水資源及環境系統分析研究室  \

 Systems Analysis for Hydraulic & Environmental Engineering

    1970年代末期,以作業研究學為基礎,開始研究水資源及環境系統分析技術,用以解決環境品質評估跟水資源及環境工程規劃及設計的最佳化問題,為強化本系的教學內容及擴增研究方向,本研究室乃於200821日創建。



  1. Water Resources Engineering, Environmental Engineering, Water Quality and Watershed Management.
  2. Linear Programming.
  3. Nonlinear Programming.
  4. Multi-objective Programming.
  5. (0, 1) Mixed Integer Programming.
  6. Dynamic Programming.
  7. Fuzzy Theory and Sets.
  8. Advanced Statistics and Multivariate Analyses.
  9. Probability and Random Process.
  10. Time Series and Systems Analysis.
  11. Engineering Economy.
  12. Environmental Economics.
  13. Algorithms Research for solving Different Mathematical Models.
  14. Soft-wares  Selection and Application.



Research project leader: Prof. /Dr. /P.E.  Edward Ming-Yang Wu

Educational Background: 1. Ph. D. in Civil Engineering, National Taiwan University.

                                          2. Ph. D. in Environmental Engineering, The Johns Hopkins            

                                              University, U.S.A.



  1. Edward Ming-Yang Wu, Lin-Chi Wang, Sheng-Lun Lin, Guo-Ping Chang-Chien, "Validation and characterization of persistent organic pollutant emissions from stack flue gases of an electric arc furnace by using a long-term sampling system (AMESA®)", Aerosol and Air Quality Research, vol. 4, no. 2013, pp. 1-16, 2014.02
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 2.827, Rank Factor: 43/209
    Subject Categories: ENVIRONMENTAL SCIENCES
  2. Edward Ming-Yang Wu, Shu-Lung Kuo, "A Study on the Use of a Statistical Analysis Model to Monitor Air Pollution Status in an Air Quality Total Quantity Control District", Atmosphere, vol. 2013, no. 4, pp. 349-364, 2013.12
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 0.257, Rank Factor: 206/209
    Subject Categories: Environmental Science
    ISU-102-02-01,NSC-100-2221-E-214-011
  3. Edward Ming-Yang Wu , Chia-Cheng Tsai, Chitsan Lin, Shu-Lung Kuo, Zhi-Bo Kang, "Development of a New Municipal Solid Waste Management System:Multi-Objective Programming for a Merged Metropolis",ENVIRONMENTAL ENGINEERING SCIENCE, vol. 30, no. 4, pp. 153-160, 2013.03
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 1.154, Rank Factor: 141/209
    Subject Categories: ENVIRONMENTAL SCIENCE
    ISU-99-02-01 , NSC-100-2221-E214-024
    義大機構典藏
  4. Edward Ming-Yang Wu, Shu-Lung Kuo*, "Applying a Multivariate Statistical Analysis Model to Evaluate the Water Quality of a Watershed", Water Environment Research, vol. 84, no. 12, pp. 2075-2085, 2012.12
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 0.883, Rank Factor: 54/78
    Subject Categories: Water Resources
    NSC 2011-2221-E214-011
    義大機構典藏
  5. Chia-Cheng Tsai, Edward Ming-Yang Wu, "Analytical Particular Solutions of Augmented Polyharmonic Spline Associated with Mindlin Plate Model", Numerical Methods for Partial Differential Equations, vol. 28, no. 6, pp. 1778-1793, 2012.11
    國際期刊 SCI,多位作者(通訊作者), Impact Factor: 1.404, Rank Factor: 33/245
    Subject Categories: MATHEMATICS, APPLIED
    NSC 99-2221-E-022 -007
    義大機構典藏
