Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Chinese Society of Power Engineering》 2010-07
Add to Favorite Get Latest Update

Model Set-up and System Development for Intelligent Coal Blending Based on Integral Optimization of Utility Boilers

XIA Ji,LU Pan,HUA Zhi-gang,ZHANG Cheng,XU Yuan-gang,CHEN Gang(State Key Lab of Coal Combustion,Huazhong University of Science and Technology,Wuhan 430074,China)  
An intelligent coal blending model with integral optimization for utility boilers was set up.Based on the framework of multi-objective optimization mathematical model,using fuzzy mathematical theory to set up objective function and genetic algorithm(GA) for optimization in the model,prediction for characteristics of blend coal combustion was realized by neural network.To raise the optimization performance of GA,the orthogonal design and the adaptive penalty function were used to improve the simple GA.The optimized model for coal blending was established based on adaptive penalty function and orthogonal genetic algorithm.Then an intelligent coal blending system was developed and applied to a certain power plant for coal blending optimization.Thus the atomization and intelligent level were improved.The model has fine application prospect and demonstration effect.
【Fund】: 广东省重大科技专项资助项目(2008A080800029);; 国家自然科学基金资助项目(50721005)
【CateGory Index】: TK223.72
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 7 Hits
1 RUAN Wei, ZHOU Jun hu, TANG Long hua, YAO Qiang, CAO Xin yu, CEN Ke fa (Institute of Thermal Power Engrg., Zhejiang Univ., Hangzhou 310027);Study of Optimum Coal Blending Theory and the Development of Expert System[J];POWER ENGINEERING;1999-06
2 CHEN Gang,HAO Yong-cai,XU Yuan-gang,ZHANG Cheng(State Key Laboratory of Coal Combustion,Huazhong University of Science & Technology,Wuhan 430074,China);Application of Fuzzy Mathematics in Evaluating Boiler Blended-coal Schemes[J];Journal of Power Engineering;2008-06
3 Liao Yan-fen Ma Xiao-qian(College of Electric Power,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China);Application of Fuzzy Neural Network-Based Chaos Optimization Algorithm to Coal Blending[J];Journal of South China University of Technology(Natural Science Edition);2006-06
4 SUN Shu(Liaoning Company,Heilongjiang Longmei Group,Harbin 150000,China);Some of the Main Driving Force for Coal Blending Coal Quality Indicators Additive Demonstration[J];Coal Technology;2009-05
5 ZHOU Jun hu, PING Chuan juan, LIU Jian zhong, ZHOU Zhi jun, CHENG Jun, CEN Ke fa(National Key Lab of Moe Clean Energy And Environment Engineering, Zhejiang University, Hangzhou 310027, China);Optimization model for power coal blending based on genetic algorithm[J];Journal of China Coal Society;2003-05
6 CHEN Li-guo,CAI Zhi-hua(School of Computer Sciences,China University of Geosciences(Wuhan),Wuhan 430074,China);Application of improving orthogonal-based genetic algorithm in function optimization[J];Computer Engineering and Design;2008-13
7 ZHANG Xiao-xuan1,HUANG Guo-he1,XI Bei-dou2,XU Hong1,NIU Yan-tao1,LIU Ye2(1.North China Electric Power University,Changping District,Beijing 102206,China;2.Chinese Research Academy of Environmental Sciences,Chaoyang District,Beijing 100012,China);Inexact Chance-constrained Nonlinear Programming Method for Coal Blending in Power Plants[J];Proceedings of the CSEE;2009-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 RUAN Wei, ZHANG Wei ning, ZHOU Jun hu, CEN Ke fa, ZHANG Quan, ZHENG Xiao niu (Zhejiang Univ., Hangzhou 310027, China);Conduct The Multi-Objective Chance-Constrained Model for Coal Blending Optimization[J];Power Engineering;2001-01
2 RUAN Wei, ZHOU Jun hu, CAO Xin yu, LUO Zhong yang, CEN Ke fa (Zhejiang Univ., Hangzhou 310027, China);Study and Application of The Expert System for Coal Blend[J];Power Engineering;2001-06
3 YANG Guo hua (Ningbo Univ., Ningbo 315211, China);A New Process for Coal Blending Combined with Size Classification of Coal[J];Power Engineering;2003-03
4 ZHOU Jun hu 1, SHEN Bin bin 1, CHEN Yin biao 2, CHEN Jun 1, LIU Jian zhong 1, HUANG Zhen yu 1, CEN Ke fa 1 (1. Clean Energy and Environment Engrg. Key Lab. of Ministry of Education; Zhejiang Univ., Hangzhou 310027, China;2. Beijing Guohua Electric Power Co. Ltd., Beijing 100025, China);Research on Boltzmann Optimization Model for Coal Blend Based on Genetic Algorithm[J];Power Engineering;2003-04
