首页 > 最新文献

International Conference on Innovative Intelligent Industrial Production and Logistics最新文献

英文 中文
Product Configuration Automation: Digital Transformation Platform and Case Study 产品配置自动化:数字化转型平台与案例研究
A. Smirnov, A. Kashevnik, N. Shilov, N. Teslya, M. Petrov, Mario Sinko, Jens Arneving, Michael Humpf, Thorsten Kolmer
{"title":"Product Configuration Automation: Digital Transformation Platform and Case Study","authors":"A. Smirnov, A. Kashevnik, N. Shilov, N. Teslya, M. Petrov, Mario Sinko, Jens Arneving, Michael Humpf, Thorsten Kolmer","doi":"10.5220/0011524100003329","DOIUrl":"https://doi.org/10.5220/0011524100003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"155 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128665529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determing the Decentrality of Production Processes Due to Analysis of Their Communication Structure 从生产过程的通信结构分析确定生产过程的分散性
H. Theuer
{"title":"Determing the Decentrality of Production Processes Due to Analysis of Their Communication Structure","authors":"H. Theuer","doi":"10.5220/0011526700003329","DOIUrl":"https://doi.org/10.5220/0011526700003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131829988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MLP-Supported Mathematical Optimization of Simulation Models: Investigation into the Approximation of Black Box Functions of Any Simulation Model with MLPs with the Aim of Functional Analysis 基于mlp的仿真模型数学优化:基于泛函分析的mlp仿真模型黑盒函数逼近研究
Bastian Stollfuss, M. Bacher
{"title":"MLP-Supported Mathematical Optimization of Simulation Models: Investigation into the Approximation of Black Box Functions of Any Simulation Model with MLPs with the Aim of Functional Analysis","authors":"Bastian Stollfuss, M. Bacher","doi":"10.5220/0011379800003329","DOIUrl":"https://doi.org/10.5220/0011379800003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129544910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Position Paper: Low-cost Prototyping and Solution Development for Pandemics and Emergencies using Industry 4.0 意见书:利用工业4.0为流行病和紧急情况开发低成本原型和解决方案
Srihari Yamanoor, Narasimha Sai Yamanoor, Satyakanth Thyagaraja
Pandemics, such as the coronavirus pandemic and other large-scale public emergencies, including floods, volcanic explosions, and earthquakes, require strategic responses for smooth function and restart of industry. Creative, robust, low-cost, scalable solutions must be deployed for underserved and socially disadvantaged communities. This effort requires compressing product and process development from requirements engineering to final testing and deployment, service, and repair, in terms of timeframes, budgets, and related resource constraints. Exceptional circumstances, such as the coronavirus pandemic, add additional pressures such as social-distancing requirements. Several development techniques and tools are available for teams to respond rapidly and effectively to evolving needs in a cost and resource-efficient manner. Industry 4.0 principles can be extended to support frugal development, manufacturing, and operations in diverse communities. Efforts such as the Maker Movement and the availability of licensing techniques for open hardware and software development further add to the abilities of teams to enable virtual collaboration, solution development, customization, and deployment. The paper describes two positions, one that Industry 4.0 can aid in frugal solution development for underserved communities, and two that Industry 4.0 can be implemented frugally to aid production and quality among underserved and vulnerable communities.
新冠肺炎大流行等大流行以及洪水、火山爆发、地震等大规模突发公共事件需要战略应对,以确保工业正常运行和重启。必须为服务不足和社会弱势群体部署创新、稳健、低成本、可扩展的解决方案。这项工作需要将产品和过程开发从需求工程压缩到最终的测试和部署、服务和修复,根据时间框架、预算和相关的资源限制。冠状病毒大流行等特殊情况增加了社交距离要求等额外压力。团队可以使用几种开发技术和工具,以成本和资源效率的方式快速有效地响应不断变化的需求。工业4.0原则可以扩展到支持不同社区的节俭开发、制造和运营。诸如Maker运动和开放硬件和软件开发许可技术的可用性等努力进一步增强了团队的能力,使其能够实现虚拟协作、解决方案开发、定制和部署。该论文描述了两种观点,一种是工业4.0可以帮助服务不足的社区节省解决方案的开发,另一种是工业4.0可以节俭地实施,以帮助服务不足和弱势社区的生产和质量。
