2018 IEEE 16th International Conference on Industrial Informatics (INDIN)最新文献_第8页

Interference of IEEE 802.11n Networks upon IEEE 802.15.4-Based WBANs: An Experimental Study IEEE 802.11n网络对基于IEEE 802.15.4的wban干扰的实验研究

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8471974

Rogério Casagrande, R. Moraes, C. Montez, A. S. Morales, Luciana Rech

{"title":"Interference of IEEE 802.11n Networks upon IEEE 802.15.4-Based WBANs: An Experimental Study","authors":"Rogério Casagrande, R. Moraes, C. Montez, A. S. Morales, Luciana Rech","doi":"10.1109/INDIN.2018.8471974","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8471974","url":null,"abstract":"Wireless Body Area Networks (WBANs) must comply with stringent communication requirements. One of these requirements is reliable data delivery. However, it is well-know that wireless networks operating in the same frequency range and using overlapping channels, tend to experience interferences that may compromise the network Quality of Service. This paper presents an experimental assessment of the interference of IEEE 802.11n networks upon IEEE 802.15.4-based WBANs, operating in the 2.4 GHz frequency band. A set of experimental tests were performed, in compliance with the IEEE 802.15.2 standard to assess the coexistence of IEEE 802.15.4 and IEEE 802.11n nodes, operating in overlapping and non-overlapping communication channels. The performed experimental tests considered different distances between the IEEE 802.11n access point and the IEEE 802.15.4 coordinator, as well as different communication channels, and different IEEE 802.11n network data rates. The experimental results highlight a strong interference between both networks, with a clear impact upon the communication reliability.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"28 1","pages":"388-393"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73932391","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

Performance Assessment Of The Integration Between Industrial Agents And Low-Level Automation Functions 工业代理与低级自动化功能集成的性能评估

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8471927

L. Ribeiro, S. Karnouskos, P. Leitão, J. Barbosa, Martin Hochwallner

{"title":"Performance Assessment Of The Integration Between Industrial Agents And Low-Level Automation Functions","authors":"L. Ribeiro, S. Karnouskos, P. Leitão, J. Barbosa, Martin Hochwallner","doi":"10.1109/INDIN.2018.8471927","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8471927","url":null,"abstract":"The increasing need for more adaptive production environments is a big motivator for the adoption of agentbased technologies in industrial systems, as they provide better mechanisms for handling dynamically and intelligently various kinds of production disturbances. Unlike with the utilization of most conventional automation languages, the use of agents enables, in an easy way, the setup of dynamic and autonomous adaptive processes to handle large and complex engineering system functions and interactions. Agent-technologies in cyberphysical systems contexts require at some point integration with automation controllers. However, most commonly available and used agent system implementations in the industry were not designed for hard real-time control use cases, and do not utilize real-time operating systems or dedicated hardware. Hence, they cannot match the hard-real-time performance of automation controllers. This work provides some insights on the performance that can be achieved with agent-based approaches that integrate with low-level automation system functions. It considers the performance of the agent-based practices in light of non-real-time dedicated hardware or operating systems. The results show that agents are well suited for the majority of soft-real-time control applications.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"52 1","pages":"121-126"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87224516","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: 10

Innovative Off-Board EV Home Charging Station as a Smart Home Enabler: Present and Proposed Perspectives 创新的车载电动汽车家庭充电站作为智能家居的推动者:目前和建议的观点

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8471968

V. Monteiro, T. Sousa, J. Afonso, J. Afonso

{"title":"Innovative Off-Board EV Home Charging Station as a Smart Home Enabler: Present and Proposed Perspectives","authors":"V. Monteiro, T. Sousa, J. Afonso, J. Afonso","doi":"10.1109/INDIN.2018.8471968","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8471968","url":null,"abstract":"This paper presents an innovative off-board electric vehicle home charging station (EV-HCS) operating as a smart home (SH) enabler. The present status and the proposed perspectives in terms of operation modes are comprehensively addressed along the paper showing the contextualization of the addressed research topic. Comparing with the existing solution, the main motivations and advantages of the off-board EV-HCS are: (a) Off-board dc EV charger, faster than a classical on-board EV charger; (b) Flexible operating power value, aiming an optimized power management in the home; (c) Operation as an active conditioner for the home or the grid, with or without an EV plugged-in, which represents an attractive functionality for enhancing the operation of SHs and smart grids; (d) Bidirectional operation with an EV. The methods used to describe these advantages are validated using computer simulations. The control algorithm is succinctly described, demonstrating its adaptability to the power electronics topology presented for the EV-HCS hardware. The obtained results demonstrate that the proposed EV-HCS presents attractive functionalities for enhancing the EV integration into SHs and smart grids.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"90 3 1","pages":"966-971"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85254780","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

Adapting Software Design Patterns To Develop Reusable IEC 61499 Function Block Applications 采用软件设计模式开发可重用的IEC 61499功能块应用程序

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8472071

Sandeep Patil, Dmitrii Drozdov, V. Vyatkin

引用次数: 24

A Cloud-Based Training And Evaluation System For Facial Paralysis Rehabilitation 基于云的面瘫康复训练与评估系统

