| 研究生: |
陳致融 Chen, Chih-Jung |
|---|---|
| 論文名稱: |
挾帶床氣化爐中煤炭及生質物氣化之數值模擬及最佳化 Numerical Simulation and Optimization of Coal and Biomass Gasification in an Entrained-bed Gasifier |
| 指導教授: |
洪振益
Hung, Chen-I |
| 學位類別: |
博士 Doctor |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2013 |
| 畢業學年度: | 101 |
| 語文別: | 中文 |
| 論文頁數: | 144 |
| 中文關鍵詞: | 氣化 、淨煤技術 、田口方法 、挾帶床式氣化爐 、FLUENT 、冷氣效率 |
| 外文關鍵詞: | Gasification, Clean coal technology, Taguchi method, Entrained-flow gasifier, FLUENT, Coal gas efficiency |
| 相關次數: | 點閱:102 下載:1 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
對於淨煤技術的發展當中,氣化是一個重要的關鍵技術,而氣化技術也可應用在煤炭之外的物質,生質物是現今世界上相當重要的再生能源,而生質物就可以和煤炭一起當混合進料應用於氣化技術當中,此稱之為共氣化技術,因此,本研究之目的是尋求適當的氣化操作過程,而本研究發展了一個數值模擬方法來預報挾帶床式氣化爐的氣化過程,著重點在於氣化爐噴口形式對於合成氣產量之影響,蒸氣及煤炭的比例也被考慮為氫氣產量的影響因素,當氧氣從中央進口噴入,煤炭從中間環型入口噴入時,可獲得較佳的氣化結果,其中碳轉化率及冷氣效率各為89及72%,而增加蒸氣雖會降低碳轉化率但會增加冷氣效率。
對於不同進料的氣化結果,其顯示出不論是使用竹子、培燒後的竹子、或是煤炭而言,氣化的碳轉化率都高於90%以上,而竹子的冷氣效率較低,主因為竹子的熱值較低,而當竹子經過培燒處理後,其氣化結果會被改善並類似於煤炭氣化的結果,而對於三種進料的最佳氧燃比為0.9、0.7、0.7,對應的當量比分別為為0.692、0.434、0.357。
而另一方面,由於氣化是一個複雜的熱傳導過程,氣化的結果會被許多因素所影響,因此,本研究另加入使用田口方法來對氣化過程進行最佳化設計。而研究結果顯示最佳化的條件為壁溫1500K,氧燃比為0.6,進料種類為煤炭以及氣化爐壓力為3Mpa;而各個變因對於氣化結果的影響強度為進料>氧燃比>壁溫>壓力,最佳化配置的的訊號雜訊比為13.40,此結果優於其餘所有的實驗配比。
模擬結果顯示本研究所開發之數值計算方法能準確提供合成氣的產量預測,對於氣化爐的入口外型設計則是建議氧氣從中央入口噴入,而煤炭從環型入口噴入,研究顯示本噴口設計可獲得最佳之氣化結果,而田口方法的結果顯示田口方法能夠有效的應用於氣化過程的最佳化設計。
Gasification plays an important role in the development of clean coal technology. In addition, not only coal but also other materials can be employed as feedstocks in gasification. Biomass is an important source of renewable energy in the world. It can also be gasified with coal through co-gasification. Therefore, the objective of this study is to seek appropriate operations for gasification process, the present study develops a numerical method to predict coal gasification phenomena in an entrained-flow gasifier. Particular emphasis is placed on the influence of injection pattern upon synthesis gas (syngas) production. The parameter of steam/coal ratio is also taken into account to evaluate its impact on hydrogen generation. With oxygen injected from the center inlet and coal from the middle ring inlet of the reactor, the operating pattern gives the best performance of coal gasification where the carbon conversion (CC) and coal gas efficiency (CGE) are 89 and 72%, respectively. Increasing steam into the reactor reduces CC and less CO is generated.
For the results of gasaification by different feeds, the obtained results suggest that in all cases, the carbon conversions of the three fuels are higher than 90%. However, the cold gasification efficiency for raw bamboo is low, mainly due to the relatively lower calorific value of the material. In the case of the torrefied bamboo fuel, the gasification performance is enhanced significantly and is quite similar to the coal gasification under the same conditions. It appears that the optimum oxygen-to-fuel mass flow ratios for the gasification of raw bamboo, torrefied bamboo, and coal are 0.9, 0.7, and 0.7, and their equivalence ratios are 0.692, 0.434, and 0.357, respectively.
