Multi-Objective Optimization of TETA Blended Amines for Microwave-Regenerated CO2 Capture via RSM and Entropy-Weighted TOPSIS
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials and Instruments
2.2. Single Alkanolamine Reagent Absorption and Desorption Experiments
2.3. Determination of Optimal Formulation Using Response Surface Methodology
2.4. Multi-Objective Optimization via Entropy-Weighted TOPSIS
2.5. Effect of Absorption Temperature on CO2 Absorption Performance
2.6. Effect of Microwave Heating Desorption Temperature on CO2 Desorption from Alkanolamine-Rich Solution
2.7. Effect of Alkanolamine Solution Concentration on CO2 Capture Performance
3. Results and Discussion
3.1. Comparison of Absorption and Desorption Performance of Single Alkanolamine Reagents
3.2. Selection of Compounded Alkanolamine Solution Formulations
3.2.1. RSM Analysis of Absorbed CO2 Mass and CO2 Recovery
3.2.2. Multi-Objective Optimization via Entropy–TOPSIS
3.2.3. Experimental Validation of the Optimal Formulation
3.3. Exploration of Experimental Conditions for CO2 Absorption and Desorption Using Compounded Alkanolamine Solutions
3.3.1. The Effect of Absorption Temperature on CO2 Absorption Capacity
3.3.2. Effect of Desorption Temperature on CO2 Capture by Compounded Alkanolamine Solutions
3.3.3. Effect of Compounded Alkanolamine Solution Concentration on CO2 Absorption and Desorption Performance
3.3.4. Comparison of Microwave Heating and Conventional Heating for CO2 Desorption Performance
3.3.5. Cyclic Performance of the Optimized TETA/DEA/AMP Blend
3.4. Effect of Water Content on CO2 Capture by the Optimal Formulation
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Rochelle, G.T. Amine scrubbing for CO2 capture. Science 2009, 325, 1652–1654. [Google Scholar] [CrossRef] [Scilit]
- Bui, M.; Adjiman, C.S.; Bardow, A.; Anthony, E.J.; Boston, A.; Brown, S.; Fennell, P.S.; Fuss, S.; Galindo, A.; Hackett, L.A.; et al. Carbon capture and storage (CCS): The way forward. Energy Environ. Sci. 2018, 11, 1062–1176. [Google Scholar] [CrossRef] [Scilit]
- MacDowell, N.; Florin, N.; Buchard, A.; Hallett, J.; Galindo, A.; Jackson, G.; Adjiman, C.S.; Williams, C.K.; Shah, N.; Fennell, P. An overview of CO2 capture technologies. Energy Environ. Sci. 2010, 3, 1645–1669. [Google Scholar] [CrossRef] [Scilit]
- Ochedi, F.O.; Yu, J.; Yu, H.; Liu, Y.; Hussain, A. Carbon dioxide capture using liquid absorption methods: A review. Environ. Chem. Lett. 2021, 19, 77–109. [Google Scholar] [CrossRef] [Scilit]
- Guo, C.; Chen, S.; Chen, S.; Zhang, Y. 13C NMR quantification of the absorption and desorption characteristics of monoethanolamine (MEA) with CO2. Chem. Ind. Eng. Prog. 2014, 33, 3101–3106. [Google Scholar]
- Zhang, R.; Zhang, X.; Yang, Q.; Yu, H.; Liang, Z.; Luo, X. Analysis of the reduction of energy cost by using MEA-MDEA-PZ solvent for post-combustion carbon dioxide capture (PCC). Appl. Energy 2017, 205, 1002–1011. [Google Scholar] [CrossRef] [Scilit]
- Shunji, K.; Shen, X.; Yang, W. Investigation of CO2 desorption kinetics in MDEA and MDEA+ DEA rich amine solutions with thermo-gravimetric analysis method. Int. J. Greenh. Gas Control 2020, 95, 102947. [Google Scholar] [CrossRef] [Scilit]
