2014 IEEE International Conference on Control Science and Systems Engineering最新文献_第2页

Modelling and optimization of residential heating system using random neural networks 基于随机神经网络的住宅供暖系统建模与优化

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224515

Abbas Javed, H. Larijani, A. Ahmadinia, R. Emmanuel

{"title":"Modelling and optimization of residential heating system using random neural networks","authors":"Abbas Javed, H. Larijani, A. Ahmadinia, R. Emmanuel","doi":"10.1109/CCSSE.2014.7224515","DOIUrl":"https://doi.org/10.1109/CCSSE.2014.7224515","url":null,"abstract":"In this paper, a novel random neural network (RNN) model based optimization process for radiator-based heating system is proposed to maintain a comfortable indoor environment in a living room of a single storey residential building. The predictive model of the living room is developed by training a feed forward RNN and then optimisation algorithms are used to calculate the optimal flowrate for the radiators. Three optimisation algorithms: Genetic Algorithm (GA), Particle swarm optimization (PSO) algorithm, and Sequential quadratic programming (SQP) optimization algorithm are investigated to calculate the optimal control input. The accuracy of the control scheme is verified by simulations using International Building Physics Toolbox (IBPT). It was found that mean squared error (MSE) for PSO is 38.87% less than GA and the MSE for PSO is 21.19% less than SQP. The RNN model based optimization technique is further compared with model predictive controller (MPC) designed for the radiator based heating system. The comparison results showed that the proposed RNN technique minimize the energy consumption and maintains accurate room thermal comfort according to the predicted mean vote (PMV) based setpoints.","PeriodicalId":251022,"journal":{"name":"2014 IEEE International Conference on Control Science and Systems Engineering","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127672069","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

Early warning model of crisis in Chinese commercial banks based on gray relational analysis with double standard 基于双重标准灰色关联分析的我国商业银行危机预警模型

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224539

Sun Xiufeng, Yu Xixuan

引用次数: 0

A novel video encryption algorithm-based on speaker voice as the public key 一种基于说话人语音作为公钥的视频加密算法

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224533

Obaida M. Al-hazaimeh, N. Alhindawi, Nesreen A. Otoum

{"title":"A novel video encryption algorithm-based on speaker voice as the public key","authors":"Obaida M. Al-hazaimeh, N. Alhindawi, Nesreen A. Otoum","doi":"10.1109/CCSSE.2014.7224533","DOIUrl":"https://doi.org/10.1109/CCSSE.2014.7224533","url":null,"abstract":"Advances in the digital content transmission have been extremely increased in the past few years. In addition, the security and privacy issues of the transmitted data have increasingly an important concern in multimedia technology. In this paper, we propose applicable and secure video encryption algorithm. This makes secure video encryption feasible for realtime application. The proposed algorithm concentrates in general on the symmetric key cryptographic technique. Characteristically, the multimedia technology which has been usually used by public users is resulting in a key exchange problem and normally a trusted intermediate authority takes this responsibility. In this paper, we have proposed a novel video encryption algorithm based on the speaker voice to generate a public key which eliminates the need for a trusted third party for key exchange. The generated public key from the speaker's voice is used to encrypt of the transferred digital multimedia over the open communication channel (i.e. Internet). The experimental results showed that the proposed algorithm is very secure and has on average only 5.4 ms of encryption time per frame, which is significantly smaller compared to the state of the art secure video encryption algorithms.","PeriodicalId":251022,"journal":{"name":"2014 IEEE International Conference on Control Science and Systems Engineering","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124956159","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: 9

Adding OPM based executable context to weapons and equipment operational effectiveness simulation 在武器装备作战效能仿真中增加基于OPM的可执行上下文

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224514

Ning Zhu, Yonglin Lei, Weiping Wang, Feng Yang, Yifan Zhu

引用次数: 0

Revisiting multi-node wireless magnetic resonant coupling charging in sensor networks 传感器网络中多节点无线磁谐振耦合充电研究

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224522

Jian Wang, Xiaohua Xiong, Xiumei Wu, Xiaoming Hu, Yinchun Yang

引用次数: 0

Invasion of high voltage direct current till 2014 高压直流入侵到2014年

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224527

A. Raza, X. Dianguo, Su Xunwen, Lin Weixing

引用次数: 4

LQR and Fuzzy Gain-Scheduling based attitude controller for RLV within large operating envelope 基于LQR和模糊增益调度的大包络RLV姿态控制器

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224507

Ang Li, Lingyu Yang, J. Zhang, Chaofan He

引用次数: 2

Applying floating car data in traffic monitoring 浮动车数据在交通监控中的应用

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224516

Wang Tiedong, H. Jingjing

引用次数: 8

Research on 3D measuring based binocular vision 基于双目视觉的三维测量研究

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224500

Long Yan, Xingfang Zhao, H. Du

引用次数: 6

Improvement of bearings only target tracking using smoothing 利用平滑改进轴承单目标跟踪

2014 IEEE International Conference on Control Science and Systems Engineering Pub Date : 2014-12-01 DOI: 10.1109/CCSSE.2014.7224497

Zhang Qian, T. Song

引用次数: 2