On the other hand, Gasification is a very complex thermal conversion process. The result of gasification is influenced by many factors. Hence, the present study was conducted to optimize the gasification process in an entrained-flow gasifier through the application of the Taguchi method. Results suggest that the optimum conditions are a wall temperature of 1500 K, an O/F ratio of 0.6, coal feed type and a gasifier pressure of 3 MPa. The influence strength order of each control condition is feed type>O/F ratio>wall temperature>pressure. The value of the S/N ratio for the optimum case is 13.40, which is the highest value compared to other cases.
The simulations suggest that the developed numerical method is able to provide an accurate prediction on syngas formation. With oxygen injected from the center inlet and coal from the middle ring inlet of the reactor, the operating pattern gives the best performance of coal gasification. Analysis of the Taguchi method was used to evaluate the calculation results. Results show that the Taguchi method is able to investigate the gasification process well.
1. Adu-Gyamfi N., Ravella S.R., Hobbs P.J., "Optimizing anaerobic digestion by selection of the immobilizing surface for enhanced methane production," Bioresource Technology, vol. 120, pp.248-255, 2012.
2. Ahmed I.I., Gupta A.K., "Sugarcane bagasse gasification: Global reaction mechanism of syngas evolution," Applied Energy, vol. 91, pp.75-81, 2012.
3. Aigner I., Pfeifer C., Hofbauer H., "Co-gasification of coal and wood in a dual fluidized bed gasifier," Fuel, vol. 90, pp.2404-2412, 2011.
4. Arias B., Pevida C., Fermoso J., Plaza M.G., Rubiera F., Pis J.J., "Influence of torrefaction on the grindability and reactivity of woody biomass," Fuel Processing Technology, vol. 89, pp.169-175, 2008.
5. BP., Statistical Review of World Energy, 2012.
6. Brown B.W., Smoot L.D., Smith P.J., Hedman P.O., "Measurement and prediction of entrained-flow gasification process," AIChE Journal, vol. 34, pp.435-446, 1988.
7. Chary G.H.V.C., Dastidar M.G., "Investigation of optimum conditions in coal-oil agglomeration using Taguchi experimental design," Fuel, vol. 98, pp.259-264, 2012.
8. Chen C., Horio M., Kojima T., "Numerical simulation of entrained flow coal gasifier. Part I: modeling of coal gasification in an entrained flow gasifier," Chemical Engineering Science, vol. 55, pp.3861-3874, 2000a.
9. Chen C., Horio M., Kojima T., "Numerical simulation of entrained flow coal gasifier. Part II: effects of operating conditions on gasifier performance," Chemical Engineering Science, vol. 55, pp.3875-3883, 2000b.
10. Chen W.H., "A simplified model of predicting coal reaction in a partial oxidation environment," International Communications in Heat and Mass Transfer, vol. 34, pp.623-629, 2007.
11. Chen W.H., Chen J.C., Tsai C.D., Du S.W., "Experimental study of coal pyrolysis and gasification in association with syngas combustion," Journal of Mechanics, vol. 23-4, pp.319-328, 2007a.
12. Chen W.H., Chen J.C., Tsai C.D., Jiang T.L., "Transient gasification and syngas formation from coal particles in a fixed-bed reactor," International Journal of Energy Research, vol. 31, pp.895-911, 2007b.
13. Chen W.H., Du S.W., Yang J.H., "Volatile release and particle formation characteristics of injected pulverized coal in blast furnace," Energy Conversion and Managemen, vol. 48, pp.2025-2033, 2007c.
14. Chen W.H., Wu J.S., "An evaluation on rice husk and pulverized coal blends using a drop tube furnace and a thermogravimetric analyzer for application to a blast furnace," Energy, vol. 34, pp.1458-1466, 2009.
15. Chen W.H., Cheng W.Y., Lu K.M., Huang Y.P., "An evaluation on improvement of pulverized biomass property for solid fuel through torrefaction," Applied Energy, vol. 88, pp.3636-3644, 2011a.
16. Chen W.H., Hsu H.C., Lu K.M., Lee W.J., Lin T.C., "Thermal pretreatment of wood (Lauan) block by torrefaction and its influence on the properties of the biomass," Energy, vol. 36, pp.3012-3021, 2011b.