- Rongwong, W.; Jiraratananon, R.; Atchariyawut, S. Experimental study on membrane wetting in gas-liquid membrane contacting process for CO2 absorption by single and mixed absorbents. Sep. Purif. Technol. 2009, 69, 118–125. [Google Scholar] [CrossRef] [Scilit]
- Mandal, B.; Guha, M.; Biswas, A.; Bandyopadhyay, S. Removal of carbon dioxide by absorption in mixed amines: Modelling of absorption in aqueous MDEA/MEA and AMP/MEA solutions. Chem. Eng. Sci. 2001, 56, 6217–6224. [Google Scholar] [CrossRef] [Scilit]
- Du, J.; Yang, W.; Xu, L.; Bei, L.; Lei, S.; Li, W.; Liu, H.; Wang, B.; Sun, L. Review on post-combustion CO2 capture by amine blended solvents and aqueous ammonia. Chem. Eng. J. 2024, 488, 150954. [Google Scholar] [CrossRef] [Scilit]
- Fischer, C.D.; Mussati, M.C.; Morosuk, T.; Mussati, S. Optimization of hybrid CO2 capture processes. Energy 2025, 330, 136724. [Google Scholar] [CrossRef] [Scilit]
- Liu, H.; Liu, R.; Bhatti, A.H.; Waris, M.; Zhang, Q.; Niu, Y.; Barzagli, F.; Xiao, R.; Li, C.; Zhang, R. CO2 absorption behavior in dual-amine blends of primary and tertiary amine: Machine learning, NMR analysis, and performance evaluation. Chem. Eng. Sci. 2025, 316, 121947. [Google Scholar] [CrossRef] [Scilit]
- He, X.; He, H.; Barzagli, F.; Amer, M.W.; Li, C.; Zhang, R. Analysis of the energy consumption in solvent regeneration processes using binary amine blends for CO2 capture. Energy 2023, 270, 126903. [Google Scholar] [CrossRef] [Scilit]
- Conway, W.; Bruggink, S.; Beyad, Y.; Luo, W.; Melián-Cabrera, I.; Puxty, G.; Feron, P. CO2 absorption into aqueous amine blended solutions containing monoethanolamine (MEA), N,N-dimethylethanolamine (DMEA), N,N-diethylethanolamine (DEEA) and 2-amino-2-methyl-1-propanol (AMP) for post-combustion capture processes. Chem. Eng. Sci. 2015, 126, 446–454. [Google Scholar] [CrossRef] [Scilit]
- Chen, P.-C.; Jhuang, J.-H.; Wu, T.-W.; Yang, C.-Y.; Wang, K.-Y.; Chen, C.-M. Capture of CO2 Using Mixed Amines and Solvent Regeneration in a Lab-Scale Continuous Bubble-Column Scrubber. Appl. Sci. 2023, 13, 7321. [Google Scholar] [CrossRef] [Scilit]
- Jensen, W.A. Response Surface Methodology: Process and Product Optimization Using Designed Experiments 4th edition. J. Qual. Technol. 2017, 49, 186–188. [Google Scholar] [CrossRef] [Scilit]
- Gunst, R.F. Response Surface Methodology: Process and Product Optimization Using Designed Experiments. Technometrics 1996, 38, 284–286. [Google Scholar] [CrossRef] [Scilit]
- Hamze, H.; Akia, M.; Yazdani, F. Optimization of biodiesel production from the waste cooking oil using response surface methodology. Process Saf. Environ. Prot. 2015, 94, 1–10. [Google Scholar] [CrossRef] [Scilit]
- Helene, L.; Dominique, P.; Pierre-Louis, C. New Amines for CO2 Capture. II. Oxidative Degradation Mechanisms. Ind. Eng. Chem. Res. 2009, 48, 9068–9075. [Google Scholar] [CrossRef] [Scilit]
- Pietrogrande, M.C.; Bacco, D. GC-MS analysis of water-soluble organics in atmospheric aerosol: Response surface methodology for optimizing silyl-derivatization for simultaneous analysis of carboxylic acids and sugars. Anal. Chim. Acta 2011, 689, 257–264. [Google Scholar] [CrossRef] [Scilit]
