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2014 First International Conference on Automation, Control, Energy and Systems (ACES)最新文献

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Random forests based sub-vocal electromyogram signal acquisition and classification for rehabilitative applications 基于随机森林的声下肌电信号采集与分类
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6808012
B. Champaty, Bibhudatta Biswal, K. Pal, D. N. Tibarewala
{"title":"Random forests based sub-vocal electromyogram signal acquisition and classification for rehabilitative applications","authors":"B. Champaty, Bibhudatta Biswal, K. Pal, D. N. Tibarewala","doi":"10.1109/ACES.2014.6808012","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808012","url":null,"abstract":"The proposed research focuses on designing a low-cost electromyogram (EMG) data acquisition system (DAQ). The developed system acquires EMG signals from the sub-vocal region and suitable features are extracted using time-frequency transform such as Wavelet Transform. Once the features are extracted, the final classification is carried out using ensemble decision trees called Random Forests (RF). Giving the randomness in the ensemble of decision trees (DT) stacked inside the RF model, this technique can provide at the recall stage, not only the early assessment of classification, but also a probability outcome which quantifies the confidence level of the decision. The performance accuracy is found to be more than 90% when two features were considered compared to 75% with five features. Thus there is a trade-off between the input features versus the classification accuracy. Thus, the proposed data mining based technique will be highly suitable for developing EMG signal acquisition system used for bio-medical instrumentation.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"447 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131990997","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
Social welfare maximisation with a state space based model and methodology 基于状态空间的社会福利最大化模型与方法
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6807981
Sandip Chanda, A. De
{"title":"Social welfare maximisation with a state space based model and methodology","authors":"Sandip Chanda, A. De","doi":"10.1109/ACES.2014.6807981","DOIUrl":"https://doi.org/10.1109/ACES.2014.6807981","url":null,"abstract":"The state space based model developed in this paper maximizes load catering and simultaneously minimizes the operating standard constrained generation cost for the redemption of power market equilibrium in the most inadvertent states of the network endowed with smart grid communication technology. For optimum utilization of smart metering facility, the model effectively involves resources like demand response, generation surplus to optimize the market clearing price as well as profit of the market participants by effective categorization. A novel curtailment strategy has also been proposed to amalgam stability restoring shedding with profit retentive load cut. The model has been tested in IEEE 30 bus system with Particle Swarm Intelligence based optimization methodology in comparison with standard curtailment based optimization technique to produce encouraging results.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"165 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134184245","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
Semi-supervised fuzzy K-NN for cancer classification from microarray gene expression data 基于微阵列基因表达数据的半监督模糊K-NN癌症分类
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6808013
A. Halder, S. Misra
{"title":"Semi-supervised fuzzy K-NN for cancer classification from microarray gene expression data","authors":"A. Halder, S. Misra","doi":"10.1109/ACES.2014.6808013","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808013","url":null,"abstract":"Cancer classification from microarray gene expression data is a challenging task in computational biology and bioinformatics as the sufficient number of labeled samples (required to train the traditional classifiers) are very expensive and difficult to collect. Therefore, the predication accuracies of the classifiers trained with limited training samples are often very low. Although, the unlabeled samples are relatively inexpensive and readily available, traditional classifiers not generally utilize the distribution of those unlabeled samples. In this context, this article presents a novel `self-training' based semi-supervised classification method using fuzzy K-Nearest Neighbour algorithm which utilizes the unlabeled samples along with the labeled samples to improve the prediction accuracy of the cancer classification. The proposed method is evaluated with a number of microarray gene expression cancer data sets. Experimental results justify the potentiality of the proposed semi-supervised method for cancer classification using microarray gene expression data in comparison to its other supervised counterparts.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125224645","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: 11
Measurement of harmonics at HT end users in power distribution system 配电系统高频终端用户谐波的测量
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6807992
Raju R. Bhoyar, S. S. Bharatkar, Sarang A. Khadtare
{"title":"Measurement of harmonics at HT end users in power distribution system","authors":"Raju R. Bhoyar, S. S. Bharatkar, Sarang A. Khadtare","doi":"10.1109/ACES.2014.6807992","DOIUrl":"https://doi.org/10.1109/ACES.2014.6807992","url":null,"abstract":"Harmonics are referred as viruses in electrical distribution network. HT end users in Power Distribution System generally involves load having nonlinear characteristics. Most of harmonics are introduced in power distribution system due to load characteristics. Being viruses, harmonics causes pollution in power system, therefore same has to limit to the safe value. This paper presents harmonics measurement at HT end users in power distribution system and verification and comparison with the harmonics limits recommended by IEEE 519-1992. The experimental results shows that safe harmonics limits recommended by IEEE 519-1992 needs to consider the effect of load power factor in fixing the safe harmonic limits.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"265 1-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120893994","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
Morphologically contour extraction of decisive objects from image 图像中决定性目标的形态轮廓提取
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6808015
Anirban Mitra, Somasis Roy, S. Setua
{"title":"Morphologically contour extraction of decisive objects from image","authors":"Anirban Mitra, Somasis Roy, S. Setua","doi":"10.1109/ACES.2014.6808015","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808015","url":null,"abstract":"An image is the collection of some focused and non focused objects. Focused objects are treated as decisive objects of an image which helps a user in decision making. The objects in an image are the geometric shapes needed to be identified. Geometric shape of an image depends on the outer edges which are known as contour of that image. The proposed method extracts the contour of decisive objects from an image. Morphological operators empower the proposed method to achieve the goal. The proposal compared with several traditional edges detection techniques with respect to desired output and computation time to ensure its efficiency.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124446524","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
