发布求助
文献互助 智能选刊 最新文献

2015 Fourth International Conference on Information Science and Industrial Applications (ISI)最新文献

筛选
英文 中文
A New Multi-layer Perceptrons Trainer Based on Ant Lion Optimization Algorithm 基于蚁狮优化算法的多层感知器训练器
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.9
Waleed Yamany, A. Tharwat, M. F. Hassanin, T. Gaber, A. Hassanien, Tai-hoon Kim
{"title":"A New Multi-layer Perceptrons Trainer Based on Ant Lion Optimization Algorithm","authors":"Waleed Yamany, A. Tharwat, M. F. Hassanin, T. Gaber, A. Hassanien, Tai-hoon Kim","doi":"10.1109/ISI.2015.9","DOIUrl":"https://doi.org/10.1109/ISI.2015.9","url":null,"abstract":"In this paper, Ant Lion Optimizer (ALO) was presented to train Multi-Layer Perceptron (MLP). ALO was used to find the weights and biases of the MLP to achieve a minimum error and a high classification rate. Four standard classification datasets were used to benchmark the performance of the proposed method. In addition, the performance of the proposed method were compared with three well-known optimization algorithms, namely, Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and Ant Colony Optimization (ACO). The experimental results showed that the ALO algorithm with the MLP was very competitive as it solved the local optima problem and achieved a high accuracy rate.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116929629","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: 51
A Study on Zone-Based Risk Analysis for Complex Gas Facilities 复杂天然气设施分区风险分析研究
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.12
J. Oh
{"title":"A Study on Zone-Based Risk Analysis for Complex Gas Facilities","authors":"J. Oh","doi":"10.1109/ISI.2015.12","DOIUrl":"https://doi.org/10.1109/ISI.2015.12","url":null,"abstract":"An accident of industrial can generate damage about person and facility, because most industrials use various harmful materials such as combustible gas. Especially, deriving risk is very important for preventing and corresponding accidents. Most analysis methods have indicated risk by connecting same risk value as contour. However, those methods did not explained risk among facility in a specific area. This paper aims to propose zone-based risk analysis in order to evaluate numerically individual risk about dangerous facilities around limited area. Furthermore, this research develops zone-based risk analysis engine in order to suggest individual risk per cell called zone.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122834818","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
A Design of PI Controller using Stochastic Particle Swarm Optimization in Load Frequency Control of Thermal Power Systems 基于随机粒子群优化的火电系统负荷频率控制PI控制器设计
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.8
K. Jagatheesan, B. Anand, N. Dey, T. Gaber, A. Hassanien, Tai-hoon Kim
{"title":"A Design of PI Controller using Stochastic Particle Swarm Optimization in Load Frequency Control of Thermal Power Systems","authors":"K. Jagatheesan, B. Anand, N. Dey, T. Gaber, A. Hassanien, Tai-hoon Kim","doi":"10.1109/ISI.2015.8","DOIUrl":"https://doi.org/10.1109/ISI.2015.8","url":null,"abstract":"In this work Proportional-Integral (PI) controller was designed and proposed for Load Frequency Control (LFC) of a single area reheat thermal power system. The controller parameters, Proportional (Kp), Integral gain (Ki) values, were optimized and properly tuned using the Stochastic Particle Swarm Optimization (SPSO) technique. Investigate power system comprises suitable governor, reheater and generator units. Three different objective functions are considered for investigation, Integral Absolute Error (IAE), Integral Square Error (ISE) and Integral Time Absolute Error (ITAE) with one percent Step Load (1% SLP). Finally, simulation results show that IAE based PI controller response settled quickly with minimum over and undershoot compared to other objective function based controller performance.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116675099","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: 24
Direction of Arrived Estimation Based on the Co-Prime Arrays 基于协素数阵列的到达方向估计
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.16
Xiong Jie, Chen Song
{"title":"Direction of Arrived Estimation Based on the Co-Prime Arrays","authors":"Xiong Jie, Chen Song","doi":"10.1109/ISI.2015.16","DOIUrl":"https://doi.org/10.1109/ISI.2015.16","url":null,"abstract":"In this paper, we study the co-prime arrays structure, and two kinds of DOA (Direction Of Arrival) algorithms are analyzed based on the structure, including spatial smoothing MUSIC and compressed sensing algorithm. Compared with traditional MUSIC algorithm, these two algorithms can decorrelate the incoming coherent interface signals while the traditional MUSIC requires the received signals only to be incoherent, besides, applying the compressed sensing algorithm, DOA information can be got from the single snapshot, the convex optimization tool CVX is also be used in this method.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116285218","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
Wooden Surface Classification based on Haralick and The Neural Networks 基于Haralick和神经网络的木质表面分类
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.20
Sourav Samanta, Debolina Kundu, Sayan Chakraborty, N. Dey, T. Gaber, A. Hassanien, Tai-hoon Kim
{"title":"Wooden Surface Classification based on Haralick and The Neural Networks","authors":"Sourav Samanta, Debolina Kundu, Sayan Chakraborty, N. Dey, T. Gaber, A. Hassanien, Tai-hoon Kim","doi":"10.1109/ISI.2015.20","DOIUrl":"https://doi.org/10.1109/ISI.2015.20","url":null,"abstract":"Texture describes the pattern of any surface. The texture analysis is concerned with the understanding of any object surface. The texture analysis has wide application in computer vision and pattern recognition. Haralick features describe the different gray scale features. For the wooden surface, each wooden surface has its own unique pattern. In this paper, a system is proposed to identify the wooden surface using the textural features (Haralick features) presented in its surface. This system was designed based on feature extraction and by correlating the features of those wooden and non-wooden surfaces for their classification. A multi-layer feed forward neural network was then trained with fast-back propagation to identify wooden and non-wooden surface. The proposed system was able to classify the wooden and non-wooden texture up to 94.10% accuracy. The obtained result showed a high rate of classification accuracy using very 13 features comparing to the most related work.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"157 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134284270","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
Design and Implementation of Gateways and Sensor nodes for Monitoring Gas Facilities 燃气设施监控网关和传感器节点的设计与实现
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.15
Hojoong Kim, Junho Shin, Hyunjune Shin, Byunghun Song
{"title":"Design and Implementation of Gateways and Sensor nodes for Monitoring Gas Facilities","authors":"Hojoong Kim, Junho Shin, Hyunjune Shin, Byunghun Song","doi":"10.1109/ISI.2015.15","DOIUrl":"https://doi.org/10.1109/ISI.2015.15","url":null,"abstract":"Demand for monitoring systems for gas facilities has dramatically increased with the technological development of the Internet of Things (IoT). In this paper, we propose two sets of gateway and sensor nodes for monitoring gas facilities. They improve the efficiency of comprehensive management, including collecting sensing data and controlling gas-related risk factors, at remote gas facility sites with IoT-based monitoring systems. In addition, because of their different characteristics in hardware and communication protocols, they provide an option to select suitable devices that consider the surrounding environment. In order to evaluate the proposed devices, we properly installed gateways and sensor nodes near operating gas facilities and verified their operation.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134371625","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
A Study on Risk Diagnosis Algorithm 风险诊断算法研究
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.11
J. Oh, Ji Hoon Park
{"title":"A Study on Risk Diagnosis Algorithm","authors":"J. Oh, Ji Hoon Park","doi":"10.1109/ISI.2015.11","DOIUrl":"https://doi.org/10.1109/ISI.2015.11","url":null,"abstract":"Industry complex include various facilities. Pipelines out of facilities are very important because they carry out source materials. Especially, a gas leak of pipeline manages carefully owing to spread other situation such as fire and explosion. Although various researches have been studied in the convergence between computer science and chemical engineering, they need a number of input variables and professional knowledge. These kinds of method are insufficient for progressing quickly to reliable situation. We developed leak location algorithm for the cause of leak on each sector in the virtually set up region.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132591667","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-Wheeled Self-Balancing Robot Based On LQ-Servo with Reduced Order Observer 基于lq伺服降阶观测器的两轮自平衡机器人
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.19
Jaekyum Kim, Jinhyeok Yoo, Jisu Bae, Chang-Hwa Kim, Junwon Choi
{"title":"Two-Wheeled Self-Balancing Robot Based On LQ-Servo with Reduced Order Observer","authors":"Jaekyum Kim, Jinhyeok Yoo, Jisu Bae, Chang-Hwa Kim, Junwon Choi","doi":"10.1109/ISI.2015.19","DOIUrl":"https://doi.org/10.1109/ISI.2015.19","url":null,"abstract":"In this paper, the LQ-servo controller using a reduced order observer is proposed. Since the reduced order observer estimates only the immeasurable states, it does not need to realize the full order estimator or install many sensors. The design method of the LQ-servo controller is presented, which reduces overshoot and oscillation of the time domain response of the system. We show that the angle and position are rapidly regulated to zeros without oscillation and illustrate the effectiveness and performance of the proposed control system by the numerical example.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131662501","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
Recognition of Status in a Plant Using Sound Information and Fuzzy Logic 利用声音信息和模糊逻辑识别植物的状态
2015 Fourth International Conference on Information Science and Industrial Applications (ISI) Pub Date : 2015-09-01 DOI: 10.1109/ISI.2015.18
Seong-Joo Kim, K. Kang, Young-Joo Kim, Sang-Hee Yu
{"title":"Recognition of Status in a Plant Using Sound Information and Fuzzy Logic","authors":"Seong-Joo Kim, K. Kang, Young-Joo Kim, Sang-Hee Yu","doi":"10.1109/ISI.2015.18","DOIUrl":"https://doi.org/10.1109/ISI.2015.18","url":null,"abstract":"The safety management in a plant is very important for prevention of accident and for guarding human resources from danger circumstances. In order to establish a strong method for recognition of status in the plant, under the case of invisible situation as well as extremely complex plant, the sound information from the equipment installed in the plant will be acquired by sound recorder and treated by the sound analysis software. The characteristics from the sound data will be applied to fuzzy logic that is generated by a field expert.","PeriodicalId":154645,"journal":{"name":"2015 Fourth International Conference on Information Science and Industrial Applications (ISI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124300017","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信