17. Chen W.H., Kuo P.C., "Isothermal torrefaction kinetics of hemicellulose, cellulose, lignin and xylan using thermogravimetric analysis," Energy, vol. 36, pp.6451-6460, 2011.
18. Chen W.H., Du S.W., Tsai C.H., Wang Z.Y., "Torrefied biomasses in a drop tube furnace to evaluate their utility in blast furnaces," Bioresource Technology, vol. 111, pp.433-438, 2012a.
19. Chen W.H., Lu K.M., Tsai C.M., "An experimental analysis on property and structure variations of agricultural wastes undergoing torrefaction," Applied Energy, vol. 100, pp.318-325, 2012b.
20. Chmielniak T., Sciazko M., "Co-gasification of biomass and coal for methanol synthesis," Applied Energy, vol. 74, pp.393-403, 2003.
21. Choi Y.C., Li X.Y., Park T.J., Kim J.H., Lee J.G., "Numerical study on the coal gasification characteristics in an entrained flow coal gasifier," Fuel, vol. 80, pp.2193-2201, 2001.
22. Chou C.S., Ho C.Y., Huang C.I., "The optimum conditions for combination of magnetic particles driven by a rotating magnetic field using the Taguchi method," Advanced Powder Technology, vol. 20, pp.55-61, 2009.
23. Cormos C.C., "Hydrogen and power co-generation based on coal and biomass/solid wastes co-gasification with carbon capture and storage," International Journal of Hydrogen Energy, vol. 37, pp.5637-5648, 2012.
24. Couhert C., Salvador S., Commandre J.M., "Impact of torrefaction on syngas production from wood," Fuel, vol. 88, pp.2286-2290, 2009.
25. Deng J., Wang G.J., Kuang J.H., Zhang Y.L., Luo Y.H., "Pretreatment of agricultural residues for co-gasification via torrefaction," Journal of Analytical and Applied Pyrolysis, vol. 86, pp.331-337, 2009.
26. Dingal S., Pradhan T.R., Sarin Sundar J.K., Roy Choudhury A., Roy S.K., "The application of Taguchi’s method in the experimental investigation of the laser sintering process," The International Journal of Advanced Manufacturing Technology, vol. 38, pp.904-914, 2008.
27. Du S.W., Chen W.H., "Numerical simulation and practical improvement of pulverized coal combustion in blast furnace," International Communications in Heat and Mass Transfer, vol. 33, pp.327-334, 2006.
28. Du S.W., Chen W.H., Lucas J., "Performance of pulverized coal injection in blowpipe and tuyere at various operational conditions," Energy Conversion and Management, vol. 48, pp.2069-2076, 2007.
29. Du S.W., Chen W.H., Lucas J.A., "Pulverized coal burnout in blast furnace simulated by a drop tube furnace," Energy, vol. 35, pp.576-581, 2010.
30. Duncan A., Pollard A., Fellouah H., "Torrefied spherical biomass pellets through the use of experimental design," Applied Energy, vol. 101, pp.237-243, 2013.
31. Escobar J., Lora E., Venturini O., Yanez E., Castillo E., Almazan O., "Biofuels:environment, technology and food security," Renewable & Sustainable Energy Reviews, vol. 13, pp.1275-1287, 2009.
32. Felfri F.F., Luengo C.A., Suarez J.A., Beaton P.A., "Wood briquette torrefaction," Energy for Sustainable Development, vol. 9, pp.19-22, 2005.
33. Fermoso J., Arias B., Plaza M.G., Pevida C., Pis J.J., Rubiera F., "Co-gasification of different rank coals with biomass and petroleum coke in a high-pressure reactor for H2-rich Gas production," Bioresource Technology, vol. 101, pp.3230-3235, 2010.
34. Gasafi E., Meyer L., Schebek L., "Exergetic efficiency and options for improving sewage sludge gasification in supercritical water," International Journal of Energy Research, vol. 31, pp.3463-63, 2007.
35. Giuffrida A., Romano C.M., Lozza G., "Thermodynamic analysis of air-blown gasification for IGCC applications," Applied Energy, vol. 88, pp.3949-3958, 2011.
36. Govind R., Shah J., "Modeling and simulation of an entrained flow coal gasifier," AIChE Journal, vol. 30, pp.79-92, 1984.
37. Guo Q., Liang Q., Ni J., Xu S., Yu G., Yu Z., "Markov chain model of residence time distribution in a new type entrained-flow gasifier," Chemical Engineering and Processing, vol. 47, pp.2061-2065, 2008.
