TY - EJOU
AU - Bai, Yanling
AU - Liu, Feng
TI - A Control Algorithm for the Optimization of Batch Reactor-Based Processes
T2 - Fluid Dynamics \& Materials Processing
PY - 2019
VL - 15
IS - 4
SN - 1555-2578
AB - Levenberg-Marquardt (LM) algorithm is applied for the optimization of the heat transfer of a batch reactor. The validity of the approach is verified through comparison with experimental results. It is found that the mathematical model can properly describe the heat transfer relationships characterizing the considered system, with the error being kept within ±2°C. Indeed, the difference between the actual measured values and the model calculated value curve is within ±1.5°C, which is in agreement with the model assumptions and demonstrates the reliability and effectiveness of the algorithm applied to the batch reactor heat transfer model. Therefore, the present work provides a theoretical reference for the conversion of practical problems in the field of chemical production into mathematical models.
KW - Batch reactor
KW - LM algorithm
KW - parameter estimation
KW - model
DO - 10.32604/fdmp.2019.07833