{"title":"Position Paper: Low-cost Prototyping and Solution Development for Pandemics and Emergencies using Industry 4.0","authors":"Srihari Yamanoor, Narasimha Sai Yamanoor, Satyakanth Thyagaraja","doi":"10.5220/0010147001010108","DOIUrl":"https://doi.org/10.5220/0010147001010108","url":null,"abstract":"Pandemics, such as the coronavirus pandemic and other large-scale public emergencies, including floods, volcanic explosions, and earthquakes, require strategic responses for smooth function and restart of industry. Creative, robust, low-cost, scalable solutions must be deployed for underserved and socially disadvantaged communities. This effort requires compressing product and process development from requirements engineering to final testing and deployment, service, and repair, in terms of timeframes, budgets, and related resource constraints. Exceptional circumstances, such as the coronavirus pandemic, add additional pressures such as social-distancing requirements. Several development techniques and tools are available for teams to respond rapidly and effectively to evolving needs in a cost and resource-efficient manner. Industry 4.0 principles can be extended to support frugal development, manufacturing, and operations in diverse communities. Efforts such as the Maker Movement and the availability of licensing techniques for open hardware and software development further add to the abilities of teams to enable virtual collaboration, solution development, customization, and deployment. The paper describes two positions, one that Industry 4.0 can aid in frugal solution development for underserved communities, and two that Industry 4.0 can be implemented frugally to aid production and quality among underserved and vulnerable communities.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116619461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Time to Change: Considering the 4th Industrial Revolution from Three Sustainability Perspectives 是时候改变了:从三个可持续发展的角度考虑第四次工业革命
André Ullrich, N. Gronau
Industry 4.0 leads to a radical change that is progressing incrementally. The new information and communication technologies provide many conceivable opportunities for their application in the context of sustainable corporate management. The combination of new digital technologies with the ecological and social goals of companies offers a multitude of unimagined potentials and challenges. Although companies already see the need for action, there was in the past and currently still is a lack of concrete measures that lever the potential of Industry 4.0 for sustainability management. During the course of this position paper we develop six theses (two from each sustainability perspective) against the background of the current situation in research and practice, and policy.
工业4.0带来了一场渐进式的巨变。新的信息和通信技术为它们在可持续公司管理方面的应用提供了许多可以想象的机会。新的数字技术与企业的生态和社会目标相结合,提供了许多难以想象的潜力和挑战。虽然企业已经看到了采取行动的必要性,但过去和现在仍然缺乏具体措施来利用工业4.0的可持续性管理潜力。在这篇立场文件的过程中,我们针对研究、实践和政策的现状发展了六篇论文(每个可持续发展观点两篇)。
{"title":"Time to Change: Considering the 4th Industrial Revolution from Three Sustainability Perspectives","authors":"André Ullrich, N. Gronau","doi":"10.5220/0010148601090116","DOIUrl":"https://doi.org/10.5220/0010148601090116","url":null,"abstract":"Industry 4.0 leads to a radical change that is progressing incrementally. The new information and communication technologies provide many conceivable opportunities for their application in the context of sustainable corporate management. The combination of new digital technologies with the ecological and social goals of companies offers a multitude of unimagined potentials and challenges. Although companies already see the need for action, there was in the past and currently still is a lack of concrete measures that lever the potential of Industry 4.0 for sustainability management. During the course of this position paper we develop six theses (two from each sustainability perspective) against the background of the current situation in research and practice, and policy.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115871126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enterprise Integration and Interoperability Improving Business Analytics 企业集成和互操作性改进业务分析
G. Weichhart
: In applied research and industrial business analytics (BA) projects data preparation requires around 80% of the total effort. Preparation tasks include establishing technical, semantic interoperability of data and processes to generate value. Enterprise Integration and Interoperability (EI2) approaches address these challenges, but these approaches are hardly taken into account in business analytics. In this position paper, we analyse approaches for their contribution to improving business analytics by supporting the interoperability of data, services, processes and business in general. For more details, we focus on the application domain of smart grids. Existing and missing tool and methodological support as a basis for data-access required for efficient and effective descriptive, predictive and prescriptive business analytics.
