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2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration最新文献

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Soft Sensor Modeling for Oxygen-Content in Flue Gasses in 1000MW Ultra-superficial Units 1000MW超浅层机组烟气含氧量软测量建模
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.124
Shihe Chen, Z. Xi, Weiwu Yan, Dandan Zhang
{"title":"Soft Sensor Modeling for Oxygen-Content in Flue Gasses in 1000MW Ultra-superficial Units","authors":"Shihe Chen, Z. Xi, Weiwu Yan, Dandan Zhang","doi":"10.1109/ICIICII.2015.124","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.124","url":null,"abstract":"Ultra-supercritical unit, which can implement clean coal combustion and improve energy efficiency, is an important trend of thermal power plants in China. Aiming to the measurement of oxygen-content in flue gasses in Ultra-supercritical unit in a power plant, this paper discusses a soft-sensing model method based on Gaussian process regression (GPR). Then GPR based soft sensor is applied to estimate the Oxygen-content in Flue Gasses in 1000MW Ultra-superficial Units. The experiment results show that the method of soft-sensing based on Gaussian process regression is not only easy to implement, but also has small predicted error and uncertainty.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114380968","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
Two Support Vector Machine Regression Models for Quality Variation Prediction 质量变化预测的两种支持向量机回归模型
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.118
Jianghui Zeng, Shuofang Zheng, Bangjun Wang
{"title":"Two Support Vector Machine Regression Models for Quality Variation Prediction","authors":"Jianghui Zeng, Shuofang Zheng, Bangjun Wang","doi":"10.1109/ICIICII.2015.118","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.118","url":null,"abstract":"In this paper, two support vector machine regression models for quality variation were put forward. Through two quality variation prediction cases, based on mean square error and relative error rate of the training and test result, the method of the support vector machine regression and neural networks was analyzed, and effectiveness of the two models was verified.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116969619","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
The Simulation and Analysis of Gas Detection System in Infrared Absorption Spectrum Based on LabVIEW 基于LabVIEW的红外吸收光谱气体检测系统仿真与分析
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.125
Zhou Bin, W. Lei, Fan Pengcheng
{"title":"The Simulation and Analysis of Gas Detection System in Infrared Absorption Spectrum Based on LabVIEW","authors":"Zhou Bin, W. Lei, Fan Pengcheng","doi":"10.1109/ICIICII.2015.125","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.125","url":null,"abstract":"The paper introduces the theory of gas concentration detection by infrared absorption spectrum and the modeling method of gas detection simulation system based on LabVIEW. On the basis of wavelength modulation technology, the second harmonic curve of the absorption spectrum is extracted by phase-locked algorithm and the concentration of the target gas can be obtained. By changing the parameters of the target gas concentration and modulation coefficients, the variation of the absorption curves and the second harmonic curves is acquired. It provides the reference for the design of gas detection system in practice.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121426614","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
Analytical Analysis of Bending Mode Piezoelectric Energy Harvester 弯曲型压电能量采集器的解析分析
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.138
Jie Mei, M. Tao, Lijie Li, Dingfang Chen
{"title":"Analytical Analysis of Bending Mode Piezoelectric Energy Harvester","authors":"Jie Mei, M. Tao, Lijie Li, Dingfang Chen","doi":"10.1109/ICIICII.2015.138","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.138","url":null,"abstract":"This paper mainly derives the analytical model of the basic cantilever energy harvester based on Euler-Bernoulli beam theory. Starting from the Hamiltonian form of total energy equation, the bending mode shapes and electromechanical dynamic equations are derived. By solving the constitutive electromechanical dynamic equation, the frequency transfer functions of output voltage and power are then obtained. Through a case study of a unimorph piezoelectric energy harvester, this analytical modeling method is validated by the finite element method.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122555282","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
Difficulty Controllable and Scalable Constrained Multi-objective Test Problems 难度可控和可扩展约束多目标测试问题
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.105
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Haibin Yin
{"title":"Difficulty Controllable and Scalable Constrained Multi-objective Test Problems","authors":"Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Haibin Yin","doi":"10.1109/ICIICII.2015.105","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.105","url":null,"abstract":"In this paper, we propose a general toolkit to construct constrained multi-objective optimisation problems (CMOPs) with three different kinds of constraint functions. Based on this toolkit, we suggested eight constrained multi-objective optimisation problems named CMOP1-CMOP8. As the ratio of feasible regions in the whole search space determines the difficulty of a constrained multi-objective optimisation problem, we propose four test instances CMOP3-6, which have very low ratio of feasible regions. To study the difficulties of proposed test instances, we make some experiments with two popular CMOEAs - MOEA/D-CDP and NSGA-II-CDP, and analysed their performances.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"53 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128851195","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
Gray Level-Median Histogram Based 2D Otsu's Method 基于灰度-中值直方图的二维Otsu方法
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.95
Chunshi Sha, Jian Hou, Hongxia Cui, Jianxin Kang