38. Grobl T., Walter H., Haider M., "Biomass steam gasification for production of SNG-Process design and sensitivity analysis," Applied Energy, vol. 97, pp.451-461, 2012.
39. Higman C., van der Burgt M., Gasification, Gulf Professional Publishers, USA, 2003.
40. Hoffmann B.S., Szklo A., "Integrated gasification combined cycle and carbon capture: A risky option to mitigate CO2 emissions of coal-fired power plants," Applied Energy, vol. 88:3917-3929,2011.
41. International Energy Agency, World Energy Outlook, 2011.
42. Irfan M.F., Usman M.R., Kusakabe K., "Coal gasification in CO2 atmosphere and its kinetics since 1948: A brief review," Energy, vol. 36, pp.12-40, 2011.
43. Jakobs T., Djordjevic N., Fleck S., Mancini M., Weber R., Kolb T., "Gasification of high viscous slurry R&D on atomization and numerical simulation," Applied Energy, vol. 93, pp.449-456, 2012.
44. Jones W.P., Launder B.E., "The prediction of laminarisation with a two-equation model of turbulence," International Journal of Heat and Mass Transfer, vol. 15, pp.301-314, 1972.
45. Jones W.P., Lindstedt R.P., "Global reaction schemes for hydrocarbon combustion," Combustion and Flame, vol. 73-3, pp.233-349, 1988.
46. Kumar K., Eskridge K., Jones D.D., Hanna M.A., "Steam-air fluidized bed gasification of distillers grains: Effects of steam to biomass ratio, equivalence ratio and gasification temperature," Bioresource Technology, vol. 100, pp.2062-2068, 2009.
47. Lakshminarayanan A.K., Balasubramanian V., "Process parameters optimization for friction stir welding of RDE-40 aluminum alloy using Taguchi technique," Transactions of Nonferrous Metals Society of China, vol. 18, pp.548-554, 2008.
48. Lapuerta M., Hernández J.J., Pazo A., López J., "Gasification and co-gasification of biomass wastes: Effect of the biomass origin and the gasifier operating conditions," Fuel Processing Technology, vol. 89, pp.828-837, 2008.
49. Launder B.E., Spalding D.B., "The numerical computation of turbulent flows," Computer Methods in Applied Mechanics and Engineering, vol. 3-2, pp.269-289, 1974.
50. Li J., Brzdekiewicz A., Yang W., Blasiak W., "Co-firing based on biomass torrefaction in a pulverized coal boiler with aim of 100% fuel switching," Applied Energy, vol. 99, pp.344-354, 2012.
51. Liao C.N., Kao H.P., "Supplier selection model using Taguchi loss function, analytical hierarchy process and multi-choice goal programming," Computers & Industrial Engineering, vol. 58, pp.571-577, 2010.
52. Liu Z.S., Wu X.L., Kida K., Tang Y.G., "Corn stover saccharification with concentrated sulfuric acid: Effects of saccharification conditions on sugar recovery and by-product generation," Bioresource Technology, vol. 119, pp.224-233, 2012.
53. Lu K.M., Lee W.J., Chen W.H., Liu S.H., Lin T.C., "Torrefaction and low temperature carbonization of oil palm fiber and eucalyptus in nitrogen and air atmospheres," Bioresource Technology, vol. 123, pp.98-105, 2012.
54. Lv P.M., Xiong Z.H., Chang J., Wu C.Z., Chen Y., Zhu J.X., "An experimental study on biomass air-steam gasification in a fluidized bed," Bioresource Technology, vol. 95, pp.95-101, 2004.
55. Macı́as-Garcı́a A., Cuerda-Correa E.M., Dı́az-Dı́ez M.A., "Application of the Rosin-Rammler and Gates-Gaudin-Schuhmann models to the particle size distribution analysis of agglomerated cork," Materials Characterization, vol. 52, pp.159-164, 2004.
56. Mohan S.V., Reddy M.V., "Optimization of critical factors to enhance polyhydroxyalkanoates (PHA) synthesis by mixed culture using Taguchi design of experimental methodology," Bioresource Technology, vol. 128, pp.409-416, 2013.
57. Monteiro N.S., Paterson N., Herod A.A., Dugwell D.R., Kandiyoti R., "Tar formation and destruction in a fix bed reactor simulating downdraft gasification: optimization of conditions," Energy & Fuels, vol 22, pp.1955-1964, 2008.