5 RUAN Wei, ZHOU Jun-hu, CAO Xin-yu, et al.;Development of the Knowledge Base for False-Detecting in the Power Plant Expert System for Coal Blending[J];POWER SYSTEM ENGINEERING;2000-04
6 FAN Du-ping, XUE Yong-fei, ZHOU Ying-biao;Summarization and Forecast of Power Coal-Blending[J];Power System Engineering;2006-04
7 LI Ming-liangZhuhai Power Plant,Zhuhai 519050,China;Operation Characteristics and Optimization of Indonesia Coal Admixing Combustion in Zhuhai Power Plant[J];Boiler Technology;2006-06
8 ZHANG Xiao-xuan1,HUANG Guo-he1,XI Bei-dou2,NIU Yan-tao1(1.Energy and Environmental Research Center,North China Electric Power Univ.,Beijing 102206,China;2.Chinese Research Academy of Environmental Sciences,Beijing 100012,China);Coal blending Optimization models for power plants under uncertainties[J];East China Electric Power;2008-06
9 Liao Yan-fen Ma Xiao-qian(College of Electric Power,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China);Application of Fuzzy Neural Network-Based Chaos Optimization Algorithm to Coal Blending[J];Journal of South China University of Technology(Natural Science Edition);2006-06
10 Liao Yan-fen Ma Xiao-qian(School of Electric Power,South China University of Technology,Guangzhou 510640,Guangdong,China);Application of Hybrid Genetic Algorithm to Optimization of Pulverizing System[J];Journal of South China University of Technology(Natural Science Edition);2009-02
China Proceedings of conference Full-text Database 1 Hits
1 Dong Dailin He Xiaoming Xu Yi School of Mechanical Engineering Wuhan University,Wuhan,P.R.China,430072;Research on System Flow of the Mixed Coal Combustion in Thermal Power Plant Based on Artificial Neural Network technology(ID:C-013)[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Tang Wei', Li Dianpu', Chen Xueyun'(l. Harbin University of Engineering, Harbin 150001. China)(2. Harbin institute of Technology, Harbin 150001, China);CHAOS THEORY AND RESEARCH ON ITS APPLICATIONS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-07
2 RUAN Wei, ZHOU Jun hu, TANG Long hua, YAO Qiang, CAO Xin yu, CEN Ke fa (Institute of Thermal Power Engrg., Zhejiang Univ., Hangzhou 310027);Study of Optimum Coal Blending Theory and the Development of Expert System[J];POWER ENGINEERING;1999-06
3 RUAN Wei, ZHOU Jun hu, CAO Xin yu, LUO Zhong yang, CEN Ke fa (Zhejiang Univ., Hangzhou 310027, China);Study and Application of The Expert System for Coal Blend[J];Power Engineering;2001-06
4 LIU Liang~(1,2),LI Lu-ping~2,BAI Xiang-yang~2,TU Fu-bin~1,ZHOU Jie-ming~1(1.Zhongnan University,Changsha 410078,China;2.Changsha University of Science & Technology,Changsha 410076,China);Pyrolysis Characteristics and Combustion Process of Blended Coal[J];Journal of Power Engineering;2006-01
5 Yao Qiang(Hangzhou, Zhejiang University), Cen Ke fa, Shi Zheng ren, Chao Xin yu, Shi Zheng zhan, Chao Ying wu.;Test Studies on Properties of Coal Mixtures with Different Apportionments[J];POWER ENGINEERING;1997-02
6 ZHAO Xian-qiao, CAO Xin-yu, LAN Ze-quan, et al.;Fuzzy Forecasting Analysis on Slagging Tendency of Coal-fired Boiler[J];Power System Engineering;2003-05
7 SHI Kui-fan,DONG Ji-wen,LI Jin-ping,QU Shou-ning,YANG Bo(School of Information Science and Engineering,Jinan University,Jinan,Shandong 250022,China);Orthogonal Genetic Algorithm[J];Acta Electronica Sinica;2002-10
8 YIN Chungen; LUO Zhongyang; CEN Kefa; Yao Qiang; ZHOU Junhu; NI Minajiang (Institute for Thermal Power Engineering, Zhejiang University, Hangzhou 310027);INVESTIGATION OF ARTIFICIAL NEURAL NETWORKS IN COAL BLENDING[J];JOURNAL OF ENGINEERING THERMOPHYSICS;1998-05
9 Feng Bao-an;Fuzzy Multifactorial Decision for Coal Slagging Property Judging[J];BOILER TECHNOLOGY;1997-03
10 Yin Gang Deng Fei-qi Ye Qi-ge(College of Automation Science & Engineering,South China Univ. of Tech., Guangzhou 510640, Guangdong, China);A Market Share Model Based on the Self-organized Fuzzy Neural Networks[J];Journal of South China University of Technology(Natural Science);2004-09
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved