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Smart and Sustainable Manufacturing Systems最新文献

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Visualization and Explainable Machine Learning for Efficient Manufacturing and System Operations 可视化和可解释的机器学习用于高效制造和系统操作
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190029
D. Le, Vung V. Pham, Huyen N. Nguyen, Tommy Dang
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引用次数: 18
Development of a Digital Architecture for Distributed CNC Machine Health Monitoring 分布式数控机床健康监测数字体系结构的开发
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190038
Dan Newman, Mahmoud Parto, K. Saleeby, T. Kurfess, A. Dugenske
{"title":"Development of a Digital Architecture for Distributed CNC Machine Health Monitoring","authors":"Dan Newman, Mahmoud Parto, K. Saleeby, T. Kurfess, A. Dugenske","doi":"10.1520/ssms20190038","DOIUrl":"https://doi.org/10.1520/ssms20190038","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"71 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90490641","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
Intelligent Fault Diagnosis for Rotating Machines Using Deep Learning 基于深度学习的旋转机械智能故障诊断
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190023
Jorge Chuya Sumba, Israel Ruiz Quinde, Luis Escajeda Ochoa, J. C. T. Martínez, Antonio Vallejo Guevara, R. Morales-Menéndez
{"title":"Intelligent Fault Diagnosis for Rotating Machines Using Deep Learning","authors":"Jorge Chuya Sumba, Israel Ruiz Quinde, Luis Escajeda Ochoa, J. C. T. Martínez, Antonio Vallejo Guevara, R. Morales-Menéndez","doi":"10.1520/ssms20190023","DOIUrl":"https://doi.org/10.1520/ssms20190023","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"174 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79679065","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
A Reference Model for Evolving Digital Twins and Its Application to Cases in the Manufacturing Floor 演进数字孪生的参考模型及其在生产车间案例中的应用
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190049
H. Ahuett-Garza, Pedro Daniel Urbina Coronado
{"title":"A Reference Model for Evolving Digital Twins and Its Application to Cases in the Manufacturing Floor","authors":"H. Ahuett-Garza, Pedro Daniel Urbina Coronado","doi":"10.1520/ssms20190049","DOIUrl":"https://doi.org/10.1520/ssms20190049","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"24 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75976240","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: 5
Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance 基于图的表征冷金属转移过程性能的元建模
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190026
H. Nagarajan, Suraj Panicker, H. Mokhtarian, Théo Remy-Lorit, E. Coatanéa, Romaric Prod’hon, Hesam Jafarian, Karl R. Haapala, Ananda Chakraborti
{"title":"Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance","authors":"H. Nagarajan, Suraj Panicker, H. Mokhtarian, Théo Remy-Lorit, E. Coatanéa, Romaric Prod’hon, Hesam Jafarian, Karl R. Haapala, Ananda Chakraborti","doi":"10.1520/ssms20190026","DOIUrl":"https://doi.org/10.1520/ssms20190026","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"21 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85964790","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: 4
Smart Scheduling of a Batch Manufacturer’s Operations by Utilization of a Genetic Algorithm to Minimize Electrical Demand 基于遗传算法的批量生产智能调度以实现电力需求最小化
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190018
Paige Brimley, Derek Machalek, Kody M. Powell
{"title":"Smart Scheduling of a Batch Manufacturer’s Operations by Utilization of a Genetic Algorithm to Minimize Electrical Demand","authors":"Paige Brimley, Derek Machalek, Kody M. Powell","doi":"10.1520/ssms20190018","DOIUrl":"https://doi.org/10.1520/ssms20190018","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"14 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81933426","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: 5
A Standard Test Method for Evaluating Navigation and Obstacle Avoidance Capabilities of AGVs and AMRs 评价agv和amr导航和避障能力的标准试验方法
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190028
Adam Norton, Peter Gavriel, H. Yanco
{"title":"A Standard Test Method for Evaluating Navigation and Obstacle Avoidance Capabilities of AGVs and AMRs","authors":"Adam Norton, Peter Gavriel, H. Yanco","doi":"10.1520/ssms20190028","DOIUrl":"https://doi.org/10.1520/ssms20190028","url":null,"abstract":"Adam Norton1, Peter Gavriel1, and Holly Yanco1 ABSTRACT Automatic guided vehicles (AGVs) and autonomous mobile robots (AMRs) are now ubiquitous in industrial manufacturing environments. These systems all must possess a similar set of core capabilities, including navigation, obstacle avoidance, and localization. However, there are few standard methods to evaluate the capabilities and limitations of these systems in a way that is comparable. In this paper, a standard test method is presented that can be used to evaluate these capabilities and can be easily scaled and augmented according to the characteristics of the system under test. The test method can be configured in a variety of ways to exercise different capabilities, all using a common test apparatus to ease test set up and increase versatility. For each test configuration, conditions are specified with respect to the a priori knowledge provided to the system (e.g., boundary and/or obstacle locations) and the obstacles in the environment. Robustness of system capabilities is evaluated by purposefully introducing misalignment between the characteristics of the physical and virtual environment (e.g., providing representations of obstacles in the system’s map when they are not physically present). Example test performance data from an AMR is provided. The goal of this work is to provide a common method to characterize the performance of mobile systems in industrial environments that is easily comparable and communicated for both commercial and developmental purposes. This work is driven by existing","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"296 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83493797","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: 4
An IoT Architecture for Automated Machining Process Control: A Case Study of Tool Life Enhancement in Turning Operations 用于自动化加工过程控制的物联网架构:车削加工中提高刀具寿命的案例研究
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190017
Vinh Nguyen, Thomas Malchodi, Mahmoud Dinar, S. Melkote, A. Mishra, Sudhir Rajagopalan
{"title":"An IoT Architecture for Automated Machining Process Control: A Case Study of Tool Life Enhancement in Turning Operations","authors":"Vinh Nguyen, Thomas Malchodi, Mahmoud Dinar, S. Melkote, A. Mishra, Sudhir Rajagopalan","doi":"10.1520/ssms20190017","DOIUrl":"https://doi.org/10.1520/ssms20190017","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"4 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88205122","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
A Decision-Making Framework for Blockchain Technology Selection 区块链技术选择的决策框架
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190021
Praveen Kumare Gopalakrishnan, Varsha Ananth, K. Lewis, S. Behdad
{"title":"A Decision-Making Framework for Blockchain Technology Selection","authors":"Praveen Kumare Gopalakrishnan, Varsha Ananth, K. Lewis, S. Behdad","doi":"10.1520/ssms20190021","DOIUrl":"https://doi.org/10.1520/ssms20190021","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"1 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82858589","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
Supply–Demand Prediction for Agile Manufacturing with Deep Neural Network 基于深度神经网络的敏捷制造供需预测
IF 1
Smart and Sustainable Manufacturing Systems Pub Date : 2019-02-01 DOI: 10.1520/ssms20190025
Rong Wen, Wenjing Yan
{"title":"Supply–Demand Prediction for Agile Manufacturing with Deep Neural Network","authors":"Rong Wen, Wenjing Yan","doi":"10.1520/ssms20190025","DOIUrl":"https://doi.org/10.1520/ssms20190025","url":null,"abstract":"","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"26 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81504244","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
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