[1] 卿晓霞 , 余建平 .软测量技 术及其在 污水处理 系统中的 应用
[J] .工业水处理 , 2005 , 25(3):13-16 .
[2] 杨中宝 , 彭省临, 李朝艳 .基于 GIS 的人工神经 网络矿产预测
系统设计及 应用[J] .地球科学 与环境学 报, 2005 , 27(1):30-
33.
[3] 祁国强 , 刘载文 , 崔莉凤 .基于 RBF 人工 神经网 络的生 活污
水处理软 测量 方法[J] .北 京工 商 大学 学报 :自 然 科学 版 ,
2004 , 22(3):36-38 .
[4] 管 秋 , 王万良 , 徐新黎 , 等 .基于神经 网络的污 水处理 指标
软测量研究[J] .环境污染与防治 , 2006 , 28(2):156-158 .
[5] H ong Y S T , Rosen M R , Bhamidimarri R.Analysis of a
Muni cipal Wast ew ater Treatment Plant Using a Neu ral Net-
Work-Based Pat tern Analysi s[J] .Water Research , 2003 , 37
(7):1608-1618 .
[6] El-Din A G , Smith D W, El-Din M G .Applicati on of Art ificial
Neural Netw orks in Wast ewater Treatment [J] .Journal of Environment
al Engineering and S cience , 2004 , 3(Sup):81-95 .
[7] H amed M M , Khalafallah M G , H as sani en E A .Predict ion
第 1 期 杨文娟:神经网络和主元分析 神经网络软测量技术在污水处理系统中的应用 105
of Was tew at er T reatmen t Pl an t Perf orm ance Using Arti fici al
Neural Netw ork s[J] .E nvi ronmental M odelling and Sof tw
are, 2004 , 19(10):919-928 .
[8] S chul ze F H , Wolf H , Jansen H W, et al.A pplicati ons of
A rtif icial Neural Netw orks in Integrated Wat er M anagement
:Ficti on or Futu re[J] .Water S cien ce and Techn ol ogy ,
2005 , 52(9):21-31 .
[9] Aguado D, Ferrer A , Seco A , et al.C om pari son of Dif ferent
Predi ct ive M odels f or Nut ri en t Es tim at ion in a S equencing
Bat ch React or f or Wastew ater Treatment[J] .C hem om et rics
and Intelligent Laborat ory Sy st em s , 2006 , 84(1/ 2):75-81 .
[10] Rá duly B , Gernaey K V, C apodaglio A G , et al.Arti fici al
Neural Netwo rk s f or Rapid WWTP Perf ormance Evaluation :
Methodology and Case Study[J] .Envi ronm en tal M odelling
and Sof tw are, 2007 , 22(8):1208-1216 .
[11] Mjalli F S , Al-Ash eh S , Alf adala H E .Use of Arti fici al
Neu ral Netwo rk Bl ack-Box Modeling fo r the P redict ion of
Wast ew ater T reatmen t Plant s Perfo rm ance[J] .Jou rn al of
Environment al Management , 2007 , 83(3):329-338 .
[12] Rosen C , Olss on G .Di sturbance Det ecti on in Wast ewat er
Treatment Syst ems [J] .Wat er Science and Techn ol ogy ,
1998 , 37(12):197-205 .
[13] Lennox J .Mul tivariate S ubspaces for Fau lt Det ecti on and Is
ol at ion :wi th Appli cation s t o the Was tew at er T reatment
Process[D] .Bri sbane:Universit y of Queensl and , 2002 .
[14] Niu Dong xi ao , Gu Xihua .Appli cation of Linear Prog rammin
g Tech niques for Mu ltidimen sional Analysis of Pref eren
ce-Kern el Principal Component Analysis Model in
Was tewat er Treatment [C] ∥ In ternati onal Ass oci at ion of
Engineers .Proceedings of Int ernat ional Mult iconf erence of
Engineers and Compu ter S cien ti st s 2007 .H ongkong :New sw
ood Ltd , 2007 .
[15] 樊立萍 , 于海斌 .基于KPCA 的 SB R 过程监视[J] .仪器仪表
学报 , 2006 , 20(3):249-253 .
[16] Fan Liping , Xu Yang .A PC A-Combined Neu ral Netw ork
Sof tware Sensor for SBR Proces ses[C] ∥ Liu Derong , Fei
Sh umin , H ou Zengguang , et al.Advances in Neu ral Netw
orks-4th In ternati onal S ymposium on Neu ral Netw orks
2007 Proceedings :Part Ⅱ .Berlin :Sp ringer-Verl ag , 2007 .
[17] Charef A , Ghauch A , Bau ssand P , et al.Water Qualit y Monit
oring U sing a Smart S ensing Sys tem[J] .Measurem ent ,
2000 , 28(3):219-224 .
[18] Olivei ra-Esquerre1 K P, Mori M , Bru ns R E .Simul at ion of
an Indu st rial Wast ew ater Treatment Pl an t Using A rtif icial
Neural Netw orks and Principal Component s Analysis [J] .
Brazilian Journal of Ch emical Engineering , 2002 , 19 (4):
365-370 .
[19] 冉维丽 , 乔俊飞 .基 于 PCA-GABP 神 经网络 的 BOD 软 测量
方法[J] .控制工程 , 2004 , 11(3):212-215 .
[20] Lee D S , Jeon C O , Park J M , et al.Hyb rid Neu ral Netw
ork Modeling of a Ful l-S cale Indus t rial Was tew at er Treatment
Process[J] .Biot echnology and Bioen gineering , 2002 ,
78(6):670-682 .