張斐章教授研究領域

張斐章 教授
辦公地址：台北市羅斯福路4段1號國立
台灣大學生工系
電話： （02）2363-9461
傳真：（02）2363-5854
ｅ-mail: changfj@ntu.edu.tw
<現職>
國立台灣大學生物環境工程學系 教授
財團法人農業工程中心 主任

<專長>
統計學
序率水文
類神經網路
時間序列分析
模糊控制
水資源管理

<學歷>
美國普渡大學土木工程學系博士
國立台灣大學農工系碩士
國立台灣大學農工系學士

<經歷>
國立台灣大學生工系 教授 1992/08 ~
國立台灣大學生工系 主任 1997/08~2000/07
國立台灣大學水工試驗所

主任 1994/08~1997/07
中華水資源管理學會 主任委員 1998/12 ~
中國農業工程協會 秘書長 1995/01~1998/01
國立台灣大學生工系 副教授 1988/08~1992/07
美國普渡大學土木系

助教 1986/08~1988/08
五、論文著述：
(A)期刊論文
1.Fi-John Chang*, Kai-Yao Chang and Li-Chiu Chang, 2008, “Counterpropagation
Fuzzy-Neural Network for City Flood Control System”, Journal of Hydrology (Accepted).
2.Fi-John Chang*, Meng-Jung Tsai, Wen-Ping Tsai and Edwin E. Herricks, 2008, “Assessing
the Ecological Hydrology of Natural Flow Conditions in Taiwan”, Journal of Hydrology,
Vol. 354 pp.75-89, SCI.
3.Paulo Chaves and Fi-John Chang*, 2008, “Intelligent Reservoir Operation System Based on
Evolving Artificial Neural Networks”, Advances in Water Resources, Vol. 31 pp.926-936,
SCI.
4.Fi-John Chang*, Han-Chung Yang, Jau-Yau Lu, and Jian-Hao Hong, 2008, “Neural
Network Modeling for Mean Velocity and Turbulence Intensities of Steep Channel Flows”,
Hydrological Processes, 22, 265–274 SCI.
5.Yu-Chen Chiu, Li-Chiu Chang and Fi-John Chang*,2007, “Using Hybrid GA-SA Algorithm
for Fuzzy Programming of Reservoir Operation”, Hydrological Processes, Vol. 21
pp.3162-3172, SCI. (IF = 1.640, Rank: 7/57 in Water Resources)
6.Yen-Ming Chiang, Kuo-Lin Hsu b, Fi-John Chang*, Yang Hong and Soroosh
Sorooshian,2007, “Merging multiple precipitation sources for flash flood forecasting”,
Journal of Hydrology, Vol. 340 pp.183-196, SCI. (IF = 2.117,Rank: 1/83 in Engineering,
Civil)
7.Yen-Ming Chiang, Fi-John Chang*, Ben Jong-Dao Jou, and Pin-Fang Lin,2007, “Dynamic
ANN for Precipitation Estimation and Forecasting from Radar Observations”, Journal of
Hydrology, Vol. 334 pp.250-261, SCI.
8.Chang F.J.*, Chiang Yen-Ming and Chang Li-Chiu,2007, “Multi-step-ahead neural networks
for flood forecasting”, Hydrological Sciences Journal, Vol. 52(1) pp.114-130,SCI. (IF =
1.201)
9.Chen L.* and Chang F. J., 2007, “Applying a real-coded multi-population genetic algorithm
to multi-reservoir operation”, Hydrological Processes, Vol. 21 pp.688-698, SCI. (IF = 1.640,
Rank: 7/57 in Water Resources)
10.Chang F.J.*, Chang L.C. and Wang Y.S., 2007, “Enforced Self-Organizing Map Neural
Networks for River Flood Forecasting”, Hydrological Processes, Vol. 21 pp.741-749, SCI.
11.Chang F.J.*, Kuo-Yuan Tseng and Paulo Chaves,2007, “Shared Near Neighbors Neural
Network Model: A debris flow warning system”, Hydrological Processes, Vol. 21
pp.1968-1976, SCI.