- Barzagli, F.; Lai, S.; Mani, F. CO2 Capture by Liquid Solvents and their Regeneration by Thermal Decomposition of the Solid Carbonated Derivatives. Chem. Eng. Technol. 2013, 36, 1847–1852. [Google Scholar] [CrossRef] [Scilit]
- Ramamoorthy, S.V.; Balraj, A. Development of an empirical model for microwave assisted CO2 stripping/solvent recovery. In Chemical Product and Process Modeling; De gruyter: Berlin, Germany, 2025. [Google Scholar] [CrossRef] [Scilit]
- Rehemituli, R.; Zhang, Z.; Yang, X.; Yang, F.; Liu, Y.; Hou, J. Research on CO2 Desorption Using Microwave-Assisted Novel Blended Alkanolamine Formulations. Processes 2024, 12, 2547. [Google Scholar] [CrossRef] [Scilit]
- Pu, Z.; Yuan, J.; Gao, J. Microwave-assisted carbon capture and conversion: Materials synthesis, CO2 regeneration and catalysis. J. Environ. Chem. Eng. 2025, 13, 119884. [Google Scholar] [CrossRef] [Scilit]
- Strobel, M.; Erguvan, M.; Amini, S. Microwave-assisted CO2 capture: Adsorption and regeneration performance in monolithic and fluidized bed reactors with zeolite 13X. J. Environ. Chem. Eng. 2025, 13, 117395. [Google Scholar] [CrossRef] [Scilit]
- Bougie, F.; Pokras, D.; Fan, X. Novel non-aqueous MEA solutions for CO2 capture. Int. J. Greenh. Gas Control 2019, 86, 34–42. [Google Scholar] [CrossRef] [Scilit]
- Chowdhury, F.A.; Yamada, H.; Higashii, T.; Goto, K.; Onoda, M. CO2 Capture by Tertiary Amine Absorbents: A Performance Comparison Study. Ind. Eng. Chem. Res. 2013, 52, 8323–8331. [Google Scholar] [CrossRef] [Scilit]
- Pandey, M.; Mondal, M.K. CO2 Absorption–Desorption in Triamines Blend: Equilibrium Studies, 13CNMR Speciation, and Regeneration Energy Profiling. Energy Fuels 2025, 39, 22543–22562. [Google Scholar] [CrossRef] [Scilit]
- Puxty, G.; Rowland, R.; Allport, A.; Yang, Q.; Bown, M.; Burns, R.; Maeder, M.; Attalla, M. Carbon dioxide postcombustion capture: A novel screening study of the carbon dioxide absorption performance of 76 amines. Environ. Sci. Technol. 2009, 43, 6427–6433. [Google Scholar] [CrossRef] [Scilit]
- Schäffer, A.; Brechtel, K.; Scheffknecht, G. Comparative study on differently concentrated aqueous solutions of MEA and TETA for CO2 capture from flue gases. Fuel 2012, 101, 148–153. [Google Scholar] [CrossRef] [Scilit]
- Wang, R.; Li, D.F.; Liang, D.T. Modeling of CO2 capture by three typical amine solutions in hollow fiber membrane contactors. Chem. Eng. Process. Process Intensif. 2004, 43, 849–856. [Google Scholar] [CrossRef] [Scilit]
- Liu, F.; Jing, G.; Zhou, X.; Lv, B.; Zhou, Z. Performance and Mechanisms of Triethylene Tetramine (TETA) and 2-Amino-2-methyl-1-propanol (AMP) in Aqueous and Nonaqueous Solutions for CO2 Capture. ACS Sustain. Chem. Eng. 2018, 6, 1352–1361. [Google Scholar] [CrossRef] [Scilit]
- Box, G.E.P.; Behnken, D.W. Some New Three Level Designs for the Study of Quantitative Variables. Technometrics 1960, 2, 455–475. [Google Scholar] [CrossRef]
- Hwang, C.-L.; Yoon, K. Multiple Attribute Decision Making: Methods and Applications A State-of-the-Art Survey; Springer: Berlin, Germany, 1981. [Google Scholar] [CrossRef] [Scilit]
- Saeed, I.M.; Si Ali, B.; Jan, B.M.; Basirun, W.J.; Mazari, S.A.; Birima, I.A.O. Thermal degradation of diethanolamine at stripper condition for CO2 capture: Product types and reaction mechanisms. Chin. J. Chem. Eng. 2019, 27, 2900–2908. [Google Scholar] [CrossRef] [Scilit]
