Machine learning prediction of fundamental sewage sludge biochar properties based on sludge characteristics and pyrolysis conditions

被引:0
|
作者
Deng, Yizhan [1 ]
Pu, Bing [2 ]
Tang, Xiang [3 ]
Liu, Xuran [4 ]
Tan, Xiaofei [1 ]
Yang, Qi [1 ]
Wang, Dongbo [1 ]
Fan, Changzheng [1 ]
Li, Xiaoming [1 ]
机构
[1] College of Environmental Science and Engineering and Key Laboratory of Environmental Biology and Pollution Control (Ministry of Education), Hunan University, Changsha,410082, China
[2] College of Computer Science and Electronic Engineering, Hunan University, Changsha,410082, China
[3] Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou,350002, China
[4] Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, SAR, Kowloon, China
关键词
Compendex;
D O I
10.1016/j.chemosphere.2024.143812
中图分类号
学科分类号
摘要
Adversarial machine learning
引用
收藏
相关论文
共 50 条
  • [21] Biochar – Recovery Material from Pyrolysis of Sewage Sludge: A Review
    Jakub Racek
    Jan Sevcik
    Tomas Chorazy
    Jiri Kucerik
    Petr Hlavinek
    Waste and Biomass Valorization, 2020, 11 : 3677 - 3709
  • [22] Biochar - Recovery Material from Pyrolysis of Sewage Sludge: A Review
    Racek, Jakub
    Sevcik, Jan
    Chorazy, Tomas
    Kucerik, Jiri
    Hlavinek, Petr
    WASTE AND BIOMASS VALORIZATION, 2020, 11 (07) : 3677 - 3709
  • [23] Influence of pyrolysis temperature on physical and chemical properties of biochar made from sewage sludge
    Yuan, Haoran
    Lu, Tao
    Huang, Hongyu
    Zhao, Dandan
    Kobayashi, Noriyuki
    Chen, Yong
    JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS, 2015, 112 : 284 - 289
  • [24] Upgrading of sewage sludge by low temperature pyrolysis: Biochar fuel properties and combustion behavior
    Chen, Renjie
    Sheng, Qian
    Dai, Xiaohu
    Dong, Bin
    FUEL, 2021, 300
  • [25] On the Pyrolysis of Sewage Sludge: the Influence of Pyrolysis Temperature on Biochar, Liquid and Gas Fractions
    Lu Tao
    Yuan Hao Ran
    Zhou Shun Gui
    Huang Hong Yu
    Noriyuki, Kobayashi
    Chen Yong
    ADVANCES IN ENVIRONMENTAL SCIENCE AND ENGINEERING, PTS 1-6, 2012, 518-523 : 3412 - 3420
  • [26] Experimental Study on the Characteristics of Sewage Sludge Pyrolysis Under The Low Temperature Conditions
    Zhai, YunBo
    Liu, Qiang
    Zeng, GuangMing
    Li, CaiTing
    Yang, Fang
    Li, ShanHong
    ENVIRONMENTAL ENGINEERING SCIENCE, 2008, 25 (08) : 1203 - 1211
  • [27] Application of machine learning in ultrasonic pretreatment of sewage sludge: Prediction and optimization
    Zhang, Jie
    Long, Zeqing
    Ren, Zhijun
    Xu, Weichao
    Sun, Zhi
    Zhao, He
    Zhang, Guangming
    Gao, Wenfang
    ENVIRONMENTAL RESEARCH, 2024, 263
  • [28] Characteristics of advanced anaerobic digestion sludge-based biochar and its application for sewage sludge conditioning
    Chen, Qian
    Fu, Xingmin
    Wang, Jiawei
    Zhao, Yawei
    Wang, Wei
    Memon, Abdul Ghaffar
    Zhang, Huihui
    Wen, Yang
    BIORESOURCE TECHNOLOGY, 2024, 402
  • [29] Leaching characteristics and phytotoxic effects of sewage sludge biochar
    Phoungthong, Khamphe
    Zhang, Hua
    Shao, Li-Ming
    He, Pin-Jing
    JOURNAL OF MATERIAL CYCLES AND WASTE MANAGEMENT, 2018, 20 (04) : 2089 - 2099
  • [30] Micropollutants in biochar produced from sewage sludge: A systematic review on the impact of pyrolysis operating conditions
    Schlederer, Felizitas
    Martin-Herndez, Edgar
    Vaneeckhaute, Celine
    WASTE MANAGEMENT, 2024, 174 : 618 - 629