12.Chang F. J.* and Chang Y. T.,2006, “Adaptive neuro-fuzzy inference system for prediction
of water level in reservoir”, Advanced in Water Resources, Vol. 29 pp.1-10, SCI. (IF = 1.648,
Rank: 5/57 in Water Resources)
13.Chen S. H., Lin Y. H., Chang L. C. and Chang F. J.*, 2006, “The Strategy of Building
a Flood Forecast Model by Neuro-Fuzzy Network”, Hydrological Processes, Vol. 20
pp.1525-1540, SCI.
14.Yang H. C. and Chang F. J.*, 2005, “Modelling the combined open channel flow by
artificial neural network”, Hydrological Processes, Vol. 19 pp.3747–3762, SCI.
15.Chang Y. T., Chang L. C. and Chang F. J.*, 2005, “Intelligent control for modeling of real
time reservoir operation: Part II ANN with operating curves”, Hydrological Processes,
Vol.19 pp.1431–1444, SCI.
16.Chang F. J.*, Chang L. C. and Chiang Y. M., 2005, “Reply to “Comment on ‘Comparison
of static-feedforward and dynamic feedback neural networks for rainfall-runoff modeling’ by
Y.M. Chiang, L.C. Chang, and F.J. Chang, 2004”. Journal of Hydrology 290, 297–311”,
Journal of Hydrology, Vol. 314 pp.204-206, SCI.
17.Chang F. J.*, Chen L. and Chang L. C., 2005, “Optimising the reservoir operation rule
curves by genetic algorithms”, Hydrological Processes, Vol. 19 pp.2277–2289, SCI.
18.Chang L.C., Chang F.J.* and Tsai Y.H., 2005, “The Fuzzy Exemplar-Based Inference
System for Flood Forecasting”, Water Resources Research, Vol. 41, W02005, SCI. (IF =
1.894, Rank: 3/57 in Water Resources)
19.Chiang Y. M., Chang L. C. and Chang F. J.*, 2004, “Comparison of static-feedforward and
dynamic-feedback neural networks for rainfall-runoff modeling”, Journal of Hydrology, Vol.
290 pp.297-311, SCI.
20.Chang L. C., Chang F. J.* and Chiang Y. M., 2004, “A two-step ahead recurrent neural
network for streamflow forecasting”, Hydrological Processes, Vol. 18 pp.81-92, SCI.
21.Chang F. J.*, Lai J. S. and Kao L. S., 2003, “Optimization of operation rule curves and
flushing schedule in a reservoir”, Hydrological Processes, Vol. 17, pp1623-1640, SCI.
22.Chang F. J.*, Chen Y. C., 2003, “Estuary water-stage forecasting by using Radial Basis
Function neural network”, J. of Hydrology, Vol. 270, pp158-166, SCI.
23.Chang L. C., Chang F. J.*, 2002, “An efficient parallel algorithm for LISSOM neural
network”, Parallel Computing, Vol. 28, pp 1611-1633, SCI.
24.Chang F. J.*, Chang L. C., and Huang H. L., 2002, “Real time recurrent learning neural
network for streamflow forecasting”, Hydrological Processes, Vol. 16, No. 13, pp2577-2588,
SCI NSC89-2313-B-002-042.
25.Chang F. J.*, Liang J. M., and Chen Y. C., 2002, “Fuzzy clustering neural network as flood
forecasting model”, Nordic Hydrology, Vol. 33, No. 4, pp 275-290, SCI .
26.Chang F. J.*, Hui S. C., and Chen Y. C., 2002, “Reservoir operation using grey fuzzy
stochastic dynamic programming”, Hydrological Processes, Vol. 16, No. 12, pp2395-2408,
SCI.
27.Chang F. J.* and Chen Y. C., 2001, “A counterpropagation fuzzy-neural network modeling
approach to real-time streamflow prediction”, J. of Hydrology, Vol. 245, pp153-164. (SCI)
(Times Cited: 35)
28.Chang L. C. and Chang F. J.*, 2001, “Intelligent control for modeling of real time reservoir
operation”, Hydrological Processes, Vol. 15, No. 9, pp1621-1634. (SCI).( Times Cited: 26)
29.鍾昌翰、張斐章*, 2008, "影像處理應用於河床粒徑分佈之研究",台彎水利(Accepted).