  6. Edward Ming-Yang Wu, Shu-Lung Kuo*, "Air Quality Time Series Based GARCH Model Analyses of Air Quality Information for a Total Quantity Control District", Aerosol and Air Quality Research, vol. 12, no. 3, pp. 327-339, 2012.06
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 2.827, Rank Factor: 43/205
    Subject Categories: ENVIRONMENTAL SCIENCES
    NSC 100-2221-E214-011
    義大機構典藏
  7. Edward Ming-Yang Wu, Shu-Lung Kuo*, Wen-Cheng Liu, "Generalized Autoregressive Conditional Heteroskedastic Model for Water Quality Analyses and Time Series Investigation in Reservoir Watersheds", ENVIRONMENTAL ENGINEERING SCIENCE, vol. 29, no. 4, pp. 227-237, 2012.04
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 0.877, Rank Factor: 37/45
    Subject Categories: ENGINEERING, ENVIRONMENTAL
    NSC 100-2221-E214-011
    義大機構典藏
  8. Lien-Te Hsieh, Edward Ming-Yang Wu*, Lin-Chi Wang*, Guo-Ping Chang-Chien, Yen-Fu Yeh, "Reduction of Toxic Pollutants Emitted from Heavy-duty Diesel Vehicles by Deploying Diesel Particulate Filters", Aerosol and Air Quality Research, vol. 11, no. 6, pp. 709-715, 2011.11
    國際期刊 SCIEI,多位作者(通訊作者), Impact Factor: 2.827, Rank Factor: 43/205
    Subject Categories: ENVIRONMENTAL SCIENCES
    NSC98-2221-E-230-002-MY2
    義大機構典藏
  9. Aullya Ardhini Artha, Edward Ming-Yang Wu*, Lin-Chi Wang*, Chi-Hsuan Chen, Guo-Ping Chang-Chien, "Thermal Formation of Polybrominated Diphenyl Ethers in Raw and Water-Washed Fly Ash", Aerosol and Air Quality Research, vol. 11, no. 4, pp. 393-400, 2011.08
    國際期刊 SCIEI,多位作者(通訊作者), Impact Factor: 2.827, Rank Factor: 43/205
    Subject Categories: ENVIRONMENTAL SCIENCES
    NSC98-2221-E-230-002-MY2
    義大機構典藏
  10. Chitsan Lin, Edward Ming-Yang Wu*, Chien-Nan Lee, Shu-Lung Kuo, "Multivariate Statistical Factor and Cluster Analyses for Selecting Food Waste Optimal Recycling Methods", Environmental Engineering Science, vol. 28, no. 5, pp. 349-356, 2011.05
    國際期刊 SCIEI,多位作者(通訊作者), Impact Factor: 0.893, Rank Factor: 33/45
    Subject Categories: ENGINEERING, ENVIRONMENTAL
    義大機構典藏
  11. Edward Ming-Yang Wu*, Shu-Lung Kuo, Chih-Liang Kuo, "Optimal Design of Water Treatment Facilities Under Nonlinear Conditions with Uncertainty Based on Flexible Tolerance Concept", Environmental Engineering Science, vol. 28, no. 4, pp. 275-282, 2011.04
    國際期刊 SCIEI,多位作者(第一作者), Impact Factor: 0.893, Rank Factor: 33/45
    Subject Categories: ENGINEERING, ENVIRONMENTAL
    義大機構典藏
  12. Hsing-Wang Li, Lin-Chi Wang*, Chun-Chi Chen, Xing-Yi Yang, Guo-Ping Chang-Chien, Edward Ming-Yang Wu, "Influence of memory effect caused by aged bag filters on the stack PCDD/F emissions.", Journal of Hazardous Materials, vol. 185, no. 2-3, pp. 1148-1155, 2011.01
    國際期刊 SCIEI,多位作者(第六作者), Impact Factor: 4.173, Rank Factor: 1/118
    Subject Categories: ENGINEERING, CIVIL
    義大機構典藏
  13. Maw-Cherng Lin, Edward Ming-Yang Wu*, Junn-Yuan Teng, Wen-Chih Huang, "Cooperation-Competition Model of Transportation Construction Project from the Viewpoint of Budget Allocation", Journal of Marine Science and Technology-Taiwan, vol. 18, no. 6, pp. 915-923, 2010.12
    國際期刊 SCIEI,多位作者(通訊作者), Impact Factor: 0.049, Rank Factor: 75/79
    Subject Categories: ENGINEERING, MULTIDISCIPLINARY
    義大機構典藏
