(3.238.186.43) 您好!臺灣時間:2021/03/01 15:42
字體大小: 字級放大   字級縮小   預設字形  
回查詢結果

詳目顯示:::

我願授權國圖
: 
twitterline
研究生:阮氏何莊
研究生(外文):Nguyen Thi Ha Trang
論文名稱:運用實驗設計(DOE)於蝦養殖良品率改善之研究 ─ 以台灣屏東L鄉鎮之個案為例
論文名稱(外文):Design of Experiment (DOE) Techniques Applied to Improving Shrimp Farming Yield Rate- A Case Study of L Township, Pingtung, Taiwan.
指導教授:陳啟政陳啟政引用關係
指導教授(外文):Chee-Cheng Chen
口試委員:莊寶鵬鄭文英陳啟政
口試委員(外文):Pao- Tiao ChuangWen-Ying ChengChee- Cheng Chen
口試日期:2017-06-28
學位類別:碩士
校院名稱:國立屏東科技大學
系所名稱:熱帶農業暨國際合作系
學門:農業科學學門
學類:一般農業學類
論文種類:學術論文
論文出版年:2017
畢業學年度:105
語文別:英文
論文頁數:80
中文關鍵詞:實驗設計收益率蝦養殖長腳大蝦
外文關鍵詞:design of experimentyield rateshrimp farminggiant water prawn
相關次數:
  • 被引用被引用:1
  • 點閱點閱:395
  • 評分評分:系統版面圖檔系統版面圖檔系統版面圖檔系統版面圖檔系統版面圖檔
  • 下載下載:111
  • 收藏至我的研究室書目清單書目收藏:1
實驗設計法(DOE)是一種非常有效的統計方法,自1920由英國的Ronald Fisher博士開始推廣,同時亦研究多變量的影響。1950年,實驗設計法在Box及其共同研究者於化學製品研究的反應曲面設計上有廣泛的應用。從 1951 年到 70 年代末期間,實驗設計法在工業上應用大量地增加。Genechi Taguchi博士為日本電子控制實驗室的研究員,他採用實驗設計法進行了有影響力的研究。他相當努力地讓這個實驗方法能更容易被應用,並且使用它來提升產品的品質。Taguchi法在經濟上能滿足解決問題和產品或加工設計專案優化的需求。在這方面,實驗設計法是一個系統性的研究法,用來確立影響程序的輸入因素以及程序輸出變數之間的關係。它已經在許多的商業環節中被體現,包含服務業、製造業、醫療、國防、農業和公共服務業。然而,在過去的文獻中,尚未找到實驗設計法具體被應用於水產養殖領域決定輸入因素影響的研究。本研究藉由實驗設計法對於影響蝦養殖收益率的決定因素進行探討。調查之數據係自台灣屏東縣 L鄉當地的蝦養殖場收集而得,並以Minitab軟體進
行分析。結果顯示,蝦的種類以及蝦養殖密度和水輪之間的交互作用,是對蝦養殖收益率影響最大的輸入因素。此外,等值線圖分析了產率和兩個變數之間交互作用的關係。此方法鑑別出對於提高蝦養殖收益率最具影響力的決定因素,並且是謂在養殖運行條件需求中提升收益率的基礎。
Design of Experiments (DOE) is a powerful statistical technique which was introduced by Dr. Ronald Fisher in England in the 1920's to simultaneously study the effect of multiple variables. In the years of 1950, the experimental design technique was used in chemical by the extensive work of Box and his collaborators on response surface designs. During the period of time from 1951 to the late 1970s, there has been a tremendous increase in the application of experimental design techniques in the industry. Working as a researcher in Electronic Control Laboratory in Japan, Dr. Genechi Taguchi carried out significant research with DOE techniques. He spent considerable effort to make this experimental technique easier to apply and used it to improve the quality of manufactured products. Taguchi methodology approach can economically satisfy the needs of problem-solving and product or process design optimization projects. In this regard, Design of experiments is a systematic
methodology which used to determine the relationship between the input factors that affect a process and the output variables of that process. It has been practiced in numerous business segments including services, manufacturing, healthcare, defense, agricultural and public service. Studies that used DOE specifically in the determining the effect of input factors in the field of aquaculture were not found in the literature. This study investigates the determinants that affect the shrimp farming yield rate, using the design of experiment technique. The data were collected in a shrimp local farm which is located in L Township, Pingtung, Taiwan. The test research is analyzed by using Minitab software. The result shows that sorted shrimp and the interaction between the density of shrimp farming and water wheel are the input factors which have the most significant influence upon shrimp farming yield rate. Besides, the contour plot explores the relationship between the yield rate and the interaction of two variables. This tool identifies the most effective determinant in shrimp farming improving yield rate and become the base of farming operating conditions needed to improve the yield rate