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8471934

Zeqing Jiang, W. Dai, Wenjin Wang, Wen Wang

引用次数: 3

INDIN 2018 List Reviewer Page indin2018名单审查页面

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/indin.2018.8472074

引用次数: 0

Preventing Technical Debt For Automated Production System Maintenance Using Systematic Change Effort Estimation With Considering Contingent Cost 考虑或有成本的系统变更工作量估算预防自动化生产系统维护技术债务

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8472004

Suhyun Cha, Q. Dong, B. Vogel‐Heuser

{"title":"Preventing Technical Debt For Automated Production System Maintenance Using Systematic Change Effort Estimation With Considering Contingent Cost","authors":"Suhyun Cha, Q. Dong, B. Vogel‐Heuser","doi":"10.1109/INDIN.2018.8472004","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8472004","url":null,"abstract":"Technical debt (TD) describes the long-term negative effect of choosing sub-optimal solutions to achieve a short-term benefit (e.g., cost saving). Engineers from various disciplines, such as mechanical, electrical and software, develop and maintain automated production systems (aPS). Over their development and maintenance period, changes in one discipline might have negative or unexpected impact on the other disciplines due to the interwoven dependencies among the disciplines. Manually derived task list might omit some necessary tasks and, therefore, TD is quite often introduced unintentionally. Also, the interest of TD due to insufficient knowledge sometimes exceeds the short-term cost saving. In this paper, a workflow is proposed to assist in the solution selection process for the aPS domain. The workflow includes the systematic change effort estimation tool considering multidiscipline and TD interest estimation. KAMP4aPS is selected as a tool to estimate the change effort by deriving a fine-grained task list for a modification. Based on such detailed estimation and additional cost factors, one can foresee TD and choose appropriate solution, which fits the current business context. An exemplary change scenario in a lab size plant is presented to demonstrate the suggested methodology.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"6 1","pages":"595-601"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81305597","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

Attack and Fault Detection in Process Control Communication Using Unsupervised Machine Learning 基于无监督机器学习的过程控制通信攻击与故障检测

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8472054

Franka Schuster, F. Kopp, A. Paul, H. König

{"title":"Attack and Fault Detection in Process Control Communication Using Unsupervised Machine Learning","authors":"Franka Schuster, F. Kopp, A. Paul, H. König","doi":"10.1109/INDIN.2018.8472054","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8472054","url":null,"abstract":"In the course of industrial digitalization, the security of process control networks and especially critical infrastructures has become a major issue that requires novel methods to achieve a multi-level protection. An important feature of this protection is a protocol-specific monitoring within the process control networks that identifies faults and attacks which already have overcome the firewall protection. For a wide-spread application in various sites, this monitoring must be self-adaptive to the different traffic characteristics of the respective networks. Protocol knowledge combined with unsupervised machine learning algorithms can leverage this task. In this paper we present the latest results of applying two machine learning methods on real-world traffic datasets from two plant process control networks. The results for different mappings of the considered packet features are discussed in terms of f-score, precision, and recall. They demonstrate the high potential of using unsupervised learning for training anomaly detectors to identify intrusions in industrial networks.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"94 1","pages":"433-438"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75851587","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: 9

Visual Analytics for Root Cause Analysis in Self-Organizing Industrial Systems 用于自组织工业系统根本原因分析的可视化分析

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8471969

Marie Kiermeier, Sebastian Feld

{"title":"Visual Analytics for Root Cause Analysis in Self-Organizing Industrial Systems","authors":"Marie Kiermeier, Sebastian Feld","doi":"10.1109/INDIN.2018.8471969","DOIUrl":"https://doi.org/10.1109/INDIN.2018.8471969","url":null,"abstract":"Root cause analysis (RCA) is a central task for quality assurance in manufacturing plants. By tracing back anomalies to its actual trigger, recurrent misbehavior can be eliminated, which improves the system’s future performance. In self-organizing industrial systems (SOIS), however, where the system adapts its behavior to the current circumstances and requests, new challenges arise for RCA. For example, the system decides dynamically at runtime how to route the work-pieces through the factory. This high degree of freedom of the system causes a state space explosion, which makes it difficult to formalize explicit connections. In addition, there are new dependency relationships resulting from the online decision making process and its influencing factors, which have to be taken into account for RCA. Accordingly, in this paper, we present first of all a taxonomy of possible root causes in such SOIS. Thereby, we focus in particular on possible error sources resulting from the online decision making process. Based on this, corresponding backtracking approaches are presented, whereby automatable and non-automatable procedures are distinguished. The latter becomes relevant in case that a component of the online decision making system is not evaluable automatably due to the state space explosion. To trace back anomalies anyway, we propose here a visual analytics solution. A corresponding proof of concept which implements the necessary functions for an expert-based assessment is presented in this paper.","PeriodicalId":6467,"journal":{"name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","volume":"34 1","pages":"315-320"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84483074","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

Visualization of AGV in Virtual Reality and Collision Detection with Large Scale Point Clouds 虚拟现实中AGV可视化与大规模点云碰撞检测

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) Pub Date : 2018-07-01 DOI: 10.1109/INDIN.2018.8472007

M. Giorgini, J. Aleotti

引用次数: 5