{"title":"Gray Level-Median Histogram Based 2D Otsu's Method","authors":"Chunshi Sha, Jian Hou, Hongxia Cui, Jianxin Kang","doi":"10.1109/ICIICII.2015.95","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.95","url":null,"abstract":"In this paper, we proposed a gray level-median histogram based two-dimensional (2D) Otsu's method, which is efficient and robust to noise. In our method, we use gray level-median instead of gray level-mean to build 2D histogram. We also proposed a new method to process the edge and noise regions to reduce noise and obtain more clear edges. In order to improve the computation efficiency, our method selects the optimal threshold in each dimension independently using 1D Otsu's method on 1D histogram. Experimental results show that our method has stronger anti-noise capability and faster processing speed compared with the traditional 2D Otsu's method and the traditional 3D Otsu's method. Especially for low SNR image, the segmentation results obtained by our method are much better than those by the traditional 2D Otsu's method and the traditional 3D Otsu's method.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127514327","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: 12
Analysis on Retailer-Stackelberg Process' Stability in Two-Echelon Supply-Chain with Different Demand Curves 不同需求曲线下两级供应链零售商- stackelberg过程稳定性分析
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.127
J. Su, Jie Lian
{"title":"Analysis on Retailer-Stackelberg Process' Stability in Two-Echelon Supply-Chain with Different Demand Curves","authors":"J. Su, Jie Lian","doi":"10.1109/ICIICII.2015.127","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.127","url":null,"abstract":"In the two-echelon supply-chain literature, the optimal prices and optimal profits of the manufacturer and the retailer should be affected by both of the relationship between them and the shape of the demand curve. As a common type of two-echelon supply-chain process, the retailer-Stackelberg process has a retailer for Stackelberg leader and a manufacturer for Stackelberg follower. In this paper, we will discuss the influence to the optimal prices and profits by changing the parameters in demand curve, and analyze the stability of the optimal prices and profits of the manufacturer and the retailer with three different demand curves by using the Lipschitz properties.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129168744","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
Montage's Application and Exploration in the Architecture Project Art 蒙太奇在建筑项目艺术中的应用与探索
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.130
Fang Xing, Hu Qi
{"title":"Montage's Application and Exploration in the Architecture Project Art","authors":"Fang Xing, Hu Qi","doi":"10.1109/ICIICII.2015.130","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.130","url":null,"abstract":"In the context of new media, architecture's function has experienced a huge changes, it becomes an important medium in the urban space. The article discusses the montage as a technical means, the artistic techniques and way of thinking applied to the architecture projection art and research. The research method is mainly include the collection of architecture projection's secondary sources domestic and abroad, the design of actual cases etc., which aims to sum up the essence and characteristics of the building projection art. Moreover, it analyzes montage's application in the architecture projection art and its function and impact.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"2 s1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130660117","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
Application of Back-Propagation Neural Network in Multiple Peak Photovoltaic MPPT 反向传播神经网络在多峰光伏MPPT中的应用
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.139
Shuran Jia, Daosheng Shi, Junran Peng, Yang Fang
{"title":"Application of Back-Propagation Neural Network in Multiple Peak Photovoltaic MPPT","authors":"Shuran Jia, Daosheng Shi, Junran Peng, Yang Fang","doi":"10.1109/ICIICII.2015.139","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.139","url":null,"abstract":"In a photovoltaic (PV) system that consists of multiple series-connected PV modules with bypass diode, there could be multiple peaks in the P-V curve of the PV system when the irradiance on PV modules become non-uniform, which results in conventional MPPT methods' failure in tracking the global maximum power point (GMPP). In view of this problem, we propose a novel GMPP tracking method based on back-propagation neural network (BPNN). The BPNN takes the irradiance on each PV module as input variables. After identification by the BPNN, the GMPP voltage is obtained, which acts as reference voltage to the DC-DC converter circuit to keep the PV system operating at GMPP. Simulation results showed that the proposed method has good adaptability and high precision.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117200147","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-objective Fault Monitoring for Semiconductor Manufacturing Process with DEWMA Run-to-Run Controller 基于DEWMA运行-运行控制器的半导体制造过程多目标故障监测
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.121
Yan Wang, Ying Zheng, Xiao-Guang Gu, Lu Huang
{"title":"Multi-objective Fault Monitoring for Semiconductor Manufacturing Process with DEWMA Run-to-Run Controller","authors":"Yan Wang, Ying Zheng, Xiao-Guang Gu, Lu Huang","doi":"10.1109/ICIICII.2015.121","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.121","url":null,"abstract":"Double exponentially weighted moving average (DEWMA) is a popular algorithm to handle the drifted disturbance in run-to-run (RtR) control of semiconductor manufacturing process. However, due to the varying environment and the equipment aging, there are faults in the process. In this paper, a multi-objective monitoring approach is proposed to monitor the Semiconductor Manufacturing Process with DEWMA run-to-run Controller. An autoregressive and moving average (ARMA) model is set up to represent a drifted semiconductor manufacturing process with DEWMA controller. A recursive extended least-squares (RELS) algorithm is used to identify the coefficients of ARMA model. The proposed multi-objective monitoring approach indices are controller performance, system stability and the coefficients of the ARMA model. Finally, the faults are detected by applying SPC on these multi-object indices instead of the process data. Our proposed approach not only can be used to monitor the non-stationary drifted process, but also can reduce the miss rate. The simulation results demonstrate that the proposed approach is effective for fault detection in general semiconductor manufacturing process.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131599151","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
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