2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA)最新文献_第2页

An accuracy model for on-line prediction of effluent ammonia nitrogen in anammox treatment system based on pca-bp algorithm 基于pca-bp算法的厌氧氨氧化处理系统出水氨氮在线预测精度模型

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167248

Bin Xie, Yongwen Ma, J. Wan, Yan Wang, Zeyu Guan

{"title":"An accuracy model for on-line prediction of effluent ammonia nitrogen in anammox treatment system based on pca-bp algorithm","authors":"Bin Xie, Yongwen Ma, J. Wan, Yan Wang, Zeyu Guan","doi":"10.1109/CIAPP.2017.8167248","DOIUrl":"https://doi.org/10.1109/CIAPP.2017.8167248","url":null,"abstract":"Anaerobic ammonium oxidation (anammox) process has been recognized as efficient biological nitrogen removal process, which has the advantages of cost-effective and low energy compared to the conventional nitrification and denitrification processes. However, the efficient operation and control is limited due to the complexity of nonlinear and biochemical phenomena involved. This paper proposes an appropriate combinational model based on improved back propagation (BP) neural network to forecast effluent ammonia nitrogen concentration in anammox process, the network is optimized by the principal component analysis algorithm. As a result, the proposed PCA-BP model is a precise and efficient tool for predicting the effluent ammonia nitrogen concentration with determination coefficients (R2) was 0.997, the root mean square normalized error (RMSE) and mean absolute percentage error (MAPE) between the predicted and observed values was 17.47 and 16.07%. Therefore, the integration model can be applied in the actual measurement to timely estimate the effluent ammonia nitrogen concentration from other variables easily measured. Furthermore, the proposed model is promising for future applications of the controller in anammox process and as a tool to help systematically design logic control applications for other biological processes.","PeriodicalId":187056,"journal":{"name":"2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128200898","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

Design and implementation of cross-platform friends-positioning mobile App based on Phonegap and HTML5 基于Phonegap和HTML5的跨平台好友定位手机App的设计与实现

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167215

Wenping Fan, Jinkai Yang

{"title":"Design and implementation of cross-platform friends-positioning mobile App based on Phonegap and HTML5","authors":"Wenping Fan, Jinkai Yang","doi":"10.1109/CIAPP.2017.8167215","DOIUrl":"https://doi.org/10.1109/CIAPP.2017.8167215","url":null,"abstract":"Hybrid App is mainly realized by calling each other by JavaScript (JS) and Native, so it implements the mechanism of ‘one development, multi operation’, so it can be called the real cross-platform development. The most striking difference of Hypertext Markup Language 5 (HTML5) and JavaScript from WebApp is that they call the bottom function encapsulated by NativeApp. Hybrid App is characterized by cross-platform as it uses the browser as engine; it has the similar development costs while the far more development efficiency compared with NativeApp. This paper used HybridApp development mode to develop by taking Android platform as the example; with the help of online map service and query interface of MAP WORLD, the foreground show and map interaction were implemented by Openlayers map frame; users' information data was managed by Sqlite embedded database; the mobile devices information were acquired by calling each other by PhonedGap frame and mobile devices; functions like friends-positioning, enquiry POI and north arrow, etc., were realized in this App. This paper also elaborated the prospects and application value of Hybrid App in future mobile development.","PeriodicalId":187056,"journal":{"name":"2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133609356","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

Research on collision prediction & avoidance strategy of formation flying 编队飞行碰撞预测与避碰策略研究

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167279

Zhenqi He, Ke Zhang, Meibo Lv, Jingyu Wang

引用次数: 1

Research of potential safety hazard investigation and risk control system for mine enterprise 矿山企业安全隐患调查与风险控制系统研究

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167272

Laihua Fang, Lijun Wei, Guangwang Yi, Liu Jiang

引用次数: 2

Research on barrage distribution strategy based on earliest deadline first algorithm 基于最早截止日期优先算法的弹幕分配策略研究

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167268

Fei Zhang, Rongheng Lin, Hua Zou, Shiqi Zhou, Yong Zhang

引用次数: 1

Time series forecasting based on weighted clustering 基于加权聚类的时间序列预测

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167252

Chie-Hong Lee, Yann-Yean Su, Yu-Chun Lin, Shie-Jue Lee

引用次数: 6

Time-shared parking mechanism and application based on BaaS cloud infrastructure 基于BaaS云基础设施的分时停车机制及应用

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167274

Jian Ma, Liyan Zhang, Yiting Xu

引用次数: 1

Parametric design of the 2K-V series reducer based on Creo TOOLKIT 基于Creo TOOLKIT的2K-V系列减速器参数化设计

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167269

Jia Hai-li, Zhou Zheng-dao, Meng Xiang-jie

引用次数: 0

A hybrid ant colony based system for assist the prevention and mitigation of wildfires in forests 一种基于混合蚁群的系统，用于协助预防和减轻森林野火

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167283

P. Cañizares, A. Núñez, Mercedes G. Merayo, M. Núñez

引用次数: 1

Latent syntactic structure-based sentiment analysis 基于潜在句法结构的情感分析

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) Pub Date : 2017-09-01 DOI: 10.1109/CIAPP.2017.8167217

Viktor Hangya, Z. Szántó, Richárd Farkas

引用次数: 2