30.張斐章*、蔡亞欣、王國威, 2007, "類神經網路於河川洪水預報系統之研究", 中興工程,
Vol. 97, pp.121-125.
31.高慧珊、何宜樺、黃振昌、張斐章*, 2007, "以自組特徵映射網路推估日蒸發量",台灣
水利, Vol. 55, No. 3, pp18-25.
32.江衍銘、張斐章, 2007 , "以類神經網路建構定量降雨及多階段洪水預報模式",台灣水利,
Vol. 55, No. 2, pp25-33.
33.蔡孟蓉、江衍銘、張斐章, 2007 , "類神經網路結合衛星影像於颱風降雨預報",台灣水利,
Vol. 55, No. 1, pp22-31.
34.張凱堯、張斐章, 2007 , "反傳遞模糊類神經網路於抽水站操作之應用",農業工程學報,
Vol.53, No.1, pp82-91.
35.張麗秋、王國威、張斐章*, 2007, "逐時更新類神經網路於河川多階段洪水預測之探討
",台灣水利.(accepted)
36.張凱堯、張麗秋、張斐章, 2006, "結合空間推論與遺傳演算法校驗SWMM 模式", 台灣
水利, Vol. 54, No. 2, pp37-49.
37.江衍銘、張斐章, 2006 , "以遙測資訊建立類神經網路雲分類系統於雨量推估及洪水預
測",農業工程學報, Vol.52, No.4, pp39-47.
38.曾國源、張斐章, 2006, "以共用臨域類神經網路架構土石流預警系統之研究", 水保學
報, Vol.37, No. 3, pp259-270.
39.張麗秋、林永堂、張斐章, 2005, "結合OLS 與SGA 建構輻狀基底類神經網路於洪水
預測之研究",台灣水利, Vol. 53, No. 4, pp25-38.
40.蔡逸文、陳獻、張斐章, 2005, "灌排水路應用生態工法實施流程之擬議", 農業工程學
報, Vol. 51, No. 4, pp74-86.
41.邱昱禎、張雅婷、張斐章, 2005, "模糊系統規劃理論於水資源經營之研究", 台灣水利,
Vol.53, No.1, pp11-22.
42.張斐章、王元鵬, 2004, "以禁忌演算法優選輻狀基底類神經網路之參數", 台灣水利,
Vol. 52, No. 4, pp 43-52.
43.蔡明華、張斐章、高力山、張景忠, 2004, "灌區水利設施綜合效益評估模式之應用", 農
業工程學報, Vol. 50, No. 2, pp 1-9.
44.張麗秋、張斐章、張景忠, 2003, "水災防救資料庫擴充及供應系統建立", 台灣水利, Vol.
51, No. 3, pp 47-57.
45.惠士奇、張斐章、李英正、徐繼鵬, 2003, "桃園農田水利會南部灌區河水堰現況調查
評估及資訊化介面建立", 台灣水利, Vol. 51, No. 3, pp 69-76.
46.張斐章、楊翰宗、陳彥璋, 2002, "以類神經網路模擬光滑陡坡明渠水流最大流速發生
位置", 台灣水利, Vol. 50, No. 1, pp 34-43.
47.張景忠、張斐章、張麗秋, 2002, "建立水文分析電腦化作業系統", 台灣水利, Vol. 50,
No. 2, pp 46-58.
48.陳彥璋、張斐章、楊翰宗, 2002, "大型流量計之校正", 台灣水利, Vol. 50, No. 3, pp
20-26.
49.陳彥璋、張斐章、楊翰宗, 2002, "高效率量測法應用於淨水場明渠流量之推估", 農業
工程學報, Vol. 48, No. 3, pp 1-9.
(B)研討會論文
1. 張凱堯、張麗秋、張斐章, 2005, "反傳遞類神經網路於抽水站操作之應用" , 水資源
管理研討會.
2. 蔡孟蓉、張麗秋、張斐章, 2005, "應用類神經網路及GMS-5 衛星影像預測颱風降雨
量", 水資源管理研討會.
3. 邱昱禎、張斐章, 2005, "水庫配合休耕之營運策略", 水資源管理研討會.
4. 張斐章、張雅婷、張麗秋, 2005, "結合人工智慧與專家知識之智慧型水庫操作系統",
農業工程研討會.