  14. Shiunn-Cheng Chuang, Shui-Jen Chen, Kuo-Lin Huang, Edward Ming-Yang Wu, Guo-Ping Chang-Chien, Lin-Chi Wang, "Gas/Particle Partitioning of Dioxins in Exhaust Gases from Automobiles", Aerosol and Air Quality Research, vol. 10, no. 5, pp. 489-496, 2010.10
    國際期刊 SCIEI,多位作者(第四作者), Impact Factor: 1.792, Rank Factor: 81/193
    Subject Categories: Environmental Sciences
    義大機構典藏
  15. Wen-Cheng Liu, Ray-Shyan Wu, Edward Ming-Yang Wu, Yu-Pei Chang, Wei-Bo Chen, "Using water quality variables to predict light attenuation", Paddy and Water Environment, vol. 8, no. 3, pp. 267-275, 2010.09
    國際期刊 SCIEI,多位作者(第三作者), Impact Factor: -, Rank Factor: 51/100
    Subject Categories: -
    義大機構典藏
  16. P.H. Hsieh, J.T. Kuo, Edward Ming-Yang Wu*, S.K. Ciou, W.C. Liu, "Optimal Best Management Practices (BMPs) placement strategies for nonpoint source pollution management in the Fei-Tsui Reservoir Watershed", Environmental Engineering Science, vol. 27, no. 6, pp. 441-449, 2010.06
    國際期刊 SCIEI,多位作者(通訊作者), Impact Factor: 1.111, Rank Factor: 26/42
    Subject Categories: ENGINEERING, ENVIRONMENTAL
    義大機構典藏
  17. Wang, J.B., Wamg, M.S., Wu Edward M., Chang-Chien Guo-Ping, Yi-Chieh Lai, "Approaches adopted to assess environmental impacts of PCDD/F emissions from a municipal solid waste incinerator", Journal of Hazardous Materials, vol. 152, no. 3, pp. 968-975, 2008.04
    國際期刊 SCIEI,多位作者(第三作者), Impact Factor: 2.337, Rank Factor: 1/88
    Subject Categories: Civil Engineering
    義大機構典藏
  18. Wu, Edward M., "Eco-efficiency: The High-tech. Industry Link to sustainable Development", Technology Management Critiques, vol. 1, no. 1, pp. 1-8, 2007.04
    國內期刊
    Subject Categories: 科技管理
  19. Wu, Edward M., "Graph Partitioning Using Linear and Semidefinite Programming", Journal of Mathematical Programming, vol. 95, pp. 91-101, 2003.09
    國際期刊 SCI, Impact Factor: 1.117, Rank Factor: 12/60
    Subject Categories: 作業研究及管理科學
  20. Wu, Edward M., Bellos, C., "Numerical Simulation of Morphological Changes in Rivers and Reservoirs", Journal of Computers &Mathematics with Application, vol. 45, pp. 453-467, 2003.07
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 0.611, Rank Factor: 92/150
    Subject Categories: 水資源
  21. Wu, Edward M., "Optimization of Reservoir Management and Operation with Hedging Rules", Journal of Water Resources Planning and Management cASCE, vol. 129, no. 2, pp. 86-97, 2003.03
    國際期刊 SCI, Impact Factor: 1.531
    Subject Categories: 水資源
  22. Yang, H. H., Lee, W. J., Hwang, K. P., Wu, Edward M., "Size Distribution and Dry deposition of Road Dust PAHs",Environment International, vol. 25, no. 5, pp. 585-597, 1999.06
    國際期刊 SCI,多位作者(第四作者), Impact Factor: 2.626, Rank Factor: 18/144
    Subject Categories: 環境工程
  23. 吳明洋、 劉俊一, "都市經營如何面對行銷時代-以高雄市環境保護工作為例", 中國工程師學會工程月刊, vol. 70, no. 3, pp. 20-31, 1997.03
    國內期刊,多位作者(第一作者)
    Subject Categories: 環境工程
  24. Tsai, Y.P., Ouyang, C.F., Wu, M.Y., "Effluent Suspended Solid Control of Activated Sludge Process by Fuzzy Control Approach", Water Environment Research, vol. 68, no. 6, pp. 1045-1053, 1996.09
    國際期刊 SCI,多位作者(第三作者), Impact Factor: 0.665
    Subject Categories: 環境工程
