全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

基于最大熵投影寻踪耦合的燃煤机组节能减排评价方法研究

DOI: 10.13334/j.0258-8013.pcsee.2014.26.005, PP. 4476-4482

Keywords: 燃煤机组,节能减排,综合评价,最大熵,投影寻踪

Full-Text   Cite this paper   Add to My Lib

Abstract:

随着电厂污染物排放标准的严格化,燃煤发电机组采取节能减排调度是一种必然。供电煤耗不能全面反映燃煤机组的节能减排效果。文中综合考虑节煤、节电、节油、节水和减排5方面构建燃煤机组节能减排评价指标体系。最大熵原理构建投影指标函数,消除了投影向量分布不确定性的影响,可提高模型的可靠性。最大熵与投影寻踪方法相耦合用于燃煤机组节能减排综合评价模型中,投影值之间差异明显,评价结果稳健,且该模型基于数据本身,具有较强客观性。

References

[1]  环境保护局,国家质量监督检验检疫总局.GB 13223-2011 火电厂大气污染物排放标准[S].北京: 中国环境科学出版社出版,2011.State Environmental Protection Administration of China,General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China.GB 13223—2011 Emission standard of air pollutants for thermal power plants[S].Beijing:China Environmental Science Press,2011(in Chinese).
[2]  刘焕章.基于排放物分析的电站锅炉燃烧状态评估的研究[D].北京: 华北电力大学,2008.Liu Huanzhang.Evaluation of combustion state for utility boiler based on emissions analysis[D].Beijing:North China Electric Power University,2008 (in Chinese).
[3]  王军,李永华,阎维平.一种燃煤发电节能减排综合评价指数[J].中国电机工程学报,2011,31(S1):144-148.Wang Jun,Li Yonghua,Yanweiping.Integrated evaluation index of energy-saving and emission reduction of coal combustion power generation[J].Proceedings of the CSEE,2011,31(S1):144-148(in Chinese).
[4]  罗毅,周创立,刘向杰.多层次灰色关联分析法在火电机组运行评价中的应用[J].中国电机工程学报,2012,32(17):97-103,105.Luo Yi,Zhou Chuangli,Liuxiangjie.Application of the multi-level grey relational analysis method in operation assessment of thermal power units[J].Proceedings of the CSEE,2012,32(17):97-103,105(in Chinese).
[5]  吕玉坤,彭鑫,赵锴.电站锅炉热效率和NO x 排放混合建模与优化[J].中国电机工程学报,2011,31(26):16-22.Lü Yukun,Peng Xi,Zhao Kai.Hybrid modeling optimization of thermal efficiency and nox emission of utility boiler[J].Proceedings of the CSEE,2011,31(26):16-22(in Chinese).
[6]  王春林,周昊,李国能,等.基于遗传算法和支持向量机的低NO x 燃烧优化[J].中国电机工程学报,2007,27(11):40-44.Wang Chunlin,Zhouhao,Liguoneng,et al.Support vector machine and genetic algorithms to optimize combustion for low NO x emission[J].Proceedings of the CSEE,2007,27(11):40-44(in Chinese).
[7]  张晓花,赵晋泉,陈星莺.节能减排多目标机组组合问题的模糊建模及优化[J].中国电机工程学报,2010,30(22):71-76.Zhang Xiaohua,Zhao Jinquan,Chen Xingying.Multi- objective unit commitment fuzzy modeling and optimization for energy-saving and emission reduction [J].Proceedings of the CSEE,2010,30(22):71-76(in Chinese).
[8]  Kar B,Mandal KK,Pal D,et al.Combined economic and emission dispatch by ANN with backprop algorithm using variant learning rate momentum coefficient[C]//7th International Power Engineering Conference,IPEC2005,Singapore,2005:230-235.
[9]  满若岩,付忠广.基于模糊综合评判的火电厂状态评估[J].中国电机工程学报,2009,29(5):5-10.Man Ruoyan,Fu Zhongguang.Condition assessment of fossil-fired power plant based on fuzzy comprehensive evaluation[J].Proceedings of the CSEE,2009,29(5):5-10(in Chinese).
[10]  周创立.火电厂机组运行状态综合评价建模方法研究[D].北京: 华北电力大学,2012.Zhou Chuangli.Research on comprehensive assessment modeling method for thermal power unit operation condition[D].Beijing:North China Electric Power University,2012(in Chinese).
[11]  吴成国,金菊良,魏一鸣,等.城市防洪标准方案优选的最大信息熵原理与投影寻踪耦合模型[J].中国管理科学,2008,16(S1):1-4.Wu Chengguo,Jin Juliang,Wei Yiming,et al.Maximum information entropy principle coupled projection pursuit model for optimal selection of urban flood control standard schemes[J].Chinese Journal of Management Science,2008,16(S1):1-4(in Chinese).
[12]  张明,金菊良,张礼兵.流域可持续评价的最大熵原理——投影寻踪耦合模型[J].地理科学,2007,27(2):177-181.Zhang Ming,Jin Juliang,Zhang Libing.Pursuit projection evaluation model based on principle of maximum entropy for river basin susta inability evaluation[J].2007,27(2):177-181(in Chinese).
