Afendras G, Markatou M. (2019) Optimality of training/test size and resampling effectiveness in cross-validation. J Stat Plan Infer, 199: 286-301.
Bence K, Andrs S, Szilveszter G. (2019) On-line glucose monitoring by near infrared spectroscopy during the scale up steps of mammalian cell cultivation process development. Bioproc Biosyst Eng, 42 (6): 921-932.
Broderick G A, Kang J H. (1980) Automated simultaneous determination of ammonia and total amino acids in ruminal fluid and in vitro media. J Dairy Sci, 63(1): 64-75.
Cai X, Chen S, Chu J, Zhuang Y P, Zhang S L, Wang H, Liu Y. (2002) The optimization of guanosine fermentation based on process parameter correlation analysis. Acta Microbiologica Sinica, 42(2):232-235.
Cervera A E, Petersen N, Lantz A E, Larsen A, Gernaey K V. (2010) Application of near-infrared spectroscopy for monitoring and control of cell culture and fermentation. Biotechnol Progr, 25(6):1561-1581.
Chen H, Lin Z, Tan C. (2019a) Classification of different animal fibers by near infrared spectroscopy and chemometric models. Microchem J, 144:489-494.
Chen Y, Lin Y M, Tian X W, Li Q H, Chu J. (2019b) Real-time dynamic analysis with low-field nuclear magnetic resonance of residual oil and sophorolipids concentrations in the fermentation process of Starmerella bombicola. J Microbiol Meth, 157: 9-15.
Costa M C A, Morgano M A, Ferreira M M C, Milani R F. (2019) Quantification of mineral composition of Brazilian bee pollen by near infrared spectroscopy and PLS regression. Food Chem, 273:85-90.
Do Nascimento R J A, De Macedo G R, Dos Santos E S. (2017) Real time and in situ near-infrared spectroscopy (NIRS) for quantitative monitoring of biomass, glucose, ethanol and glycerine concentrations in an alcoholic fermentation. Braz J Chem Eng, 34(2): 459-468.
Dong C W, Li J, Wang J J, Liang G Z, Jiang Y W, Yuan H B, Yang Y Q, Meng H W. (2018) Rapid determination by near infrared spectroscopy of theaflavins-to-thearubigins ratio during Congou black tea fermentation process. Spectrochim Acta A, 205:227-234.
Durge A S, Paliwal K V. (1967) Some aspects of ascorbic acid as a reductant in the estimation of phosphorus. Plant Soil, 27(3): 460-462.
Lorena V, Miguel G, Patricia R M. (2015) Monitoring in real time the cytotoxic effect of Clostridium difficile upon the intestinal epithelial cell line HT29. J Microbiol Meth, 119: 66-73.
Navrátil M, Norberg A, Lembrén L, Mandenius C F. (2005) On-line multi-analyzer monitoring of biomass, glucose and acetate for growth rate control of a Vibrio cholerae fed-batch cultivation. J Biotechnol, 115(1):67-79.
Peng R, He, Z F, Gou, T T, Du, J Y, Li, H J. (2019) Detection of parameters in solid state fermentation of Monascus by near infrared spectroscopy. Infrared Phys Techn, 96:244-250.
Pinto A S S, Pereira S C, Ribeiro M P A, Farinas C S. (2015) Monitoring of the cellulosic ethanol fermentation process by near-infrared spectroscopy. Bioresource Technol, 203:334-340.
Puvendran K, Anupama K, Jayaraman G. (2018) Real-time monitoring of hyaluronic acid fermentation by in situ transflectance spectroscopy. Appl Microbiol Biot, 102 (6):2659-2669.
Olarewaju O O, Magwaza L S, Nieuwoudt H, Poblete-Echeverría C, Fawole O A, Tesfay S Z, Opara U L. (2019) Model development for non-destructive determination of rind biochemical properties of ‘Marsh’ grapefruit using visible to near-infrared spectroscopy and chemometrics. Spectrochim Acta A, 209:62-69.
Quintelas C, Mesquita D P, Ferreira E C, Amaral A L. (2018) Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR). Talanta, 75 (5): 1356-1361.
