Parameter optimization of double-blade normal milk processing and mixing performance based on RSM and BP-GA.
作者： Jiangtao Qi , Wenwen Zhao , Za Kan , Hewei Meng , Yaping Li
DOI: 10.1002/FSN3.1198
关键词:
摘要: … design of normal milk processing and mixing device and … the touch screen and single-chip microcomputer. Configuration … set parameters is: as the stirring paddle speed increases, the …
sci-hub.se 参考文章(23)
Qiong Dai, Jun-Hu Cheng, Da-Wen Sun, Zhiwei Zhu, Hongbin Pu, Prediction of total volatile basic nitrogen contents using wavelet features from visible/near-infrared hyperspectral images of prawn (Metapenaeus ensis). Food Chemistry. ,vol. 197, pp. 257- 265 ,(2016) , 10.1016/J.FOODCHEM.2015.10.073
Keka Sinha, Shamik Chowdhury, Papita Das Saha, Siddhartha Datta, Modeling of microwave-assisted extraction of natural dye from seeds of Bixa orellana (Annatto) using response surface methodology (RSM) and artificial neural network (ANN) Industrial Crops and Products. ,vol. 41, pp. 165- 171 ,(2013) , 10.1016/J.INDCROP.2012.04.004
Josh L. Pilkington, Chris Preston, Rachel L. Gomes, Comparison of response surface methodology (RSM) and artificial neural networks (ANN) towards efficient extraction of artemisinin from Artemisia annua Industrial Crops and Products. ,vol. 58, pp. 15- 24 ,(2014) , 10.1016/J.INDCROP.2014.03.016
Yan-chun Liang, Li-rong Teng, Li-yan Jiang, Yao Wang, Yi-bo Zhang, Wei-liang Guo, Jia-hui Lu, Optimization of fermentation medium for nisin production from Lactococcus lactis subsp. lactis using response surface methodology (RSM) combined with artificial neural network-genetic algorithm (ANN-GA) African Journal of Biotechnology. ,vol. 9, pp. 6264- 6272 ,(2010) , 10.4314/AJB.V9I38
Lembe Samukelo Magwaza, Sónia Inês Messo Naidoo, Sunette M Laurie, Mark D Laing, Hussein Shimelis, None, Development of NIRS models for rapid quantification of protein content in sweetpotato [Ipomoea batatas (L.) LAM.] Lwt - Food Science and Technology. ,vol. 72, pp. 63- 70 ,(2016) , 10.1016/J.LWT.2016.04.032
R Winiczenko, K Górnicki, A Kaleta, M Mańkowska-Janaszek, Optimisation of ANN topology for predicting the rehydrated apple cubes colour change using RSM and GA Neural Computing and Applications. ,vol. 30, pp. 1795- 1809 ,(2018) , 10.1007/S00521-016-2801-Y
Estrella Funes, Yosra Allouche, Gabriel Beltrán, M. Paz Aguliera, Antonio Jiménez, Predictive ANN models for the optimization of extra virgin olive oil clarification by means of vertical centrifugation Journal of Food Process Engineering. ,vol. 41, ,(2018) , 10.1111/JFPE.12593
Chunwang Dong, Hongkai Zhu, Jinjin Wang, Haibo Yuan, Jiewen Zhao, Quansheng Chen, Prediction of black tea fermentation quality indices using NIRS and nonlinear tools. Food Science and Biotechnology. ,vol. 26, pp. 853- 860 ,(2017) , 10.1007/S10068-017-0119-X
Gourhari Ghosh, Prosun Mandal, Subhas Chandra Mondal, Modeling and optimization of surface roughness in keyway milling using ANN, genetic algorithm, and particle swarm optimization The International Journal of Advanced Manufacturing Technology. ,vol. 100, pp. 1223- 1242 ,(2019) , 10.1007/S00170-017-1417-4
R Winiczenko, K Górnicki, A Kaleta, A Martynenko, Janaszek-Mańkowska M, J Trajer, Multi-objective optimization of convective drying of apple cubes Computers and Electronics in Agriculture. ,vol. 145, pp. 341- 348 ,(2018) , 10.1016/J.COMPAG.2018.01.006