A multistage concept for distribution system planning 配电系统规划的多阶段概念
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6808024
Sweta Subudhi, P. Agarwal, T. Ghose
{"title":"A multistage concept for distribution system planning","authors":"Sweta Subudhi, P. Agarwal, T. Ghose","doi":"10.1109/ACES.2014.6808024","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808024","url":null,"abstract":"The electric distribution system is exposed to continuous expansion due to occurrence of new load points or increase of the load in the existing points. The expansion in distribution system can be done when the existing demand is increased and/or new demand comes by small incremental steps. But sometimes unplanned expansion may increase the overall cost over a life cycle. Life cycle cost analysis for distribution system planning ensures the minimum expansion cost along with line power loss over the life of the system. Life cycle cost is defined as the total cost which includes purchase cost, fixed cost, depreciation cost, inflation, maintenance cost and all other costs caused at every stage over multistage planning periods. In this work, the life cycle cost has been evaluated for different planning strategies and results are compared. A number of case studies have been presented to show the importance of the analysis.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132073621","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
A novel approach to realize built-in-self-test(BIST) enabled UART using VHDL 一种利用VHDL实现内置自检(BIST)功能的新型UART方法
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6808031
Tapas Tewary, Atanu Sen
{"title":"A novel approach to realize built-in-self-test(BIST) enabled UART using VHDL","authors":"Tapas Tewary, Atanu Sen","doi":"10.1109/ACES.2014.6808031","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808031","url":null,"abstract":"Testing of VLSI chips are becoming very much complex day by day due to increasing exponential advancement of nano technology. So both front-end and back-end engineers are trying to evolve a system with full testability keeping in mind the possibility of reduced product failures and missed market opportunities. BIST is a design technique that allows a system to test automatically itself with slightly larger system size. In this paper, the simulation result performance achieved by BIST enabled UART architecture through VHDL programming is enough to compensate the extra hardware needed in BIST architecture. This technique generate random test pattern automatically, so it can provide less test time compared to an externally applied test pattern and helps to achieve much more productivity at the end.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"308 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124282999","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
Fractal image compression using Fast Context Independent HV partitioning scheme and MRBH, MRBHM coding 分形图像压缩采用快速上下文无关HV分割方案和MRBH、MRBHM编码
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-05-01 DOI: 10.1109/ACES.2014.6807989
U. Nandi, J. K. Mandal
{"title":"Fractal image compression using Fast Context Independent HV partitioning scheme and MRBH, MRBHM coding","authors":"U. Nandi, J. K. Mandal","doi":"10.1109/ACES.2014.6807989","DOIUrl":"https://doi.org/10.1109/ACES.2014.6807989","url":null,"abstract":"In this paper, the performance in terms of compression rates of fractal image compression using Fast Context Independent HV partitioning (FCI-HV) scheme and its variant fractal image compression using Fast Low Context Dependent HV partitioning (FLCD-HV) scheme are improved by applying loss-less data compression techniques on the fractal compressed image. By using loss-less data compression techniques Modified Region Based Huffman with code interchange (MRBH) and its variant Modified Region Based Huffman with multiple interchanging of code (MRBHM), encoding of fractal compressed image into final compressed image and decoding of the final compressed image from fractal compressed image are done. The compression ratio, Peak Signal to Noise Ratio (PSNR) and compression time are determined for different images. The results show that significant improvement in the compression ratios are achieved in the proposed techniques maintaining PSNRs of images well. But, the proposed techniques are slow than its counterparts.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"9 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113978314","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
Linear Induction Motor based people mover for circular routes: A case study 基于直线感应电机的环形路线人员移动:一个案例研究
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-02-01 DOI: 10.1109/ACES.2014.6808010
Ayan Das, S. N. Mahendra
{"title":"Linear Induction Motor based people mover for circular routes: A case study","authors":"Ayan Das, S. N. Mahendra","doi":"10.1109/ACES.2014.6808010","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808010","url":null,"abstract":"Congestion in India has become a very serious issue as it results into an increasing rate of accidents, pollution etc. Shopping complexes and several other points, where a noticeable gathering takes place, always face such traffic problems and as a result pedestrians get to suffer mainly. So an alternative option for the people is very much necessary. In this paper the focus is given on a remedy to the above problem by making a case study - Connaught Place New Delhi followed by the design and analysis of the proposed solution for the pedestrians. A moving platform propelled by Linear Induction Motor segments is suggested as a mean of pedestrianisation, which will move the people from one point to another. The aim of the paper is to design and analyze the people mover system and also to justify the commercially viability of the system.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127641800","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
Gabor filter based hand-drawn underline removal in printed documents 基于Gabor滤波器的打印文档中手绘下划线去除
2014 First International Conference on Automation, Control, Energy and Systems (ACES) Pub Date : 2014-02-01 DOI: 10.1109/ACES.2014.6808009
Supriya Das, P. Banerjee
{"title":"Gabor filter based hand-drawn underline removal in printed documents","authors":"Supriya Das, P. Banerjee","doi":"10.1109/ACES.2014.6808009","DOIUrl":"https://doi.org/10.1109/ACES.2014.6808009","url":null,"abstract":"In this paper, a novel technique has been used for underline detection and removal in a Bengali and English document using Gabor filter and connected component analysis. In the underline detection module we first use Gabor filter in a specific direction to detect underline region and then use connected component analysis to detect particular underline. In second part i.e. underline removal module we use nearest neighbor approach. Our algorithm used for both touched and untouched underline. The experimental result of our proposed method demonstrates that it is able to improve Optical Character recognition (OCR) recognition accuracy.","PeriodicalId":353124,"journal":{"name":"2014 First International Conference on Automation, Control, Energy and Systems (ACES)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134329260","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
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