  25. Tsai, Y.P., Wu, M.Y., Ouyang, C.F., "Real Time Control of Dynamic Activated Sludge Process", Journal of Chinese Institute of Civil and Hydraulic Engineering, vol. 8, no. 2, pp. 263-271, 1996.06
    國際期刊 SCI,多位作者(第二作者)
    Subject Categories: 環境工程
  26. 柳家瑞、 鍾碧鶯、 吳明洋, "論生物毒性測試及其應用", 中華民國環境保護學會會誌, vol. 17, no. 2, pp. 1A-9A, 1994.12
    國內期刊,多位作者(第三作者)
    Subject Categories: 環境工程
  27. Tsai, Y.P., Ouyang, C.F., Chiang, W.L., Wu, M.Y., "Fuzzy Control of a Dynamic Activated sludge Process for the Forecast and Control of Effluent Suspended Solid Concentration", Water Science Technology, vol. 28, no. 11-12, pp. 355-367, 1994.11
    國際期刊 SCI,多位作者(第四作者), Impact Factor: 1.023
    Subject Categories: 環境工程
  28. Tsai, Y.P., Ouyang, C.F., Chiang, W.L., Wu, M.Y., "Construction of An on-line Fuzzy Controller for The Dynamic Activated Sludge Process", Water Research, vol. 28, no. 4, pp. 913-921, 1994.04
    國際期刊 SCI,多位作者(第四作者), Impact Factor: 2.459, Rank Factor: 26/144
    Subject Categories: 環境工程
  29. Kao, J.J., Wu, Edward M., Hwang, J.R., "Multiobjective Analysis for Discharge Management Programs: A Case Study of the Tung-Kang River Basin Taiwan", Journal of Environmental Management, vol. 1, no. 2, pp. 39-51, 1993.11
    國際期刊 SCI,多位作者(第二作者), Impact Factor: 0.742
    Subject Categories: 環境工程
  30. 黃宗煌、 吳明洋, "改善飲用水及自來水原水之水質經濟效益評估", 臺灣銀行季刊, vol. 43, no. 2, pp. 348-372, 1992.06
    國內期刊,多位作者(第二作者)
    Subject Categories: 環境工程
  31. Huang, W.C., Wu, M.Y., "Policy Making of Effluent Standard for Pig Raising Industry", Journal of the Chinese Institute of Environmental Engineering, vol. 2, no. 1, pp. 57-62, 1992.03
    國際期刊 EI,多位作者(第二作者)
    Subject Categories: 環境工程
  32. Wu, M.Y., Chu, W.S., "System analysis of a Water Treatment Plant in Taiwan", Journal of Water Resource Planning & Management Divisionc ASCE, vol. 117, no. 5, pp. 536-548, 1991.11
    國際期刊 SCI,多位作者(第一作者), Impact Factor: 1.531
    Subject Categories: 環境工程
  33. 吳明洋, "水質保護及污染防治", 能源、資源與環境季刊, vol. 40, pp. 41-46, 1990.05
    國內期刊
    Subject Categories: 環境工程
  34. Wu, M.Y., "Waste Water Treatment and Eutrophication", Yearly Journal National Taiwan College of Marine Science andTechnology, vol. 23, pp. 1-26, 1989.04
    國際期刊 EI
    Subject Categories: 環境工程
  35. 吳明洋, "自來水多水源的最佳化聯合操作", 自來水季刊, vol. 30, pp. 10-17, 1989.03
    國內期刊
    Subject Categories: 環境工程
  36. 吳明洋, "廢水處理廠之最佳化程序設計", 土木水利季刊, vol. 15, no. 3, pp. 35-46, 1988.11
    國內期刊
    Subject Categories: 環境工程
  37. 吳明洋, "序率供水條件下自來水事業的最佳定價政策—以電子計算機模擬結果來分析", 工程月刊, vol. 61, no. 8, pp. 40-48, 1988.08
    國內期刊
    Subject Categories: 環境工程
  38. Li , K.C., Wu, M.Y., "Application of Stochastic NLP Model on the Optimal Design of the Water Treatment Facilities",Journal of Water Supply Research T, vol. 6, pp. 137-149, 1988.03
    國際期刊 SCI,多位作者(第二作者), Impact Factor: 0.452, Rank Factor: 2/144
    Subject Categories: 環境工程
  39. 吳明洋、 李公哲, "目標函數為非線性限制式為線性之非線性規劃問題之求解研究—以淨水廠為例",土木水利季刊, vol. 14, no. 1, pp. 27-44, 1987.05
    國內期刊,多位作者(第一作者)
    Subject Categories: 環境工程
  40. 吳明洋、 李公哲, "序率線性模式用於淨水廠最佳化設計之研究", 自來水季刊, 1987.03
    國內期刊,多位作者(第一作者)
    Subject Categories: 環境工程
  41. 吳明洋、 李公哲, "線性規劃模式中,結構限制式之推導—以淨水廠為案例", 工程月刊, vol. 60, no. 2, pp. 25-56, 1987.02
    國內期刊,多位作者(第一作者)
    Subject Categories: 環境工程