2017 IEEE 15th International Conference on Industrial Informatics (INDIN)最新文献_第4页

Semi-supervised soft sensor and feature ranking based on co-regularised least squares regression applied to a polymerization batch process 基于协正则最小二乘回归的半监督软传感器和特征排序在聚合间歇过程中的应用

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104781

Vasco Ferreira, F. Souza, R. Araújo

引用次数: 4

Detrended fluctuation analysis of daily rainfall records of the entire China 全中国日降水记录的趋势波动分析

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104912

Choujun Zhan, Weiwen Cao, Junyu Fan, Chen-Mao Wu, Zhi Yang, Mingbo Zhao

引用次数: 0

Integrating material flow simulation tools in a service-oriented industrial context 在面向服务的工业环境中集成物料流模拟工具

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104933

Jan-Gregor Fischer, B. Obst, Benjamin Lee

引用次数: 9

Online evolving fuzzy control design: An application to a CSTR plant 在线演化模糊控制设计:在CSTR装置中的应用

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104774

Jérôme Mendes, F. Souza, R. Araújo

{"title":"Online evolving fuzzy control design: An application to a CSTR plant","authors":"Jérôme Mendes, F. Souza, R. Araújo","doi":"10.1109/INDIN.2017.8104774","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104774","url":null,"abstract":"The paper proposes a methodology to self-evolve an online fuzzy logic controller (FLC). The proposed methodology does not require any initialization at all, it can start with an empty set of fuzzy control rules or with a simple collection of fuzzy control rules obtained from an expert operator. The FLC design is online, using only the input/output data obtained during the normal operation of the system while it is being controlled. The FLC is composed of a simple structure, where each input variable has its own set of fuzzy control rules, and is evaluated individually by the proposed methodology avoiding the high increase in the number of fuzzy control rules. The FLC structure and their antecedent and consequent parameters are both online modified by the proposed methodology. Only simple information about the system and controller is need, specifically the universe of discourse of the input and output variables, an information that is mandatory to control any process. The performance of the proposed methodology is tested on a simulated continuous-stirred tank reactor (CSTR) system where the results show that the proposed methodology has the capability of designing the FLC in order to successfully controlling the CSTR system by evolving/modifying the FLC structure when unknown regions of operation are reached (unknown for the controller).","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"1 1","pages":"218-225"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85183534","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: 7

Generation of monitoring functions in production automation using test specifications 使用测试规范生成生产自动化中的监控功能

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104795

Suhyun Cha, Sebastian Ulewicz, B. Vogel‐Heuser, A. Weigl, Mattias Ulbrich, Bernhard Beckert

{"title":"Generation of monitoring functions in production automation using test specifications","authors":"Suhyun Cha, Sebastian Ulewicz, B. Vogel‐Heuser, A. Weigl, Mattias Ulbrich, Bernhard Beckert","doi":"10.1109/INDIN.2017.8104795","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104795","url":null,"abstract":"High quality requirements are set for automated production systems (aPS) as malfunctions can harm humans or cause severe financial loss. These malfunctions can be caused by faults in the control software of the aPS or its inability to correctly identify and handle unintended situations and errors in the technical process or hardware behavior. To achieve more dependable control software, software testing and formal verification can be used to find faults in the software, but require to make assumptions about possible situations (inputs) occurring in the aPS during runtime and often only allow the validation of specific cases. Monitoring individual functions within the control software during runtime can help to identify unspecified situations and raise warnings of the uncertainty about the suitability of a reaction. Yet, the design of reliable monitoring functions requires extensive experience and resources. For this reason, we propose a method for generating monitoring functions from available testing and verification specifications initially used for validating a control software function. Through this, it is possible to continuously assess the behavior of individual software functions and to identify and warn about a) violations of the test specification during runtime and b) unintended situations in which correct software behavior was never tested. Thus, the approach can help to assess and improve both the control software and specification quality through observation and behavior assessment far beyond the testing phase by efficiently reusing existing test specifications for runtime monitoring.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"48 1","pages":"339-344"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86569062","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

An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms 离散事件仿真平台中与EPANET耦合优化算法的接口

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104951

Lawrence K. Letting, Y. Hamam, A. Abu-Mahfouz

{"title":"An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms","authors":"Lawrence K. Letting, Y. Hamam, A. Abu-Mahfouz","doi":"10.1109/INDIN.2017.8104951","DOIUrl":"https://doi.org/10.1109/INDIN.2017.8104951","url":null,"abstract":"The application of simulation optimization in water distribution network analysis and design is a promising method for generating solutions to existing challenges. The absence of a standard interface for coupling the open source EPANET software package to optimization algorithms increases the implementation effort and limits the comparison of results. This work presents a methodology for implementing an interface for coupling optimization algorithms with EPANET. The proposed technique uses the internal simulation clock events in a discrete event simulation platform to co-ordinate optimization loops and data exchange. The utilization of intermediate input/output files is avoided in order to increase the simulation speed. A water distribution network implemented in the EPANET solver is considered as a discrete event to be interfaced with optimization algorithms. The interface module is implemented as a C/C++ mex-file for EPANET in the MATLAB/Simulink platform. The methodology enables the user to evaluate the fitness of the design parameters with easy access to data logging and visualization tools at run-time. The proposed technique is used to implement the particle swarm optimization algorithm (PSO) and applied to design a benchmark water distribution network.","PeriodicalId":6595,"journal":{"name":"2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","volume":"62 1","pages":"1235-1240"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90889510","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

Ontology driven query language for NoSQL databases 本体驱动的NoSQL数据库查询语言

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104900

Shreya M. Banerjee, T. Goto, N. Debnath, A. Sarkar

引用次数: 2

Lego-like reconfigurable machining system: New perspecives to optimize production capacity 乐高式可重构加工系统:优化产能的新视角

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104773

D. D'Addona, Alessandro A. G. Bruzzone Dime

引用次数: 3

Achieving interoperability using low-cost middleware OPC UA wrapping structure. Case study in the water industry 使用低成本中间件OPC UA封装结构实现互操作性。水务行业的案例研究

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104949

A. Korodi, I. Silea

引用次数: 15

Semi-supervised classification for rolling fault diagnosis via robust sparse and low-rank model 基于鲁棒稀疏低秩模型的滚动故障诊断半监督分类

2017 IEEE 15th International Conference on Industrial Informatics (INDIN) Pub Date : 2017-07-01 DOI: 10.1109/INDIN.2017.8104920

Mingbo Zhao, Bing Li, Jie Qi, Yongsheng Ding

引用次数: 5