58. Morsi S.A., Alexander A.J., "An investigation of particle trajectories in two-phase flow systems," Journal of Fluid Mechanics, vol. 55, pp.193-208, 1972.
59. Na J.I., Park S.J., Kim Y.K., Lee J.G., Kim J.H., "Characteristics of oxygen-blown gasification for combustible waste in a fixed-bed gasifier," Applied Energy, vol. 75, pp.275-285, 2003.
60. Ni Q., Williams A., "A simulation study on the performance of an entrained-flow coal gasifier," Fuel, vol. 74-1, pp.102-110, 1995.
61. Pan Y.G., Velo E., Roca X., Manyà J.J., Puigjaner L., "Fluidized-bed co-gasification of residual biomass/poor coal blends for fuel gas production," Fuel, vol. 79, pp.1317-1326, 2000.
62. Park C.L., Kim B.G., "The optimization of low-rank coal grinding for transport coal gasification by robust design," Fuel, vol. 95, pp.282-286, 2012.
63. Pettinau A., Ferrara F., Amorino C., "Techno-economic comparison between different technologies for a CCS power generation plant integrated with a sub-bituminous coal mine in Italy," Applied Energy, vol. 99, pp.32-39, 2012.
64. Prabu V., Jayanti S., "Underground coal-air gasification based solid oxide fuel cell system," Applied Energy, vol. 94, pp. 406-414, 2012.
65. Prins M.J., Ptasinski K.J., Janssen F.J.J.G., "More efficient biomass gasification via torrefaction," Energy, vol. 31, pp.3458-3470, 2006.
66. Repellin V., Govin A., Rolland M., Guyonnet R., "Energy requirement for fine grinding of torrefied wood," Biomass & Bioenergy, vol. 34, pp.923-930, 2010.
67. Roberts D.G., Harris D.J., "Char gasification with O2, CO2 and H2O: effects of pressure on intrinsic reaction kinetics," Energy and Fuels, vol. 14, pp.483-489, 2000.
68. Rosa J.L., Robin A., Silva M.B., Baldan C.A., Peres M.P., "Electro-deposition of copper on titanium wires: Taguchi experimental design approach," Journal of Materials Processing Technology, vol. 209, pp.1181-1188, 2009.
69. Rousset P., Aguiar C., Labbe N., Commandre J.M., "Enhancing the combustible properties of bamboo by torrefaction," Bioresource Technology, vol. 102, pp.8225-8231, 2011.
70. Rousset P., Macedo L., Commandre J.M., Moreira A., "Biomass torrefaction under different oxygen concentrations and its effect on the composition of the solid by-product," Journal of Analytical and Applied Pyrolysis, vol. 96, pp.8-91, 2012.
71. Shen C.H., Chen W.H., Hsu H.W., Sheu J.Y., Hsieh T.H., "Co-gasification performance of coal and petroleum coke blends in a pilot-scale pressurized entrained-flow gasifier," International Journal of Energy Research, vol. 36, pp.499-508, 2012.
72. Silaen A., Wang T., "Effect of turbulence and devolatilization models on coal gasification simulation in an entrained-flow gasifier," International Journal of Heat and Mass Transfer, vol. 53, pp.2074-2091, 2010.
73. Singaravelu J., Jeyakumar D., Nageswara Rao B., "Taguchi’s approach for reliability and safety assessments in the stage separation process of a multistage launch vehicle," Reliability Engineering & System Safety, vol. 94, pp.1526-1541, 2009.
74. Skodras G., Someus E., Grammeils P., Palladas A., Amerantos P., Basinas P., Natas P., Prokopidou M., Diamantopoulou I., Kakaras E., Sakellaropoulos G. P., "Combustion and environmental performance of clean coal and products," International Journal of Energy Research, vol. 31, pp.1237-1250, 2007.
75. Smith I.W., "The combustion rate of coal char: a review," Proceedings of the Combustion Institute, vol. 19-1, pp.1045-1065, 1982.
76. Smoot L.D., Smith P.J., "Coal combustion and gasification," New York, Plenum, 1985.
77. Steiler J.M., Lao D., Lebonvallet J.L., "Development of coal injection in the blast furnace at Usinor Sacilor," Injection Technology in Ironmaking and Steelmaking Proceedings, pp.15-32, 1996.
