Nonlinear modelling of chaotic dynamics in a circulating fluidized bed by an artificial neutral network

Journal of Chemical Engineering of Japan

Volumn 34, Issue 2, 2001, Pages 107-113

  Nakajima, Yoshimitsu ^a   Kikuchi, Ryuji ^a   Kuramoto, Koji ^a   Tsutsumi, Atsushi ^a   Otawara, Kentaro ^b  

^a UNIVERSITY OF TOKYO   (Japan)

^b KUREHA CORPORATION   (Japan)

Author keywords

Artificial neutral network; Chaos analysis; Circulating fluidized bed; Hurst analysis; Pressure fluctuation

Indexed keywords

CHAOS THEORY; FLUIDIZED BEDS; ITERATIVE METHODS; NONLINEAR SYSTEMS;

ARTIFICIAL NEURAL NETWORK (ANN);

CHEMICAL ENGINEERING;

CHAOS; DYNAMICS; FLUIDIZED BED; NEURAL NETWORK; PRESSURE FLUCTUATION;

EID: 0035244565     PISSN: 00219592     EISSN: None     Source Type: Journal    
DOI: 10.1252/jcej.34.107     Document Type: Article

References (11)

1. Evaluation of gas-solids mixing chamber through cross correlation and Hurst's analysis
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5. Chaotic behavior of gas-solids flow in the riser of a laboratory-scale circulating fluidized bed
6. Chaotic characteristics of local voidage fluctuation in a circulating fluidized bed
7. An neural network as a model for chaotic behavior of a three-phase fluidized bed
8. A hybrid neural network-first principles approach to process modelling
9. Estimation of the dimension of a noisy attractor
10. Maximum-likelihood estimation of the entropy of an attractor
11. Estimating fractal dimension