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

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Speed, the Double-edged Sword of the Industry 4.0 速度,工业4.0的双刃剑
Mario Toussaint, Sylvère Krima, A. B. Feeney, H. Panetto
{"title":"Speed, the Double-edged Sword of the Industry 4.0","authors":"Mario Toussaint, Sylvère Krima, A. B. Feeney, H. Panetto","doi":"10.5220/0011527000003329","DOIUrl":"https://doi.org/10.5220/0011527000003329","url":null,"abstract":": The recent and ongoing digital transformation of the manufacturing world has led to numerous benefits, from higher quality products to increased productivity and reduced time to market. In this digital world, data has become a critical element in many essential decisions and processes within and across organizations. Data exchange is now a key process for the organizations’ communication, collaboration, and efficiency. Industry 4.0/Industry of the Future adoption of modern communication technologies has made data available and shareable at a speed faster than we can consume or track it. This speed is a double edge sword and comes with key challenges, such as data interoperability and data traceability, which manufacturers need to understand in order to adopt the best mitigation strategies. This paper is a summarized introduction to these challenges, their origins, and what they mean to manufacturers.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"2223 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":"123703049","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
Manufacturing Process Simulation in a Hybrid Cloud Setup 混合云设置中的制造过程仿真
Gerhard Benedikt Weiß, D. Pietraroia, Claudio Sassanelli, Hugo Daniel Macedo
{"title":"Manufacturing Process Simulation in a Hybrid Cloud Setup","authors":"Gerhard Benedikt Weiß, D. Pietraroia, Claudio Sassanelli, Hugo Daniel Macedo","doi":"10.5220/0010641700003062","DOIUrl":"https://doi.org/10.5220/0010641700003062","url":null,"abstract":": Model-based design of manufacturing robotic systems involving the usage of different tools, models and the co-simulation of the system behaviour benefits from collaborative platforms enabling ready-to-use and cloud-hosted tools and models. Nonetheless, due to market segmentation and the difficulty to deploy and support all the existing tools and models in such a platform, it is, therefore, reasonable to consider a hybrid cloud-setup where some tools run in the public cloud and other are only available in private clouds or dedicated machines behind the walls of the licensed institution. In this paper, we report on a experiment of such scenario, where a Matlab/Simulink TM , LS-Dyna, and Model.CONNECT TM powered co-simulation tool suite running in a private cloud is combined with the DDD Simulation tool running inside a public cloud. Due to this setup it was possible to combine a 1D hot stamping process simulation with a 3D visualisation. Finally the results of the process simulation were improved by considering realistic movement of the robot. Our study elicited several limitations and feature requests that need to be addressed to better support a hybrid cloud setup for model-based design practitioners. We expect this initial contribution to trigger ground breaking research encompassing all the community members interested in hybrid co-simulation setups.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"47 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":"124895296","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
Design of Ambient Conditions Control Capability in Retail 零售环境条件控制能力设计
Janis Grabis, Kristina Jegorova, Krisjanis Pinka
{"title":"Design of Ambient Conditions Control Capability in Retail","authors":"Janis Grabis, Kristina Jegorova, Krisjanis Pinka","doi":"10.1007/978-3-031-37228-5_3","DOIUrl":"https://doi.org/10.1007/978-3-031-37228-5_3","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"14 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":"127663609","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
Multi-level Risk Modelling for Interoperability of Risk Information 面向风险信息互操作性的多层次风险建模
Yuhong Fu, G. Grossmann, Karamjit Kaur, Matt Selway, M. Stumptner
{"title":"Multi-level Risk Modelling for Interoperability of Risk Information","authors":"Yuhong Fu, G. Grossmann, Karamjit Kaur, Matt Selway, M. Stumptner","doi":"10.5220/0011562300003329","DOIUrl":"https://doi.org/10.5220/0011562300003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"35 4 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":"122982190","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
Machine Learning based Predictive Maintenance in Manufacturing Industry 基于机器学习的制造业预测性维护
N. Iftikhar, Yi-Chen Lin, F. Nordbjerg
{"title":"Machine Learning based Predictive Maintenance in Manufacturing Industry","authors":"N. Iftikhar, Yi-Chen Lin, F. Nordbjerg","doi":"10.5220/0011537300003329","DOIUrl":"https://doi.org/10.5220/0011537300003329","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":"128430524","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
Efficacy of Statistical Formulations on Acoustic Emission Signals for Tool Wear Predictions 声发射信号统计公式在刀具磨损预测中的有效性
Selvine G. Mathias, Daniel Grossmann
