文档介绍：Back propagation work (BPNN) simulation
model and influence of operational parameters on
hydrogen bio-production through integrative biological
reactor (IBR) treating wastewater
Yue Shi, Guo-sheng Gai, Xiu-tao Zhao, Jun-jun Zhu, Peng Zhang
College of Power & Energy Engineering,
Harbin Engineering University
Nan tong Street 145#,Harbin, Hei Long-jiang province, China;
e-mail: realshiyue@
Abstract—The bio-hydrogen producing process plex process. Therefore, ANNs have gained an increasing
interactions; thus, constructing a detailed mechanistic model consideration in wastewater treatment and biogas production
and proper control architecture is difficult. Artificial neural modeling and control [9-13]. Hamed et al. [14]modeled
networks (ANNs) are capable of inferring plex
relationships between input and output process variables the effluent biochemical oxygen demand (BOD) and
without a detailed characterization of the mechanisms suspended solids (SS) concentration at a major wastewater
governing the process. This work presented a novel ANN that treatment plant using two ANNs. Aguado et al. [15]utilized
accurately predicts the steady-state performance of bioreactors ANNs as a software sensor for inferring wastewater quality
for the bio-hydrogen producing processes. In this experiment, parameters such as effluent chemical oxygen demand
produ