在应用研究和工业商业分析(BA)项目中,数据准备约占总工作量的80%。准备任务包括建立数据和流程的技术、语义互操作性,以产生价值。企业集成和互操作性(EI2)方法解决了这些挑战,但是这些方法在业务分析中很少被考虑。在这篇意见书中,我们通过支持数据、服务、流程和业务的互操作性来分析它们对改进业务分析的贡献。详细介绍了智能电网的应用领域。作为高效和有效的描述性、预测性和规范性业务分析所需的数据访问基础的现有和缺少的工具和方法支持。
{"title":"Enterprise Integration and Interoperability Improving Business Analytics","authors":"G. Weichhart","doi":"10.5220/0010761600003062","DOIUrl":"https://doi.org/10.5220/0010761600003062","url":null,"abstract":": In applied research and industrial business analytics (BA) projects data preparation requires around 80% of the total effort. Preparation tasks include establishing technical, semantic interoperability of data and processes to generate value. Enterprise Integration and Interoperability (EI2) approaches address these challenges, but these approaches are hardly taken into account in business analytics. In this position paper, we analyse approaches for their contribution to improving business analytics by supporting the interoperability of data, services, processes and business in general. For more details, we focus on the application domain of smart grids. Existing and missing tool and methodological support as a basis for data-access required for efficient and effective descriptive, predictive and prescriptive business analytics.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115672585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Impacts of Industry 4.0 Technologies on Supply Chain Resilience 工业4.0技术对供应链弹性的影响
Saeed Albeetar, C. Semeraro, G. Massari
{"title":"Impacts of Industry 4.0 Technologies on Supply Chain Resilience","authors":"Saeed Albeetar, C. Semeraro, G. Massari","doi":"10.5220/0011588700003329","DOIUrl":"https://doi.org/10.5220/0011588700003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126608100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
General Architecture Framework and General Modelling Framework: Interoperability of Enterprise Architecture 通用架构框架和通用建模框架:企业架构的互操作性
Qing Li, Zhixiong Fang, Bo Liang
{"title":"General Architecture Framework and General Modelling Framework: Interoperability of Enterprise Architecture","authors":"Qing Li, Zhixiong Fang, Bo Liang","doi":"10.1007/978-3-031-37228-5_9","DOIUrl":"https://doi.org/10.1007/978-3-031-37228-5_9","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130931927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards a Family of Digital Model/Shadow/Twin Workflows and Architectures 迈向数字模型/影子/双工作流和架构家族
Randy Paredis, C. Gomes, H. Vangheluwe
: Digital Twins (DTs) can be used for optimization, analysis and adaptation of complex engineered systems, in particular after these systems have been deployed. DTs make full use of both historical knowledge and of streaming data from sensors. DTs have been given numerous (distinct) definitions and descriptions in the literature. There is no consensus on terminology, nor a comprehensive description of workflows nor architectures. Following Multi-Paradigm Modelling principles, this paper proposes to explicitly model construction and use workflows of DTs as well as their architectures. We apply the concepts of variability (also known as product family) modeling, in particular to DT workflow and architecture. This allows for the de-/re-construction of the different DT variants in a principled, reproducible and partially automatable manner. To illustrate our ideas, two small use cases are discussed: a line-following robot (representative for an Automated Guided Vehicle) and an incubator (representative for an Industrial Convection Oven). The use cases focus on important systems in an industrial context.
数字孪生(DTs)可用于优化、分析和适应复杂的工程系统,特别是在这些系统已经部署之后。DTs充分利用了历史知识和来自传感器的流数据。在文献中已经给出了许多(不同的)定义和描述。在术语上没有达成一致,也没有对工作流和体系结构的全面描述。遵循多范式建模原则,本文建议明确地建模构建和使用dt及其体系结构的工作流。我们将可变性(也称为产品族)建模的概念应用到DT工作流和体系结构中。这允许以一种原则性的、可重复的和部分自动化的方式对不同的DT变体进行解构/重建。为了说明我们的想法,我们讨论了两个小的用例:一个随行机器人(代表自动引导车辆)和一个培养箱(代表工业对流炉)。用例关注工业环境中的重要系统。
{"title":"Towards a Family of Digital Model/Shadow/Twin Workflows and Architectures","authors":"Randy Paredis, C. Gomes, H. Vangheluwe","doi":"10.5220/0010717600003062","DOIUrl":"https://doi.org/10.5220/0010717600003062","url":null,"abstract":": Digital Twins (DTs) can be used for optimization, analysis and adaptation of complex engineered systems, in particular after these systems have been deployed. DTs make full use of both historical knowledge and of streaming data from sensors. DTs have been given numerous (distinct) definitions and descriptions in the literature. There is no consensus on terminology, nor a comprehensive description of workflows nor architectures. Following Multi-Paradigm Modelling principles, this paper proposes to explicitly model construction and use workflows of DTs as well as their architectures. We apply the concepts of variability (also known as product family) modeling, in particular to DT workflow and architecture. This allows for the de-/re-construction of the different DT variants in a principled, reproducible and partially automatable manner. To illustrate our ideas, two small use cases are discussed: a line-following robot (representative for an Automated Guided Vehicle) and an incubator (representative for an Industrial Convection Oven). The use cases focus on important systems in an industrial context.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"333 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133730039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Industrial Controls and Asset Administration Shells: An Approach to the Synchronization of Plant Segments 工业控制和资产管理外壳:工厂段同步的一种方法
S. Schäfer, Dirk Schöttke, T. Kämpfe, O. Lachmann, Aaron Zielstorff, Bernd Tauber
{"title":"Industrial Controls and Asset Administration Shells: An Approach to the Synchronization of Plant Segments","authors":"S. Schäfer, Dirk Schöttke, T. Kämpfe, O. Lachmann, Aaron Zielstorff, Bernd Tauber","doi":"10.5220/0011527200003329","DOIUrl":"https://doi.org/10.5220/0011527200003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"210 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114993943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Conference on Innovative Intelligent Industrial Production and Logistics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1