gap-uk

 

类型:资讯

标题:The Role of Embedded Vision in the Future of Manufacturing and Automation

参考译名:嵌入式视觉在未来制造和自动化中的作用

简介:Embedded vision combines image capture and processing abilities into one vision system, which is typically embedded in a larger system with a broader focus. While it’s a relatively new technology, embedded vision will play a major role in the progression of automation in manufacturing for years to come.The manufacturing sector as a whole is moving towards greater and greater levels of automation as they strive for higher levels of productivity, safety, and low-cost production. Automation technologies have been a reliable source of efficiency for manufacturers – as this technology advances, embedded vision systems will become increasingly common.

来源:Vision Online 02/19/2019

链接:https://www.visiononline.org/blog-article.cfm/The-Role-of-Embedded-Vision-in-the-Future-of-Manufacturing-and-Automation/142?utm_source=Informz&utm_medium=Email&utm_campaign=visiononline&_zs=CTN3K1&_zl=mNQu4

 

类型:资讯

标题:Exploiting Big Data and analytics to improve productivity in manufacturing

参考译名:利用大数据和分析技术提高制造业生产率

简介:Lean and continuous improvement methodologies have successfully driven increases in factory performance over the last 30 years. By applying lean tools and techniques and empowering the shop floor we have seen real improvements in manufacturing performance. However, with the rise of the connected and integrated shop floor we are now seeing a new revolution in factory productivity. Data is at the centre of that improvement, with our work with a range of companies in life sciences, automotive and consumer goods, showing that effective use of data can bring 10-15% improvements in productivity.

来源:全球制造业杂志  2019/02/22

链接:https://www.manufacturingglobal.com/technology/exploiting-big-data-and-analytics-improve-productivity-manufacturing

 

数字化设计与制造

类型:咨询报告

标题:Skills for smart industrial specialisation and digital transformation

参考译名:智能产业的专业化与数字化转型的能力

简介:On behalf of the European Commission (the Directorate General for Internal Market, Industry, Entrepreneurship and SMEs), the Executive Agency for Small and Medium-sized Enterprises (EASME) has launched a two-year project aimed at developing a common vision towards 2030 and supporting actions in the form of a toolbox boosting high-tech skills development for smart industrial specialisation and digital transformation. Professionals with high-tech skills have the potential to serve the growing needs created by smart industrial specialisation and digital transformation and to offer a solid foundation for tomorrow’s worker. This ‘Interim Report’ provides the state of play in the EU with regard to the presence of policies, initiatives and strategies in support of smart industrial specialisation and digital transformation at city, regional and national levels, as well as those aiming to foster the development of high-tech skills and future professionals. The competitiveness of industry is highly dependent on the knowledge, skills, competencies and creativity of its workforce. It is widely recognised in industry that potential shortages and gaps in skills development, combined with mismatches between labour supply and demand, directly harm job creation. The Fourth Industrial Revolution brings major disruption to the scale at which upskilling and reskilling efforts currently take place, and is therefore likely to widen these potential gaps. Moreover, it is likely that advanced economies characterised by large consumer markets, such as the European Union (EU), will be confronted with the highest skills mismatches.

来源:欧盟 201811

链接: http://pan.ckcest.cn/rcservice//doc?doc_id=33636

 

类型:会议

标题:Manufacturing Optimization Based on Agile Manufacturing and Big Data

参考译名:基于敏捷制造和大数据的制造优化

简介:This paper investigates Agile Manufacturing (AM) supported by Big Data for manufacturing optimization. The paper aims to identify the limitations of current manufacturing approaches such as just in time (JIT) and lean manufacturing and to map a process based on these limitations. The process works through a process re-engineering (PR) by eliminating and redesigning the steps that affect productions. The process will identify the key enablers that will assist in the design of an effective AM framework for process optimization. The paper also discusses the integration of Big Data (BD) as a major source of information to the manufacturing input. It will try to identify the extent the BD can be useful in manufacturing optimization. In the process, it will look at a specific kind of data like machine sensor data, Enterprise data, social network and website data and design a framework to bring all the information together for us in the manufacturing process. The paper will analyse and design an integration process framework of AM and BD as a new approach to manufacturing for optimal production.