TABLE OF CONTENTS
摘 要 I
Abstract III
ACKNOWLEDGEMENT V
TABLE OF CONTENTS VI
LIST OF FIGURES IX
LIST OF TABLES XI
CHAPTER 1. INTRODUCTION 1
1.1 Research Background 1
1.2. Research Motivation 3
1.3 Research Objectives 4
1.3.1 General Objectives 4
1.3.2 Specific Objectives 5
1.4 Research Content 5
CHAPTER 2. LITERATURE REVIEW 8
2.1 Design of Experiment- General Theory 8
2.1.1 Design of Experiment 8
2.1.2. Components of Experimental Design 10
2.1.3. The principles of design of experiment 11
2.1.4. The uses of design of experiment 12
2.1.5 The process of Design of Experiment 16
2.1.6. Journal Reviews 20
2.2 Shrimp Farming 29
2.2.1 Definition 29
2.2.2. Factors affecting the shrimp farming development 30
2.2.3. The yield rate of shrimp farming 34
CHAPTER 3. METHODOLOGY 36
3.2. Data Collection 37
3.3. Design of Experiment Technique Process 37
CHAPTER 4. CASE STUDY 42
4.1. Research Area 42
4.2 Case Study 43
4.2.1 Setting Goal of Research 43
4.2.1.1 Setting the goal of experiment 43
4.2.1.2 Creating the fish-bone chart 45
4.2.2 Setting the input variables 47
4.2.2.1 Factor Experiment Screen 47
4.2.2.2 Factors Level Comparison and Interaction 48
4.2.3 Data Analysis 48
4.2.4 Experimental Design 50
4.2.5 Performance of experiment 51
CHAPTER 5. RESULTS AND DISCUSSION 53
5.1. Pareto Analysis 53
5.1.1. Background 53
5.1.2. Defining the Most Significant Factor 54
5.2. Evaluation of the Main Factor 55
5.3 Interaction Plot 57
5.4 Results Comparison 66
CHAPTER 6. CONCLUSIONS 68
REFERENCES 71
BIOGRAPHICAL SKETCH OF AUTHOR 78
REFERENCES
Ahmed, N., and J. S. Diana. 2015. Threatening “white gold”: Impacts of climate change on shrimp farming in coastal Bangladesh. Ocean & Coastal Management, 114, 42-52. doi: 10.1016/j.ocecoaman.2015.06.008
Anh, P. T., C. Kroeze, S. R. Bush, and A. P. J. Mol. 2010. Water pollution by intensive brackish shrimp farming in south-east Vietnam: Causes and options for control. Agricultural Water Management, 97(6), 872-882. doi: 10.1016/j.agwat.2010.01.018
Banu, R., and A. Christianus. 2016. Giant Freshwater Prawn Macrobrachium rosenbergii Farming: A Review on its Current Status and Prospective in Malaysia. Journal of Aquaculture Research & Development, 07(04). doi: 10.4172/2155-9546.1000423
Cohen, A., T. Tiplica, and A. Kobi. 2016. Design of experiments and statistical process control using wavelets analysis. Control Engineering Practice, 49, 129-138. doi: 10.1016/j.conengprac.2015.07.013
De Benedictis, L., and C. Huck. 2016. New approach to optimize near-infrared spectra with design of experiments and determination of milk compounds as influence factors for changing milk over time. Food Chem, 212, 552-560. doi: 10.1016/j.foodchem.2016.06.012
dos Reis, G. S., M. Wilhelm, Silva, T. C. d. A., Rezwan, K., Sampaio, C. H., Lima, E. C., and S. M. A. G. U de Souza. 2016. The use of design of experiments for the evaluation of the production of surface rich activated carbon from sewage sludge via microwave and conventional pyrolysis. Applied Thermal Engineering, 93, 590-597. doi: 10.1016/j.applthermaleng.2015.09.035