5. 陳永祥、張斐章, 2005, "基因規劃法應用於週期性流量預測之研究", 農業工程研討會
6. 蔡亞欣、邱昱禎、張麗秋、張斐章, 2005, "蘭陽溪—水文防洪預測模式之建置", 農業
工程研討會
7. 張斐章、孫建平, 2004, "流量變化於生態河川流態及水資源管理之研究", 第一屆生態
工程學術研討會, pp 289-300.
8. 張斐章, 2004, "智慧型水庫操作系統", 大壩安全管理與技術發展暨小水電開發研討
會.
9. 張斐章、張景忠, 2004, "農業用水之經營管理策略", 缺水時期之水資源利用與管理策
略研討會.
10. 張斐章、李英正、張雅婷, 2004, "檢視台灣地區農業用水之水權—以桃園農田水利會
水權登記例",桃園大圳水資源暨營運管理學術研討會, pp 98-117.
11. 張斐章、惠士奇, 2004, "桃園農田水利會河水堰水理分析及資料庫建立",桃園大圳水
資源暨營運管理學術研討會, pp 200-214.
12. 張雅婷、張斐章, 2004, "智慧型控制理論於水庫操作之應用", 水資源管理2003 研討
會, pp 3-23 ~ 3-36.
13. Fi-John Chang, Yu-Chen Chiu and Li-Chiu Chang, 2003, "A Hybrid Genetic Algorithm-
Simulated Annealing For Optimizing Reservoir Operation", AGU Fall Meeting.
14. 惠士奇、張斐章、張麗秋, 2003, "濁水溪流域暴雨時期流量預測之研究",農業工程研
討會.
15. 楊翰宗、張斐章,2003, "倒傳遞類神經網路應用於接合明渠流之研究", 農業工程研討
會.
16. 張麗秋、江衍銘、黃浩倫、張斐章, 2003, "智慧型水文防洪分析系統之研究", 水資源
管理研討會, pp 6-11~6-22.
17. Fi-John Chang, Yu-Chen Chiu and Li-Chiu Chang, 2003, "A Hybrid Genetic Algorithm-
Simulated Annealing For Optimizing Reservoir Operation", AGU Fall Meeting.
18. 惠士奇、張斐章、張麗秋, 2003, "濁水溪流域暴雨時期流量預測之研究",農業工程研
討會.
19. 楊翰宗、張斐章,2003, "倒傳遞類神經網路應用於接合明渠流之研究", 農業工程研討
會.
20. 張麗秋、江衍銘、黃浩倫、張斐章, 2003, "智慧型水文防洪分析系統之研究", 水資源
管理研討會, pp 6-11~6-22.
21. F. J. Chang, Y. C. Chen, 2002, "Flood forecasting using the radial basis function neural
network with fuzzy min-max clustering", Proceedings of the Second International
Symposium on Flood Defense, Vol. 2, pp 861-866.
22. 楊翰宗、張斐章、陳彥璋, 2002, "倒傳遞網路應用於試驗量測資料模擬之研究", 第十
三屆水利工程研討會, pp K95-K101.
23. 邱昱禎、張斐章, 2002, "應用模擬退火法於水庫操作之研究", 水資源管理2002 研討
會, pp 217-231.
24. 張斐章、高力山, 2002, "應用假設市場法評估農田水利工程之環境效益", 水資源管理
2002 研討會, pp 405-417.
25. 邱建堯、張景忠、張斐章, 2002, "台灣地區農業用水之水資源及水權補償轉移與經營
展望之研究", 水資源管理2002 研討會, pp 455-464.
26. 阮忠信、張斐章, 2002, "人工水生態環境枝生態工程設計—以美國佛羅里達州
Kanapaha 植物園之水花園與台灣大學溪頭實驗林區大學池為例", 水資源管理2002 研
討會, pp 553-562.
27. 王元鵬、張景忠、張斐章, 2002, "等雨量線法推估平均雨量—以高屏溪流域為例", 水
資源管理2002 研討會, pp 621-632.
(C)專書
1. 張斐章、張麗秋, 2005, "類神經網路", 東華書局.
2. 張斐章、張麗秋、黃浩倫, 2003, "類神經網路─理論與實務", 東華書局.