78. Strege J., Swanson M., Folkedahl B., Stanslowski J., Laumb J., "Fischer-Tropsch catalyst testing in a continuous bench-scale coal gasification system," Fuel Processing Technology, vol. 92, pp.757-763, 2011.
79. Taba L.E., Irfan M.F., Daud W.A.M.W., Chakrabarti M.H., "The effect of temperature on various parameters in coal, biomass and CO-gasification: A review," Renewable & Sustainable Energy Reviews, vol. 16, pp.5584-5596, 2012.
80. Taguchi G., "Introduction to Quality Engineering," McGraw-Hill, New York, 1990.
81. Tapasvi D., Khalil R., Skreiberg Ø., Tran K.Q., Grønli M., "Torrefaction of Norwegian Birch and Spruce: An Experimental Study Using Macro-TGA," Energy & Fuels, vol. 26, pp.5232-5240, 2012.
82. Tremel A., Haselsteiner T., Kunze C., Spliethoff H., "Experimental investigation of high temperature and high pressure coal gasification," Applied Energy, vol.92, pp.279-285, 2012.
83. Ubhayakar K., Stickler D.B., Rosenberg C.W.V., Ganon R., "Rapid devolatilization of pulverized coal in hot combustion gases," Proceedings of the Combustion Institute, vol. 16, pp.427-440, 1977.
84. Umeki K., Yamamoto K., Namioka T., Yoshikawa K., "High temperature steam-only gasification of woody biomass," Applied Energy, vol. 87, pp.791-798, 2010.
85. Umeki K., Namioka T., Yoshikawa K., "Analysis of an updraft biomass gasifier with high temperature steam using a numerical model," Applied Energy, vol. 90, pp.38-45, 2012.
86. Valero A., Uson S., "Oxy-co-gasification of coal and biomass in an integrated gasification combined cycle (IGCC) power plant," Energy, vol. 31, pp.1643-1655, 2006.
87. Vamvuka D., Woodburn E.T., Senior P.R., "Modeling of an entrained flow coal gasifier 1. Development of the model and general predictions," Fuel, vol. 74, pp.1452-1460, 1995.
88. Vicente W., Ochoa S., Aguillon J., Barrios E., "An Eulerian model for the simulation of an entrained flow coal gasifier," Applied Thermal Engineering, vol. 23, pp.1993-2008, 2003.
89. Watanabe H., Otaka M., "Numerical simulation of coal gasification in entrained flow coal gasifier," Fuel, vol. 85, pp.1935-1943, 2006.
90. Wen C.Y., Chaung T.Z., "Entrainment coal gasification modeling," Industrial & Engineering Chemistry Process Design and Development, vol. 18-4, pp.684-695, 1979.
91. Wu H.W., Ku K.H., "The optimal parameters estimation for rectangular cylinders installed transversely in the flow channel of PEMFC from a three-dimensional PEMFC model and the Taguchi method," Applied Energy, vol. 88, pp.4879-4890, 2011.
92. Wu H.W., Ku K.H., "Effects of modified flow field on optimal parameters estimation and cell performance of a PEM fuel cell with the Taguchi method," International Journal of Hydrogen Energy, vol. 37, pp.1613-1627, 2012.
93. Wu K.T., Tsai C.J., Chen C.S., Chen H.W., "The characteristics of torrefied microalgae," Applied Energy, vol. 100, pp.52-57, 2012.
94. Zhan X., Zhou Z., Wang F., "Catalytic effect of black liquor on the gasification reactivity of petroleum coke," Applied Energy, vol. 87, pp.1710-1715, 2010.
95. Zhang J.Z., Chen J.C., Kirby E.D., "Surface roughness optimization in an end milling operation using the Taguchi design method," Journal of Materials Processing Technology, vol. 184, pp.233-239, 2007.
96. Zheng C., Wang M., Wang Y., Huang Z., "Optimization of biosurfactant-mediated oil extraction from oil sludge," Bioresource Technology, vol. 110, pp.338-342, 2012.
97. Zolfaghari G., Esmaili-Sari A., Anbia M., Younesi H., Amirmahmoodi S., Ghafari-Nazari A., "Taguchi optimization approach for Pb(II) and Hg(II) removal from aqueous solutions using modified mesoporous carbon," Journal of Hazardous Materials, vol. 192, pp.1046-1055, 2011.
校內:2018-07-26公開