Farooq, M. A., Nóvoa, H., Araújo, A., and S. M. O. Tavares. 2016. An innovative approach for planning and execution of pre-experimental runs for Design of Experiments. European Research on Management and Business Economics, 22(3), 155-161. doi: 10.1016/j.iedee.2014.12.003
Fowlkes. W. Y., and C. M. Creveling. 1996. Engineering methods for robust product design: Using Taguchi methods in technology and product development. Journal of Product Innovation Management, 13(3), 279
Galankashi, M. R., E. Fallahiarezoudar, A. Moazzami, N. M. Yusof, and S. A. Helmi. 2016. Performance evaluation of a petrol station queuing system: A simulation-based design of experiments study. Advances in Engineering Software, 92, 15-26. doi: 10.1016/j.advengsoft.2015.10.004
Georgiou, S. D. 2011. Orthogonal designs for computer experiments. Journal of Statistical Planning and Inference, 141(4), 1519-1525. doi: 10.1016/j.jspi.2010.11.014
Giasin, K., S. Ayvar-Soberanis, and A. Hodzic. 2016. Evaluation of cryogenic cooling and minimum quantity lubrication effects on machining GLARE laminates using design of experiments. Journal of Cleaner Production, 135, 533-548. doi: 10.1016/j.jclepro.2016.06.098
Glyk, A., Solle, D., T. Scheper, and S. Beutel. 2015. Optimization of PEG–salt aqueous two-phase systems by design of experiments. Chemometrics and Intelligent Laboratory Systems, 149, 12-21. doi: 10.1016/j.chemolab.2015.09.014
Ghosh, A. K., J. Bir, M. A. K. Azad, A. F. M. Hasanuzzaman, M. S. Islam, and K. A. Huq. 2016. Impact of commercial probiotics application on growth and production of giant fresh water prawn (Macrobrachium Rosenbergii De Man, 1879). Aquaculture Reports, 4, 112-117. doi: 10.1016/j.aqrep.2016.08.001
Griffiths, C. A., J. Howarth, G. De Almeida-Rowbotham, A. Rees, and R. Kerton. 2016. A design of experiments approach for the optimisation of energy and waste during the production of parts manufactured by 3D printing. Journal of Cleaner Production, 139, 74-85. doi: 10.1016/j.jclepro.2016.07.182
Griffiths, C. A., J. Howarth, G. De Almeida-Rowbotham, A. Rees, and R. Kerton, . 2016. A design of experiments approach for the optimisation of energy and waste during the production of parts manufactured by 3D printing. Journal of Cleaner Production, 139, 74-85. doi: 10.1016/j.jclepro.2016.07.182
Gul, T., R. Bischoff, and H. P. Permentier. 2015. Optimization of reaction parameters for the electrochemical oxidation of lidocaine with a Design of Experiments approach. Electrochimica Acta, 171, 23-28. doi: 10.1016/j.electacta.2015.04.160
Hall, D., 2003. The international political ecology of industrial shrimp aquaculture and industrial plantation forestry in Southeast Asia. Journal of Southeast Asian Studies 34, 251–264.
Huang, Z.-H., A. -J. Ma, X.-A. Wang, and J.-L Lei. 2014. The interaction of temperature, salinity and body weight on growth rate and feed conversion rate in turbot (Scophthalmus maximus). Aquaculture, 432, 237-242. doi: 10.1016/j.aquaculture.2014.04.013
Huitric, M., Folke, C., Kautsky, N., 2002. Analysing development and government policies of the shrimp farming industry in Thailand in relation to mangrove ecosystems. Ecological Economic 40, 441–445.
