title: Optimizing municipal wastewater treatment plants using an improved multi-objective optimization method.
abstract: An improved multi-objective optimization (MOO) model was established and used for simultaneously optimizing the treatment cost and multiple effluent quality indexes (including effluent COD, NH4(+)-N, NO3(-)-N) of a municipal wastewater treatment plant (WWTP). Compared with previous models that were mainly based on the use of fixed decision factors and did not taken into account the treatment cost, this model introduces a relationship model based on back propagation algorithm to determine the set of decision factors according to the expected optimization targets. Thus, a more flexible and precise optimization of the treatment process was allowed. Moreover, a MOO of conflicting objectives (i.e., treatment cost and effluent quality) was achieved. Applying this method, an optimal balance between operating cost and effluent quality of a WWTP can be found. This model may offer a useful tool for optimized design and control of practical WWTPs.
authors.affiliation: School of Earth and Space Sciences, University of Science & Technology of China, Hefei 230026, China.
authors.forename: Rui
authors.initials: R
authors.lastname: Zhang
authors.affiliation: School of Earth and Space Sciences, University of Science & Technology of China, Hefei 230026, China.
authors.forename: Wen-Ming
authors.initials: WM
authors.lastname: Xie
authors.affiliation: Department of Chemistry, University of Science & Technology of China, Hefei 230026, China.
authors.forename: Han-Qing
authors.initials: HQ
authors.lastname: Yu
authors.affiliation: Department of Chemistry, University of Science & Technology of China, Hefei 230026, China. Electronic address: wwli@ustc.edu.cn.
authors.forename: Wen-Wei
authors.initials: WW
authors.lastname: Li
mesh_terms: D002681:China; D002947:Cities; D003198:Computer Simulation; D003365:Costs and Cost Analysis; D060388:Support Vector Machine; D014865:Waste Disposal, Fluid; D062065:Wastewater / Q000737:chemistry*; D018508:Water Purification / Q000191:economics / Q000379:methods*
chemical_list: D062065:Wastewater
keywords: Decision factor; Effluent quality; Multi-objective optimization; Treatment cost; Wastewater treatment plant