{"title":"Efficacy of Statistical Formulations on Acoustic Emission Signals for Tool Wear Predictions","authors":"Selvine G. Mathias, Daniel Grossmann","doi":"10.5220/0010676400003062","DOIUrl":"https://doi.org/10.5220/0010676400003062","url":null,"abstract":": Acoustic emission (AE) signals obtained during machining processes can be used to detect, locate and assess flaws in structures made of metal, concrete or composites. This paper aims to characterize AE signals using derived parameters from raw signatures along with statistical feature extractions to correlate with tool wear readings. Missing tool wear values are imputed using domain knowledge rules and compared to AE signals using machine learning models. The amount of effect on tool wear is formulated using Bayesian Inferences on derived parameters such as areas under the raw signal curve in addition to comparisons with the supervised models for predictions. Using the constructed models and formulation, the presented study also includes a trace-back pseudo-algorithm for determining the stage in process where tool wear values begin to approach the wear limits.","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":"127434701","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
Online Metric Facility Service Leasing with Duration-Specific Dormant Fees 在线计量设施服务租赁与特定期限的休眠费用
C. Markarian, Peter Khallouf
{"title":"Online Metric Facility Service Leasing with Duration-Specific Dormant Fees","authors":"C. Markarian, Peter Khallouf","doi":"10.5220/0010668600003062","DOIUrl":"https://doi.org/10.5220/0010668600003062","url":null,"abstract":"Inspired by the COVID-19 pandemic, a new online facility model, known as the Online Facility Service Leasing problem (OFSL), has been recently introduced. In OFSL, services at different (health) facility locations are leased for different durations and costs. Each service at each facility is associated with a dormant fee that needs to be paid for each day on which the service is not leased at the facility. Clients arrive over time, each requesting a number of services, and need to be served by connecting them to multiple facilities jointly offering the requested services. The aim is to decide which services to lease, when, and for how long, in order to serve all clients as soon as they appear with minimum costs of leasing, connecting, and dormant fees. In this paper, we study a generalization of OFSL in which we are additionally given a parameter d, such that, should the service be not leased for more than d consecutive days, a dormant fee is to be paid (d = 0 in the case of OFSL). We call this variant the Online Facility Service Leasing with Duration-Specific Dormant Fees (d-OFSL). We particularly focus on the metric version of the problem in which facilities and clients reside in the metric space. We refer to it as metric d-OFSL and design the first online algorithm for the problem. The latter is a deterministic algorithm based on a primal-dual approach. We measure its performance by comparing it to the optimal offline solution for all instances of the problem. This performance analysis is known as competitive analysis and is the standard to evaluate online algorithms. Copyright © 2021 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"36 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":"132316724","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
Mapping and Integration of Architecture and Modelling Frameworks 架构和建模框架的映射和集成
Qing Li, Bo Liang, Zhixiong Fang
{"title":"Mapping and Integration of Architecture and Modelling Frameworks","authors":"Qing Li, Bo Liang, Zhixiong Fang","doi":"10.5220/0010740100003062","DOIUrl":"https://doi.org/10.5220/0010740100003062","url":null,"abstract":": Architecture, methodology and system modelling are systems engineering tools to understand, design, develop, implement and integrate complex systems, software and enterprises. In order to solve the problem of complex system integration, Zachman Framework, CIM-OSA, GERAM, FEAF, DoDAF, TOGAF and other architectures have been developed. Model has become the main means of system analysis and design, and gave birth to model-based systems engineering (MBSE). There are several methodologies of MBSE, such as Harmony, Magic Grid and so forth. Therefore, it is necessary to develop a general architecture and modelling framework to support models and systems, software, enterprise integration based on different architecture and methodologies. This paper presents a General Architecture Framework and a relative General Modelling Framework (GMF). GAF provides tools and methodology of model-based systems engineering (MBSE) to systems design and development. GMF involves a set of models and methods to describes different aspects of a system. The paper also discusses the mapping and integration relationship between GAF, GMF with mainstream architecture and modelling frameworks. Performance Business reference models, Data reference models,","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":"124431580","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
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
Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant 旅行商问题:炼钢厂调度问题的实例研究
K. Krämer, L. V. Elst, A. Arteaga
{"title":"Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant","authors":"K. Krämer, L. V. Elst, A. Arteaga","doi":"10.5220/0011598000003329","DOIUrl":"https://doi.org/10.5220/0011598000003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"42 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":"114691205","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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