Islam, M.S. 2008. From pond to plate: towards a twin-driven commodity chain in Bangladesh shrimp aquaculture. Food Policy 33, 209–223.
Jee KA .1998. Farming of giant freshwater prawn. In Aquaculture practices in Malaysia: Malaysian Fish, Society Occasional Publication.
Javorsky, J., M. Francheti, and H. Zhang. 2014. Determining the optimal parameters of bonding poyvinylchloride to stainless steel in automobile applications with the use of full factorial design of experiment. CIRP Journal of Manufacturing Science and Technology.
Kavitha, M., R. Subramanian, K. S. Vinoth, R. Narayanan, G. Venkatesh, and N. Esakkiraja. 2015. Optimization of process parameters for solution combustion synthesis of Strontium substituted Hydroxyapatite nanocrystals using Design of Experiments approach. Powder Technology, 271, 167-181. doi: 10.1016/j.powtec.2014.10.046
Khang, D. S., R. R. Tan, O. M. Uy, M. A. B. Promentilla, P. D. Tuan, N, Abe, and L. F. Razon. 2017. Design of experiments for global sensitivity analysis in life cycle assessment: The case of biodiesel in Vietnam. Resources, Conservation and Recycling, 119, 12-23. doi: 10.1016/j.resconrec.2016.08.016
Lebel, L., N. H. Tri, A. Saengnoree, S. Pasong, U. Buatama, L. K. Thoa, 2002a. Industrial transformation and shrimp aquaculture in Thailand and Vietnam: pathways to ecological. social, and economic sustainability?. AMBIO: A Journal of the Human Environment 31, 311–323.
Learn about quality. 2005. Pareto Chart. From the World Wide Web: http://asq.org/learn-about-quality/cause-analysis-tools/overview/pareto.html
López, A., J. Aisa, A. Martinez, and D. Mercado. 2016. Injection moulding parameters influence on weight quality of complex parts by means of DOE application: Case study. Measurement, 90, 349-356. doi: 10.1016/j.measurement.2016.04.072
Lebel, L., N. H. Tri, A. Saengnoree, S. Pasong, U. Buatama, L. K. Thoa, 2002b. Industrial transformation and shrimp aquaculture in Thailand and Vietnam: pathways
Michaelis, M., and C. S. Leopold. 2015. A measurement system analysis with design of experiments: Investigation of the adhesion performance of a pressure sensitive adhesive with the probe tack test. Int J Pharm, 496(2), 448-456. doi: 10.1016/j.ijpharm.2015.09.061
Mitra, A. C., G. R. Kiranchand, T. Soni, and N. Banerjee. 2016. Design of Experiments for Optimization of Automotive Suspension System Using Quarter Car Test Rig. Procedia Engineering, 144, 1102-1109. doi: 10.1016/j.proeng.2016.05.071
Montgomery, D. C. 2008. Design and analysis of experiments (7th ed). New York: Wiley
Montgomery, D. C., J. B. Keatsa, L. A. Perrya, J. R. Thompsonb, and W. S. Messinab. 2000. Using statistically designed experiments for process development and improvement: an application in electronics manufacturing. Robotics and Computer- Intergrated Manufacturing
Montorsi, M., C. Mugoni, A. Passalacqua, A. Annovi, F. Marani, L. Fossa, and T. Manfredini. 2016. Improvement of color quality and reduction of defects in the ink jet-printing technology for ceramic tiles production: A Design of Experiments study. Ceramics International, 42(1), 1459-1469. doi: 10.1016/j.ceramint.2015.09.091
Motta Dos Santos, L. F., F. Coutte, R. Ravallec, P. Dhulster, L. Tournier-Couturier, and P. Jacques. 2016. An improvement of surfactin production by B. subtilis BBG131 using design of experiments in microbioreactors and continuous process in bubbleless membrane bioreactor. Bioresour Technol, 218, 944-952. doi: 10.1016/j.biortech.2016.07.053
