Estimating the chemical reaction kinetics of p-xylene oxidation using artificial neural network without traditional kinetic equations

被引:0
|
作者
Key Laboratory of Advanced Control, Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology, Shanghai [1 ]
200237, China
机构
来源
J. Chem. Eng. Jpn. | / 10卷 / 782-787期
关键词
Number:; 21176073; Acronym:; -; Sponsor:;
D O I
暂无
中图分类号
学科分类号
摘要
Neural networks
引用
收藏
相关论文
共 30 条
  • [21] Benchmarking chemical neural ordinary differential equations to obtain reaction network-constrained kinetic models from spectroscopic data
    Puliyanda, Anjana
    Srinivasan, Karthik
    Li, Zukui
    Prasad, Vinay
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 125
  • [22] Modelling the respiration rate of guava (Psidium guajava L.) fruit using enzyme kinetics, chemical kinetics and artificial neural network
    Zhi-Wei Wang
    Hua-Wei Duan
    Chang-Ying Hu
    European Food Research and Technology, 2009, 229 : 495 - 503
  • [23] Modelling the respiration rate of guava (Psidium guajava']java L.) fruit using enzyme kinetics, chemical kinetics and artificial neural network
    Wang, Zhi-Wei
    Duan, Hua-Wei
    Hu, Chang-Ying
    EUROPEAN FOOD RESEARCH AND TECHNOLOGY, 2009, 229 (03) : 495 - 503
  • [24] Estimation of (n,p) reaction cross sections at 14.5 ∓ 0.5 MeV neutron energy by using artificial neural network
    Ozdogan, Hasan
    APPLIED RADIATION AND ISOTOPES, 2021, 170
  • [25] Estimating contaminant source in chemical industry park using UAV-based monitoring platform, artificial neural network and atmospheric dispersion simulation
    Qiu, Sihang
    Chen, Bin
    Wang, Rongxiao
    Zhu, Zhengqiu
    Wang, Yuan
    Qiu, Xiaogang
    RSC ADVANCES, 2017, 7 (63) : 39726 - 39738
  • [26] Recovery of iron from copper slag using jatropha oil as a green reductant: Investigation of pyrolysis analysis, reaction kinetic and artificial neural network model prediction
    Ma, Chaowei
    Tan, Cheng
    Yu, Yong
    Li, Dongfang
    Hu, Jianhang
    Wang, Hua
    FUEL, 2024, 372
  • [27] Comparative assessment on defluoridation of waste water using chemical and bio-reduced graphene oxide: Batch, thermodynamic, kinetics and optimization using response surface methodology and artificial neural network
    Roy, Swapnila
    Manna, Suuendu
    Sengupta, Shubhalakshmi
    Ganguli, Antara
    Goswami, Sudipta
    Das, Papita
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2017, 111 : 221 - 231
  • [28] Artificial neural network assisted kinetic spectrophotometric technique for simultaneous determination of paracetamol and p-aminophenol in pharmaceutical samples using localized surface plasmon resonance band of silver nanoparticles
    Khodaveisi, Javad
    Dadfarnia, Shayessteh
    Shabani, Ali Mohammad Haji
    Moghadam, Masoud Rohani
    Hormozi-Nezhad, Mohammad Reza
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2015, 138 : 474 - 480
  • [29] Kinetic study of MWCNT and MWCNT@P3HT hybrid thermal decomposition under isothermal and non-isothermal conditions using the artificial neural network and isoconversional methods
    Ferreira, Luiza De L.
    Medeiros, Felipe S.
    Araujo, Barbara C. R.
    Gomes, Milton S.
    Rocco, Maria Luiza M.
    Sebastiao, Rita C. O.
    Calado, Hallen D. R.
    THERMOCHIMICA ACTA, 2019, 676 : 145 - 154
  • [30] Discussion of "Estimating Evapotranspiration Using Artificial Neural Network and Minimum Climatological Data" by S. S. Zanetti, E. F. Sousa, V. P. S. Oliveira, F. T. Almeida, and S. Bernardo
    Marti, Pau
    Fuster-Garcia, Elies
    Royuela, Alvaro
    Manzano, Juan
    JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2010, 136 (06) : 440 - 444