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Solís-Pérez J, Hernández J, Parrales A, Gómez-Aguilar J, Huicochea A. Artificial neural networks with conformable transfer function for improving the performance in thermal and environmental processes. Neural Netw 2022; 152:44-56. [DOI: 10.1016/j.neunet.2022.04.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 03/19/2022] [Accepted: 04/14/2022] [Indexed: 10/18/2022]
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Nguyen HT, Pham HK, Nguyen VA, Mai TT, Le HTT, Hoang TTB. Copper Recovery from Printed Circuit Boards Waste Sludge: Multi-step Current Electrolysis and Modeling. J ELECTROCHEM SCI TE 2022. [DOI: 10.33961/jecst.2021.00815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Millán-Ocampo D, Porcayo-Calderón J, Álvarez-Gallegos A, Solís-Pérez J, Hernández-Pérez J, Silva-Martínez S. Electrochemical deposition of copper using a modified electrode with polyaniline film: Experimental analysis and ANN-based prediction. J Taiwan Inst Chem Eng 2021. [DOI: 10.1016/j.jtice.2021.05.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Liu Y, Deng YY, Zhang Q, Liu H. Overview of recent developments of resource recovery from wastewater via electrochemistry-based technologies. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 757:143901. [PMID: 33310303 DOI: 10.1016/j.scitotenv.2020.143901] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/05/2020] [Accepted: 11/17/2020] [Indexed: 06/12/2023]
Abstract
As the rapid increase of the worldwide population, recovering valuable resources from wastewater have attracted more and more attention by governments and academia. Electrochemical technologies have been extensively investigated over the past three decades to purify wastewater. However, the application of these technologies for resource recovery from wastewater has just attracted limited attention. In this review, the recent (2010-2020) electrochemical technologies for resource recovery from wastewater are summarized and discussed for the first time. Fundamentals of typical electrochemical technologies are firstly summarized and analyzed, followed by the specific examples of electrochemical resource recovery technologies for different purposes. Based on the fundamentals of electrochemical reactions and without the addition of chemical agents, metallic ions, nutrients, sulfur, hydrogen and chemical compounds can be effectively recovered by means of electrochemical reduction, electrochemical induced precipitation, electrochemical stripping, electrochemical oxidation and membrane-based electrochemical processes, etc. Pros and cons of each electrochemical technology in practical applications are discussed and analyzed. Single-step electrochemical process seems ineffectively to recover valuable resources from the wastewater with complicated constituents. Multiple-step processes or integrated with biological and membrane-based technologies are essential to improve the performance and purity of products. Consequently, this review attempts to offer in-depth insights into the developments of next-generation of electrochemical technologies to minimize energy consumption, boost recovery efficiency and realize the commercial application.
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Affiliation(s)
- Yuan Liu
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; Key Laboratory of Reservoir Aquatic Environment, Chinese Academy of Sciences, Chongqing 400714, China.
| | - Ying-Ying Deng
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; Key Laboratory of Reservoir Aquatic Environment, Chinese Academy of Sciences, Chongqing 400714, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Qi Zhang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; Key Laboratory of Reservoir Aquatic Environment, Chinese Academy of Sciences, Chongqing 400714, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hong Liu
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China; Key Laboratory of Reservoir Aquatic Environment, Chinese Academy of Sciences, Chongqing 400714, China
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Chang Y, Deng L, Meng X, Zhang W, Wang C, Wang Y, Zhao S, Lin L, Crittenden JC. Closed-Loop Electrochemical Recycling of Spent Copper(II) from Etchant Wastewater Using a Carbon Nanotube Modified Graphite Felt Anode. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:5940-5948. [PMID: 29660978 DOI: 10.1021/acs.est.7b06298] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Developing effective technologies for treatment of spent etchant in printed circuit boards industries is of paramount for sustainable copper reuse and reducing copper discharge. We developed a novel closed-loop electrochemical cell for on-site regeneration of spent acidic cupric chloride etchant. It does not have any emissions and recycles all the copper using a three-dimensional graphite felt anode decorated with carbon nanotube (CNT/GF). The CNT/GF anode oxidizes Cu(I) to Cu(II) so that the spent cuprous chloride can be converted to cupric chloride and reused. The decorated CNT layer with abundant oxygen-containing functional groups significantly enhanced the electrocatalytic activity for Cu(II)/Cu(I) redox. The CuCl32- is oxidized to CuCl+ at the anode and the CuCl+ is reduced to Cu(0) at the cathode. The closed-loop cycle system converts the catholyte into the anolyte. On average, the energy consumption of Cu(I) oxidation by CNT/GF is decreased by 12%, comparing to that by untreated graphite felt. The oxidation rate of Cu(I) is determined by the current density, and there is no delay for the mass transport of Cu(I). This study highlights the outstanding electrocatalytic performance, the rapid mass-transfer kinetics, and the excellent stability of the CNT/GF electrode, and provides an energy-efficient and zero-emission strategy for the regeneration of etchant waste.
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Affiliation(s)
- Yan Chang
- State Key Laboratory of Chemical Engineering, Co-Innovation Center of Chemical Science and Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology and School of Chemical Engineering and Technology , Tianjin University , Tianjin 300350 , China
| | - Lin Deng
- Brook Byer Institute for Sustainable Systems and School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
- Key Laboratory of Building Safety and Energy Efficiency and Department of Water Engineering and Science, College of Civil Engineering , Hunan University , Changsha 410082 , China
| | - Xiaoyang Meng
- Brook Byer Institute for Sustainable Systems and School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Wen Zhang
- State Key Laboratory of Chemical Engineering, Co-Innovation Center of Chemical Science and Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology and School of Chemical Engineering and Technology , Tianjin University , Tianjin 300350 , China
- Brook Byer Institute for Sustainable Systems and School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Chunzhen Wang
- State Key Laboratory of Chemical Engineering, Co-Innovation Center of Chemical Science and Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology and School of Chemical Engineering and Technology , Tianjin University , Tianjin 300350 , China
| | - Yuxin Wang
- State Key Laboratory of Chemical Engineering, Co-Innovation Center of Chemical Science and Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology and School of Chemical Engineering and Technology , Tianjin University , Tianjin 300350 , China
| | - Song Zhao
- State Key Laboratory of Chemical Engineering, Co-Innovation Center of Chemical Science and Engineering, Tianjin Key Laboratory of Membrane Science and Desalination Technology and School of Chemical Engineering and Technology , Tianjin University , Tianjin 300350 , China
| | - Li Lin
- Brook Byer Institute for Sustainable Systems and School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
- Basin Water Environmental Research Department , Changjiang River Scientific Research Institute , Wuhan 430010 , China
| | - John C Crittenden
- Brook Byer Institute for Sustainable Systems and School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
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