A pretreatment method of wastewater based on artificial intelligence and fuzzy neural network system
被引:3
作者:
He Chan
论文数: 0引用数: 0
h-index: 0
机构:
Yantai Vocat Coll, Dept Food & Biochem Engn, Yantai, Shandong, Peoples R ChinaYantai Vocat Coll, Dept Food & Biochem Engn, Yantai, Shandong, Peoples R China
He Chan
[1
]
Yan Nai-He
论文数: 0引用数: 0
h-index: 0
机构:
Yantai Vocat Coll, Off Qual Management, Yantai, Shandong, Peoples R ChinaYantai Vocat Coll, Dept Food & Biochem Engn, Yantai, Shandong, Peoples R China
Yan Nai-He
[2
]
机构:
[1] Yantai Vocat Coll, Dept Food & Biochem Engn, Yantai, Shandong, Peoples R China
[2] Yantai Vocat Coll, Off Qual Management, Yantai, Shandong, Peoples R China
A pretreatment method of industrial saline wastewater based on Artificial Intelligence based fuzzy neural network analysis was proposed to improve the pretreatment accuracy of industrial saline wastewater. This method uses a four-layer AI fuzzy neural network model and proposes a graded fuzzy neural network model for pretreatment method of industrial saline wastewater, it includes input layer, fuzzification layer, fuzzy logical layer and output layer, and designs the framework and calculation mode of the fuzzy function block and the neural network module. Finally, the dynamic simulation experiments of dissolved oxygen control in the fifth zone and nitrate nitrogen control in the second zone are carried out based on the simulation benchmark model (BSM1) platform. The experimental results show that this approach can effectively raise the adaptive control accuracy of the system compared with PID, feed forward neural network and conventional recurrent neural network.
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Bai, Peng
Chen, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Chen, Xin
Yin, Hang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Yin, Hang
Wang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Wang, Jin
Chen, Guang-Hao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Chen, Hong-Yu
Luo, Lai-Ma
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Luo, Lai-Ma
Zan, Xiang
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Zan, Xiang
Xu, Qiu
论文数: 0引用数: 0
h-index: 0
机构:
Kyoto Univ, Res Reactor Inst, Osaka Fu 5900494, JapanHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Xu, Qiu
Zhu, Xiao-Yong
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Zhu, Xiao-Yong
Liu, Jia-Qin
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Ind & Equipment Technol, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Liu, Jia-Qin
Cheng, Ji-Gui
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Cheng, Ji-Gui
Wu, Yu-Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R China
Natl Local Joint Engn Res Ctr Nonferrous Met & Pr, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Ding, Guoyu
Zhang, Xiangru
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Zhang, Xiangru
Yang, Mengting
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Yang, Mengting
Pan, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South AfricaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa
Ekama, G. A.
Wilsenach, J. A.
论文数: 0引用数: 0
h-index: 0
机构:
Virtual Consulting, ZA-0075 Pretoria, South Africa
CSIR, Stellenbosch, Cape, South AfricaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa
Wilsenach, J. A.
Chen, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil Engn, Kowloon, Hong Kong, Peoples R ChinaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Bai, Peng
Chen, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Chen, Xin
Yin, Hang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Yin, Hang
Wang, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
Wang, Jin
Chen, Guang-Hao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Chen, Hong-Yu
Luo, Lai-Ma
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Luo, Lai-Ma
Zan, Xiang
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Zan, Xiang
Xu, Qiu
论文数: 0引用数: 0
h-index: 0
机构:
Kyoto Univ, Res Reactor Inst, Osaka Fu 5900494, JapanHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Xu, Qiu
Zhu, Xiao-Yong
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Zhu, Xiao-Yong
Liu, Jia-Qin
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Ind & Equipment Technol, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Liu, Jia-Qin
Cheng, Ji-Gui
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Cheng, Ji-Gui
Wu, Yu-Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
Lab Nonferrous Met Mat & Proc Engn Anhui Prov, Hefei 230009, Anhui, Peoples R China
Natl Local Joint Engn Res Ctr Nonferrous Met & Pr, Hefei 230009, Anhui, Peoples R ChinaHefei Univ Technol, Sch Mat Sci & Engn, Hefei 230009, Anhui, Peoples R China
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Ding, Guoyu
Zhang, Xiangru
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Zhang, Xiangru
Yang, Mengting
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
Yang, Mengting
Pan, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Environm Engn Program, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South AfricaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa
Ekama, G. A.
Wilsenach, J. A.
论文数: 0引用数: 0
h-index: 0
机构:
Virtual Consulting, ZA-0075 Pretoria, South Africa
CSIR, Stellenbosch, Cape, South AfricaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa
Wilsenach, J. A.
Chen, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil Engn, Kowloon, Hong Kong, Peoples R ChinaUniv Cape Town, Dept Civil Engn, Water Res Grp, ZA-7700 Rondebosch, Cape, South Africa