Pontes, F. J., G. F. Amorim, P. P. Balestrassi, A. P. Paiva, and J. R. Ferreira. 2016. Design of experiments and focused grid search for neural network parameter optimization. Neurocomputing, 186, 22-34. doi: 10.1016/j.neucom.2015.12.061
Reddy, P. V. V., and K. Shyamala. 2016. New scoring formula to rank hypervisors’ performance complementing with statistical analysis using DOE. Future Generation Computer Systems, 61, 54-65. doi: 10.1016/j.future.2016.02.012
Relkar, A. S., and K. N. Nandurkar. 2012. Optimizing & Analysing Overall Equipment Effectiveness (OEE) Through Design of Experiments (DOE). Procedia Engineering, 38, 2973-2980. doi: 10.1016/j.proeng.2012.06.347
Sauthoff, S., O. Musshoff, M. Danne, and F. Anastassiadis. 2016. Sugar beet as a biogas substrate? A discrete choice experiment for the design of substrate supply contracts for German farmers. Biomass and Bioenergy, 90, 163-172. doi: 10.1016/j.biombioe.2016.04.005
Senarath, U., C. Visvanathan. 2001. Environmental issues in brackish water shrimp aquaculture in Sri Lanka. Environmental Management 27, 335–348.
Su, L., Zhang, J., C. Wang, Y. Zhang, Z. Li, Y. Song, and Z. Ma. 2016. Identifying main factors of capacity fading in lithium ion cells using orthogonal design of experiments. Applied Energy, 163, 201-210. doi: 10.1016/j.apenergy.2015.11.014
Subulan, K., and M. Cakmakci. 2011. A feasibility study using simulation based optimization and Taguchi experimental design method for material handling- Transfer system in the automobile industry. International Journal of Advanced Manufacturing Technology
Tang, J., G. Gong, H. Su, F. Wu, and C. Herman. 2016. Performance evaluation of a novel method of frost prevention and retardation for air source heat pumps using the orthogonal experiment design method. Applied Energy, 169, 696-708. doi: 10.1016/j.apenergy.2016.02.042
Taguchi, G., S. Chowdhury, and Y. Wu. 2005. Taguchi’s quality engineering handbook. Hoboken, NJ: John Wiley and Sons, Inc.
Tillmann, W., D. Stangier, and P. Schröder. 2016. Investigation and optimization of the tribo-mechanical properties of CrAlCN coatings using Design of Experiments. Surface and Coatings Technology, 308, 147-157. doi: 10.1016/j.surfcoat.2016.07.110
van Mulekom, L., A. Axelsson. 2006. Trade and export orientation of fisheries in Southeast Asia: under-priced export at the expense of domestic food security and local economies. Ocean & Coastal Management 49, 546–561.
Vandergeest, P. 2007. Certification and communities: alternatives for regulating the environmental and social impacts of shrimp farming. World Development 35, 1152–1171.
Wadle, S., M. Lehnert, S. Rubenwolf, R. Zengerle, and F. von Stetten. 2016. Real-time PCR probe optimization using design of experiments approach. Biomol Detect Quantif, 7, 1-8. doi: 10.1016/j.bdq.2015.12.002
Wu, X., and D. Y. C. Leung. 2011. Optimization of biodiesel production from camelina oil using orthogonal experiment. Applied Energy, 88(11), 3615-3624. doi: 10.1016/j.apenergy.2011.04.041
連結至畢業學校之論文網頁點我開啟連結
註: 此連結為研究生畢業學校所提供,不一定有電子全文可供下載,若連結有誤,請點選上方之〝勘誤回報〞功能,我們會盡快修正,謝謝!
QRCODE
 
 
 
 
 
                                                                                                                                                                                                                                                                                                                                                                                                               
第一頁 上一頁 下一頁 最後一頁 top
系統版面圖檔 系統版面圖檔