[13]  付强,赵小勇.投影寻踪模型原理及其应用[M].北京:科学出版社,2006:2-30.Fu Qiang,Zhao Xiaoyong.Principle and application of projection pursuit model[M].Beijing:Science Press,2006:2-30(in Chinese).
[14]  Jee JR.Projection pursuit[J].Wiley Interdisciplinary Reviews: Computational Statistics,2009,1(2):208-215.
[15]  齐敏芳,付忠广,景源,等.基于信息熵与主成分分析的火电机组综合评价方法[J].中国电机工程学报,2013,33(2):58-64.Qi Minfang,Fu Zhongguang,Jing Yuan,et al.A comprehensive evaluation method of power plant units based on information entropy and principal component analysis[J].Proceedings of the CSEE ,2013,33(2):58-64(in Chinese).
[16]  姜秋香,付强,王子龙.基于粒子群优化投影寻踪模型的区域土地资源承载力综合评价[J].农业工程学报,2011,27(11):319-324.Jiang Qiuxiang,Fu Qiang,Wang Zilong.Comprehensive evaluation of regional land resources carrying capacity based on projection pursuit model optimized by particle swarm optimization[J].Transactions of the CSAE,2011,27(11):319-324(in Chinese).
[17]  付忠广,景源,齐敏芳,等.基于投影寻踪原理的机组可靠性等级评价[J].动力工程学报,2012,32(10):820-824.Fu Zhongguang,Jing Yuan,Qi Minfang,et al.Reliability grade evaluation of power plant based on projection pursuit principle[J].Journal of Chinese Society of Power Engeering,2012,32(10):820-824(in Chinese).
[18]  付忠广,王建星,靳涛.基于投影寻踪原理的火电厂状态评估[J].中国电机工程学报,2012,32(17):1-6,135.Fu Zhongguang,Wang Jianxing,Jin Tao.Condition assessment of fossil-fired power plant based on projection pursuit method[J].Proceedings of the CSEE,2012,32(17):1-6,135(in Chinese).
[19]  郝树荣,郭相平,张展羽.投影寻踪分类模型在作物补偿效应评价中的应用[J].农业机械学报,2010,41(1):59-62,33.Hao Shurong,Guo Xiangping,Zhang Zhanyu.
[20]  Comprehensive evaluation on compensatory effects of water recovery after drought based on projection pursuit classification model[J].Journal of agricultural machinery,2010,41(1):59-62,33(in Chinese).
[21]  中国电力企业联合会,美国环保协会.中国电力减排研究2012[J].电站信息,2013(3):4-5.China Electricity Council,Environmental Defense Fund.China electric power reduction of 2012[J].Power Plants Information,2013(3):4-5(in Chinese).
[22]  董青,王兴武,张照彦.火电厂节能评价指标体系研究[J].中国电力教育,2011,196(9):56-57.Dong Qing,Wang Xingwu,Zhang Zhaoyan.Research on the evaluation index system of energy saving in thermal power plant[J].China Electric Power Education,2011,196(9):56-57(in Chinese).
[23]  苏相河.火电厂节能与循环经济指标体系研究[D].保定:华北电力大学,2006.Su Xianghe.Research on index system of energy conservation and circular economy for heat-engine power plant[D].Baoding:North China Electric Power University,2006(in Chinese).
[24]  中国电力企业联合会科技开发服务中心.全国火电燃煤机组竞赛管理评比办法[M].北京:中国电力企业联合会科技开发服务中心,2011.China Electricity Council Science and Technology Development Service Center.The national coal-fired units competition management evaluation methods[M].Beijing:China Electricity Council Science and Technology Development Service Center ,2011(in Chinese).
[25]  中国电力企业联合会科技开发服务中心.全国火电燃煤机组能效水平对标管理办法[M].北京:中国电力企业联合会科技开发服务中心,2011.China Electricity Council Science and Technology Development Service Center.The national coal-fired units energy efficiency level benchmarking management approach[M] .Beijing:China Electricity Council Science and Technology Development Service Center ,2011(in Chinese).
[26]  中国电力企业联合会科技开发服务中心.关于公示2012年度全国火电600MW级机组能效对标及竞赛数据的通知[EB/OL],北京:2013[2014-02-.http://kjfw. cec.org.cn/kejifuwu/2013-04-07/99877.html.China Electricity Council Science and Technology Development Service Center.Notice on the publicity of energy efficiency benchmarking and competition data about 2012 annual national thermal power 600MW units[EB/OL],Beijing:2013[2014-02-22].http://kjfw.
[27]  cec.org.cn/kejifuwu/2013-04-07/99877.html(in Chinese).

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133