来源:《Advances in Manufacturing Technology XXXI: Proceedings of the 15th International Conference on Manufacturing Research, Incorporating the 32nd National Conference on Manufacturing Research, September 5-7, 2017, University of Greenwich, UK》年:2017,ISBN9781614997917

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=33625

 

类型:期刊

标题:Systematic review of research relating to heavy-duty machine tool foundation systems

参考译名:重型机床基础系统研究的系统综述

简介:The quality of heavy-duty machine tool foundations can drastically affect the operating life and working precision of the tool, and the high cost of manufacture has drawn a lot of attention. This article summarized the research status of the relevant literature on the characteristics, vibration isolation, foundation optimization, and quality inspection of heavy-duty machine tool-foundation system, induced the influencing laws of the influencing factors of the system, reviewed the highlights and achievements in the research of heavy machine tool-foundation system at present, and put forward some problems and development directions existing in the research of heavy machine tool-foundation system. It lays a foundation for realizing the judgment of the concrete foundation quality and improving the processing precision and the maintenance of the heavy machine tool.

来源:【刊名】:Advances in Mechanical EngineeringISSN】:1687-8132【语种】:eng

【出版信息】:Volume: 11 issue: 1

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=34854

 

 汽车工程

类型:咨询报告

标题:Special report: The future of mobility in Germany--- Automotive World explores the evolution of mobility in Germany

参考译名:德国汽车产业的发展与未来

简介:Germany’s automakers are investing heavily to remain relevant in a new paradigm shaped by connected, shared, electric and eventually autonomous vehicle technology. The German automotive industry trade body, VDA, believes its members have initiated a fundamental transformation in products, technologies and services. However, recent surveys suggest a more cautious approach to mobility among the country’s citizens. This exclusive Automotive World presents a number of stakeholder perspectives on the evolution of transportation in Germany.

来源:汽车世界AW 2019218

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35159

 

类型:标准

标题:Taxonomy and Definitions for Terms Related to On-Road Motor Vehicle Automated Driving System

参考译名:SAE发布自动驾驶汽车“驾驶自动化等级”可视化图表更新版

简介:SAE International发布了一份新的J3016 ?“驾驶自动化等级”标准可视化图表,该标准定义了从汽车从无自动化到全自动化的六个级别的驾驶等级。新图表列出了经常被行业及媒体引用的相关术语,并提供了“消费者友好”通俗易懂的定义,通过该图表大众消费者可以一目了然地了解不同自动化驾驶汽车等级之间的区别。SAE J3016?《道路机动车自动驾驶系统相关术语分类和定义》的发布,旨在加快提供初始监管框架和最佳实践,为制造商和其他企业在高度自动化车辆(HAV)的安全设计、开发、测试和部署提供指导。SAE J3016标准已经被美国交通运输部(DoT)“联邦自动驾驶汽车政策”采用的同时,自动驾驶汽车技术的其他利益相关者均参考了该份文件,该文件事实上的已经成为全球标准。

来源:SAE 2018-12-19

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35176

 

3D打印、增材制造、生物制造

类型:资讯

标题:Breakthrough - Mobile bedside 3D bioprinter can print skin to heal wounds

参考译名:突破 - 移动式床边3D生物打印机可以打印皮肤来治愈伤口

简介:In a breakthrough, Wake Forest Institute for Regenerative Medicine (WFIRM) scientists have created a mobile skin 3D bioprinting system that allows bi-layered skin to be printed directly into a wound. The team, which published their findings in Scientific Reports on Feb. 12, discovered that this type of treatment, which would use a patient’s own cells to “print” new skin, helping in the healing of large wounds or burns. Better yet, it is mobile which means it can be wheeled right to the bedside to treat wounds.

来源:Mar 1, 2019  www.3ders.org

链接:http://www.3ders.org/articles/20190301-breakthrough--mobile-bedside-3d-bioprinter-can-print-skin-to-heal-wounds.html

 

类型:资讯

标题:LLNL creates multibeam metal 3D printer to understand laser-material interactions

参考译名:劳伦斯利弗莫尔国家实验室(LLNL)创建多光束金属3D打印机以了解激光材料的相互作用

简介:Lawrence Livermore National Laboratory (LLNL) scientists and engineers are working alongside GE Global Research to create a research-grade, open-architecture multibeam metal 3D printer and are developing advanced diagnostics to understand the mechanics behind the multibeam process under a project funded by the Air Force Research Laboratory.

来源:Mar 1, 2019  www.3ders.org

链接:http://www.3ders.org/articles/20190301-llnl-creates-multibeam-metal-3d-printer-to-understand-laser-material-interactions.html

 

类型:期刊

标题:Smart materials in additive manufacturing: state of the art and trends

参考译名:增材制造中智能材料的最新技术和发展趋势

简介:Additive Manufacturing or 3D Printing has a great potential to develop significant advances in materials, printers' technology, and processes. Thus, the layer by layer manufacturing has existed for three decades and new developments recently appeared in smart materials. Laboratories discovered ways to design and manufacture advanced structured materials and responsive materials used in multi-functional and high-performance products. The current research and development efforts will have an impact on the traditional design and manufacturing process. 4D Printing announces a major modification in the product design and manufacturing process from static structures to dynamic structures like Shape Memory Material (SMM) with integrated functionalities. This article presents a review of smart materials based on a classification of advanced structured materials and responsive materials before beginning a description of current applications. The use of multi-materials and the study of predictive models to simulate the responsive materials behaviour accelerate the smart materials development.

来源:刊名《Virtual and Physical Prototyping》 年:2019,14(1) 118 ISSN1745-2759

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35158

 

综合情报

类型:资讯

标题:IndustryWeek reveals North America’s best manufacturing facilities

参考译名:工业周刊“最佳工厂奖”最新揭示美国最佳制造业设施

简介:Leading manufacturing publication, IndustryWeek has revealed the best manufacturing facilities across North America. In its 29th year, The Best Plants Awards programme seeks to recognise those who are utilising cutting edge technologies, increased competitiveness, rewarding environemnts and guaranteed customer satisfaction. Additionally, a further goal of the list is to encourage other manufacturing managers and work teams to emulate the honourees by adopting world-class practices, technologies, and improvement strategies. We take a look at the six plants recognised for going above and beyond within the manufacturing sector.

来源:全球制造业杂志  2019/02/28

链接:https://www.manufacturingglobal.com/people-and-skills/industryweek-reveals-north-americas-best-manufacturing-facilities

 

类型:咨询报告

标题:February 2019 Manufacturing Business Outlook Survey

参考译名:20192月美国制造业展望

简介:Manufacturing conditions in the region weakened this month, according to firms responding to the February Manufacturing Business Outlook Survey. The indicators for general activity, new orders, and shipments fell into negative territory, but the indicator for employment remained positive. Input prices also moderated notably this month. The survey’s indexes for future conditions were mostly steady, with firms remaining generally optimistic about growth over the next six months.

来源:美联储  2019/02/22

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35157

 

类型:资讯

标题:制约氢能产业发展的两大基础问题

简介:2019212日,燃料电池和氢能联合组织(FCH JU)发布了“欧洲氢能路线图:欧洲能源转型的可持续发展途径”,预计2050年欧洲氢能产业达8200亿欧元。氢燃料电池汽车具有零排放、能源转化效率高、加气快、瞬时加速度大等诸多优点,有望成为氢能产业的风口。然而,氢能产业商业进程中,除燃料电池技术外,还面临氢气制备、运输和存储等基础问题。

来源: 赛迪智库

链接:https://www.huanbao-world.com/green/clean/85715.html

 

类型:资讯

标题:新能源车型占主导 2019日内瓦车展新车前瞻

简介:众所周知,即将于3月份开幕的日内瓦车展素有“国际汽车潮流风向标”之美誉,是各大汽车厂商推出重磅产品的重要平台。而诸多车企在本届车展上也同样带来了旗下的重磅新车,无论是马自达全新SUV、全新宝马1系、海外版斯柯达KAMIQ等全新车型,还是新款捷豹XE、新款Passat家族等改款车型都吸引了众多消费者的目光。此外,新能源车型在本届车展中也占据了主导地位,北汽新能源ARCFOX-7量产版、奥迪Q4 e-tron概念车、本田e Prototype等也展示了未来市场的发展方向。那么,接下来我们就带您提前了解下本届日内瓦车展的重磅新车。

来源: 搜狐汽车

链接:https://www.sohu.com/a/298827243_430526

 

宇航空间结构、特种机器人

类型:期刊

标题:A New Buffer in Impact Reduction for Aerospace Applications

参考译名:航空航天应用中的一种新型缓冲装置

简介:Abstract The aim of this paper is to introduce a new buffering mechanism in impact reduction during assembly process of two space vehicles. Probe-cone mechanism, due to its computational easiness, is employed to study impact interaction between multibody systems. The proposed buffer with a compact structure includes a probe equipped with axial and torsional flexibilities during impact condition. Since all constraints in the problem are holonomic, the unconstrained form of Lagrangian approach will be used to derive the system’s equations of motion. The Lankarani-Nikravesh contact force model, because of its advantages in multibody systems, is applied to investigate dynamic behavior of vehicles during impact-contact event. A key factor in capture process of two vehicles is to determine the proper parameters of buffer. To do this, a strategy will be introduced to evaluate the coefficients of buffer. First, the theoretical model is solved and the obtained results are verified by those recently reported for special case related to impact analysis of two space vehicles carrying flexible probe. Second, the entire capture process will be built in MATLAB/Simulink’s SimMechanics multibody software to ascertain the correctness of theoretical model. Then, a simple ground-based experimental setup will be established to only prove the effectiveness of the proposed capturing system. The obtained results indicate that the proposed buffer leads to considerably reduce the peak value of impact force, to remarkably increase total contact time and to successfully perform capture process.

来源:【刊名】:Latin American Journal of Solids and StructuresISSN】:1679-7825EISSN】:1679-7825【语种】:por【出版信息】:2018 Vol.15 No.5

链接:http://www.scielo.br/scielo.php?script=sci_abstract&pid=S1679-78252018000500500&lng=pt&nrm=iso&tlng=en

 

动力系统、燃气轮机

类型:期刊

标题:Hybrid sequential fault estimation for multi-mode diagnosis of gas turbine engines

参考译名: 燃气轮机多模式故障诊断的混合时序故障估计

简介:Health condition monitoring of Gas Turbine Engine (GTE) components is key for predictive maintenance planning. The task is challenging, as the gas-path components are mostly inaccessible for direct measurements, while at the same time hidden incipient faults must be diagnosed using the available measurements. The presence of multiple faults with similar symptoms adds to the complexity of the diagnostic process. In previous research work, a data-driven multi-mode fault parameter estimation scheme was introduced for real-time multimode diagnosis of GTEs under diverse operating conditions and fault scenarios. In this work, a hybrid diagnostic framework is developed that fuses the results from a measurement-based fault parameter estimation strategy together with a fault propagation model. The hybrid framework uses a novel particle filter (PF) structure with redundant measurements that facilitates updating the particle weights while reducing the dimensionality of the measurement likelihood. Applying the developed framework on GTE gas-path data with four different gradually worsening faults, the results show the diagnostic accuracy increases up to ten times, compared to the previously developed fault parameter estimation scheme. (C) 2018 Elsevier Ltd. All rights reserved.

来源:刊名《Mechanical Systems & Signal Processing》年:2019,115 255268 ISSN0888-3270

链接:http://pan.ckcest.cn/rcservice//doc?doc_id=35160