Rehman N U, Ali L, AI-Harrasi A, Mabood F, AI-Broumi M, Khan A L, Husain H, Hussain J, Csuk R. (2018) Quantification of AKBA in Boswellia sacra Using NIRS Coupled with PLSR as an Alternative Method and Cross‐Validation by HPLC. Phytochem Analysis, 29(2): 137-143.
Rodrigues L O, Vieira L, Cardoso J P, Menezes J C. (2008) The use of NIR as a multi-parametric in situ monitoring technique in filamentous fermentation systems. Talanta, 75(5):1356-1361.
Ryan T E, Southern W M, Reynolds M A, McCully K K. (2013) A cross-validation of near-infrared spectroscopy measurements of skeletal muscle oxidative capacity with phosphorus magnetic resonance spectroscopy. J Appl Physiol, 115(12): 1757-1766.
Sandor M, Rudinger F, Solle D, Bienert R, Grimm C, Grop S, Scheper T. (2013) NIR-spectroscopy for bioprocess monitoring & control. BMC Proceedings, 7: 29.
Scarff M, Arrnold S A, Harvey L M, McNeil B. (2007) Near Infrared Spectroscopy for Bioprocess Monitoring and Control: Current Status and Future Trends. Crit Rev Biotechnol, 26(1): 17-39.
Schalk R, Heintz A, Braun F, Iacono G, Radle M, Gretz N, Methner F J, Beuermann T. (2019) Comparison of Raman and Mid-Infrared Spectroscopy for Real-Time Monitoring of Yeast Fermentations: A Proof-of-Concept for Multi-Channel Photometric Sensors. Applied Sciences, 9 (12): 2472.
Svendsen C, Cieplak T, Frans V D B. (2016) Exploring process dynamics by near infrared spectroscopy in lactic fermentations. J Near Infrared Spec, 24(5): 443-451.
Tian X W, Shen Y T, Zhuang Y P, Wei Z, Hang H F, Chu J. (2018) Kinetic analysis of sodium gluconate production by Aspergillus niger with different inlet oxygen concentrations. Bioproc Biosyst Eng, 41 (11):1697-1706.
Tian, XW, Zhou, G, Wang, WF, Zhang, M, Hang, HF, Mohsin, A, Chu, J, Zhuang, YP, Zhang, SL. (2018) Application of 8-parallel micro-bioreactor system with non-invasive optical pH and DO biosensor in high-throughput screening of L-lactic acid producing strain. Bioresources and Bioprocessing, 5. Doi: 10.1186/s40643-018-0207-7.
Wang S, Tamura T, Kyouno N, et al., Rapid detection of quality of Japanese fermented soy sauce using near-infrared spectroscopy. Anal Methods, 2020, 12 (18): 2347-2354.
Wang S Y, Zhang J, Wang C C, Yu X M, Cai W S, Shao X G. (2019) Determination of triglycerides in human serum by near-infrared diffuse reflectance spectroscopy using silver mirror as a substrate. Chinese Chem Lett, 30(1):111-114.
Wang T, Liu T, Wang Z, Tian X, Yang Y, Guo M, Chu J, Zhuang Y. (2016) A rapid and accurate quantification method for real-time dynamic analysis of cellular lipids during microalgal fermentation processes in Chlorella protothecoides with low field nuclear magnetic resonance. J Microbiol Meth, 124,13-20.
Wang X Y. (2019) Strategy for improving L-isoleucine production efficiency in Corynebacterium glutamicum. Appl Microbiol Biot, 107 (5):2101-2111.
Zhang Q, Chen Y, Hong M, Gao Y, Chu J, Zhuang Y P, Zhang S L. (2014). The dynamic regulation of nitrogen and phosphorus in the early phase of fermentation improves the erythromycin production by recombinant Saccharopolyspora erythraea strain. Bioresources and Bioprocessing, 15. Doi: 10.1186/s40643-014-0015-7.
Zhang S L, Chu J, Zhuang Y P. (2004) A Multi-Scale Study of Industrial Fermentation Processes and Their Optimization. Adv Biochem Eng Biot, 87:97-150.
Zhao H T, Pang K Y, Lin W L, Wang Z J, Gao D Q, Guo M J, Zhuang Y P. (2016) Optimization of the n-propanol concentration and feedback control strategy with electronic nose in erythromycin fermentation processes. Process Biochem, 51 (2)：195-203.