- Wang, T.; Jens, K.-J. A study of oxidative degradation of AMP for post-combustion CO2 capture. Energy Procedia 2012, 23, 102–110. [Google Scholar] [CrossRef] [Scilit]
- Tataru-Farmus, R.E.; Harja, M.; Tonucci, L.; Coccia, F.; Ciulla, M.; Lazar, L.; Soreanu, G.; Cretescu, I. Green CO2 Capture from Flue Gas Using Potassium Carbonate Solutions Promoted with Amino Acid Salts. Clean Technol. 2025, 7, 99. [Google Scholar] [CrossRef] [Scilit]
- Kim, H.; Hwang, S.J.; Lee, K.S. Novel Shortcut Estimation Method for Regeneration Energy of Amine Solvents in an Absorption-Based Carbon Capture Process. Environ. Sci. Technol. 2015, 49, 1478–1485. [Google Scholar] [CrossRef] [Scilit]












| Factor | Low Level | Center Level | High Level |
|---|---|---|---|
| TETA | 2 | 4 | 6 |
| DEA | 1 | 3 | 5 |
| AMP | 1 | 2 | 3 |
| Response | Model p-Value | Lack-of-Fit p-Value | R2 | Adjusted R2 | Predicted R2 |
|---|---|---|---|---|---|
| Absorbed CO2 mass | 0.0003 | 0.4007 | 0.9171 | 0.8526 | 0.7573 |
| CO2 recovery | 0.0135 | 0.2862 | 0.7992 | 0.6430 | 0.6079 |
| Expt. No. | TETA (A) | DEA (B) | AMP (C) | Absorption CO2 Mass (Y1)/g | Recovery (Y2)/% |
|---|---|---|---|---|---|
| 1 | 6 | 1 | 2 | 2.86 | 93.56 |
| 2 | 4 | 1 | 1 | 2.88 | 69.41 |
| 3 | 2 | 5 | 2 | 2.06 | 90.56 |
| 4 | 6 | 3 | 1 | 2.74 | 84.72 |
| 5 | 2 | 3 | 3 | 2.18 | 88.15 |
| 6 | 4 | 3 | 2 | 2.48 | 76.37 |
| 7 | 4 | 3 | 2 | 2.52 | 71.25 |
| Expt. No. | Ratio (A:B:C) | Distance to Ideal (SP+) | Distance to Negative Ideal (SP−) | Relative Closeness (RCi) | Rank |
|---|---|---|---|---|---|
| 1 | 6:1:2 | 0.0032 | 0.8951 | 0.9964 | 1 |
| 4 | 6:3:1 | 0.0421 | 0.8215 | 0.9508 | 2 |
| 3 | 2:5:2 | 0.1053 | 0.7632 | 0.8784 | 3 |
| 5 | 2:3:3 | 0.2185 | 0.6927 | 0.7598 | 4 |
| 6 | 4:3:2 | 0.3876 | 0.5843 | 0.6012 | 5 |
| 7 | 4:3:2 | 0.4129 | 0.5517 | 0.5713 | 6 |
| 2 | 4:1:1 | 0.7924 | 0.6113 | 0.4352 | 7 |
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Rehemituli, R.; Liu, Q.; Wang, X.; Wang, J.; Zhang, Z.; Liu, Y.; Hou, J. Multi-Objective Optimization of TETA Blended Amines for Microwave-Regenerated CO2 Capture via RSM and Entropy-Weighted TOPSIS. Separations 2026, 13, 242. https://doi.org/10.3390/separations13090242
Rehemituli R, Liu Q, Wang X, Wang J, Zhang Z, Liu Y, Hou J. Multi-Objective Optimization of TETA Blended Amines for Microwave-Regenerated CO2 Capture via RSM and Entropy-Weighted TOPSIS. Separations. 2026; 13(9):242. https://doi.org/10.3390/separations13090242
Chicago/Turabian StyleRehemituli, Rezeye, Qiaoyu Liu, Xinyue Wang, Jingmao Wang, Ziheng Zhang, Yansheng Liu, and Junwei Hou. 2026. "Multi-Objective Optimization of TETA Blended Amines for Microwave-Regenerated CO2 Capture via RSM and Entropy-Weighted TOPSIS" Separations 13, no. 9: 242. https://doi.org/10.3390/separations13090242
APA StyleRehemituli, R., Liu, Q., Wang, X., Wang, J., Zhang, Z., Liu, Y., & Hou, J. (2026). Multi-Objective Optimization of TETA Blended Amines for Microwave-Regenerated CO2 Capture via RSM and Entropy-Weighted TOPSIS. Separations, 13(9), 242. https://doi.org/10.3390/separations13090242
