2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)最新文献_第7页

Multivariate chaotic time series prediction based on PLSR and MKELM 基于PLSR和MKELM的多变量混沌时间序列预测

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388190

Meiling Xu, Ruiquan Zhang, Min Han

{"title":"Multivariate chaotic time series prediction based on PLSR and MKELM","authors":"Meiling Xu, Ruiquan Zhang, Min Han","doi":"10.1109/ICICIP.2015.7388190","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388190","url":null,"abstract":"This paper presents a method based on partial least squares regression (PLSR) and multiple kernel extreme learning machine (MKLEM) for multivariate chaotic time series prediction. At first, singular spectrum analysis (SSA) is applied for the time series extraction of complex trends and eliminating the influence of noise. Then, partial least squares regression is used to capture the essential structure of the data and extract the compositions, in order to overcome the multicollinearity problem among time series and reduce the input dimension of neural networks. Finally, multiple kernel extreme learning machine is used to predict the time series. Multiple kernel extreme learning machine overcomes the problem that single extreme learning machine with kernels (KELM) doesn't present an effective generalization performance. Root mean square error (RMSE) is used to measure the performance of the proposed prediction model. The simulation experiment results based on Lorenz chaotic time series and Dalian monthly average temperature-rainfall time series demonstrate that the proposed model is effective for time series prediction, and the prediction accuracy is higher than other models.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130947370","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

Circuit implementations and bifurcations of a novel fractional-order chaotic system 一种新型分数阶混沌系统的电路实现与分岔

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388151

Wendi Huang, Yixiao Ge, F. Min, Enrong Wang

引用次数: 2

Towards the understanding of the mixed behavior of electronic viruses and countermeasures 对电子病毒混合行为的认识及对策

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388145

Xun Xu, Xiaofan Yang, Chuandong Li

引用次数: 0

Distinguishing deception from non-deception in Chinese speech 汉语言语中欺骗与非欺骗的区别

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388181

Cheng Fan, Heming Zhao, Xueqin Chen, Xiaohe Fan, Shuxi Chen

{"title":"Distinguishing deception from non-deception in Chinese speech","authors":"Cheng Fan, Heming Zhao, Xueqin Chen, Xiaohe Fan, Shuxi Chen","doi":"10.1109/ICICIP.2015.7388181","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388181","url":null,"abstract":"Deception detection is becoming indispensable to a growing number of applications in law enforcement and other government agencies. Recently, many researchers from both speech signal area and machine learning area have already shown that automatically deception detection from speech is promising. While there are a large amount of research works on English deception detection, few efforts have been put on Chinese which is quite different due to the culture divergence. In order to show the full potential of automatically deception detection, in this paper, we first construct the deceptive and non-deceptive Chinese speech corpus which has not been published so far. And then we propose a novel machine learning-based approach to detect deception in the same gender. Several popular machine learning algorithms are applied. Moreover, a transfer learning-based algorithm is applied for cross-gender deception detection. Experimental results show that our approach performs well on real-world corpus. In intra-gender deception detection, our approach can achieve roughly the same accuracy as the traditional method on English corpus. This means our corpus is reasonable and can be used for deception detection research. In cross-gender deception detection, our approach also outperforms the baseline methods.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123326649","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: 8

Enhancing visibility of hazy images based on the estimation of the polarization value 基于偏振值估计的朦胧图像能见度提高方法

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388228

D. Shen, Fanchao Yang

引用次数: 0

Research on shunt active power filter based on the improved instantaneous reactive power theory 基于改进瞬时无功理论的并联型有源电力滤波器研究

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388215

Liancheng Zhu, Liang Chang, Jinchong Yan, Fuyun Li, Yujie Yang, X. Su, Zhitao Wu, Di Cui

{"title":"Research on shunt active power filter based on the improved instantaneous reactive power theory","authors":"Liancheng Zhu, Liang Chang, Jinchong Yan, Fuyun Li, Yujie Yang, X. Su, Zhitao Wu, Di Cui","doi":"10.1109/ICICIP.2015.7388215","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388215","url":null,"abstract":"In this paper, the principle, structure of the Active Power Filter (APF) system and PWM control are all discussed, and based on the improved instantaneous reactive power theory, a kind of fast feasible algorithm for distortion currents detection, harmonic current suppression and reactive power compensation in shunt active power filter is put forward, meanwhile, considering the problem of power devices active power loss in the main circuit, compensating current feedback and DC bus link voltage control are added, finally, a shunt active power filter for typical current harmonic source with thyristor rectifier load is simulated based on MATLAB/Simulink toolbox, by the detailed simulation experiments, in-depth research and analysis of the simulation results, the correctness and feasibility of the compensation scheme for harmonic current detection and APF system are all verified. The proposed scheme of the harmonic current suppression and reactive power compensation is achieved, which can provide a good reference to the research and design of APF.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127197636","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

Finite-time polystability of a class of delayed networks 一类延迟网络的有限时间多稳定性

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388152

Shu Yi, Jigui Jian

引用次数: 0

Reliability study of hybrid PV-wind power systems to isolated micro-grid 光伏-风力混合发电系统对隔离微电网的可靠性研究

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388210

S. Dawoud, Xiangning Lin, Jinwen Sun, Q. K. Mohsin, Firas M. F. Flaih, P. Long

{"title":"Reliability study of hybrid PV-wind power systems to isolated micro-grid","authors":"S. Dawoud, Xiangning Lin, Jinwen Sun, Q. K. Mohsin, Firas M. F. Flaih, P. Long","doi":"10.1109/ICICIP.2015.7388210","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388210","url":null,"abstract":"Micro-grid can be classified as grid connected or isolated. In isolated micro-grid it acts as a small power system with its all part (generation, transmission, and distribution). The main driver for isolated micro-grid is the availability of local energy resources. Hybrid Renewable energy system (HRES) is a combination of one or more renewable resources such as solar Photo Voltaic (PV) and wind turbine (WT) with other technologies such as batteries to supply electric power systems. Solar and wind are clean energy sources with enormous potential to alleviate grid dependence. The HRES is an excellent solution for electrification for rural regions where the grid extension is not economical and difficult in some region in Egypt. This paper study the effect of adding solar PV and WT systems to the micro-grid in order to improve the isolated operation of the micro-grid. The study performs the Loss of Power Supply Probability (LPSP) based on adding the same capacity of solar PV and WT to the isolated micro-grid. The LPSP and the cost of energy (COE) are the two main factors will be introduced. A typical case study of the micro grid system located at Hurghada Egypt will be analyzed in details. The model compute the LPSP will be introduced. The results are presented show the optimal model of solar PV with WT reduce the LPSP and COE of the micro-grid.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133382749","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

A novel self-learning optimal control approach for decentralized guaranteed cost control of a class of complex nonlinear systems 一类复杂非线性系统分散保成本控制的一种新的自学习最优控制方法

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388202

Ding Wang, Hongwen Ma, Pengfei Yan, Derong Liu

引用次数: 1

Bifurcation analysis and control for a class of predator-prey system with harvesting 一类具有收获的捕食-食饵系统的分岔分析与控制

2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP) Pub Date : 2015-11-01 DOI: 10.1109/ICICIP.2015.7388214

Jing Han, Guodong Zhang, Yi Shen

引用次数: 0