跳到主要內容

簡易檢索 / 詳目顯示

研究生: 張家瑞
Jia-Ruey Chang
論文名稱: 建立台灣地區瀝青路面網級養護管理系統-以公路局中壢工務段為例
The Network-Level Flexible Pavement Maintenance Management System in Taiwan - The Case Study of Chung-Li Engineering Section of Taiwan Highway Bureau
指導教授: 林志棟
Jyh-Dong Lin
口試委員:
學位類別: 碩士
Master
系所名稱: 工學院 - 土木工程學系
Department of Civil Engineering
畢業學年度: 89
語文別: 中文
論文頁數: 319
中文關鍵詞: 柔性路面路面養護管理系統模糊積分模糊迴歸遺傳演算法鑑別分析專家系統AHPTOPSISELECTRE灰色關聯分析地理資訊系統
外文關鍵詞: Flexible Pavement, Pavement Maintenance Managemen
相關次數: 點閱:7下載:0
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
  • 路面養護作業的重要性不亞於新建工程,台灣地區隨交通運輸需求急遽成長,道路面積逐年擴大,導致養護經費亦逐年提高,依據現況建立一套有效且適於國內實情之路面養護管理系統實為當務之急。本研究依據台灣地區柔性路面現況與環境特性需求,建立適合國內實用之路網層級路面養護管理系統。
    研究針對交通部公路局中壢工務段轄區,以兩部國內首見儀器-自動道路分析儀(ARAN)與落錘式撓度儀(FWD)-週期性擷取路況資料,建置路面資料庫以發展各後續子系統。首先,利用模糊積分的非加法特性提昇模糊迴歸分析之結果,建立路面現況服務能力指標(PSI)模式,使其更為合理且符合實情,指標具備93.32%之預測能力,可容忍之指標極限值為2.19;另外,依據試驗道路FWD試驗選取路面中間點溫度作為路面有效溫度,建立之撓度數據校估模式暨MODULUS溫度校正分析與國外研究之結果間呈現一致性,撓度校估模式於不同研究間之差異僅13%,續以三相法建立結構強度指標(SSI)模式並採鑑別分析研訂指標門檻,正確提供實務單位於路面結構評估之參考;此外,依據實際專家知識與經驗,利用模糊關係推演建構一套適於國內養護制度之柔性路面維修工法選定專家系統,解決養護維修的決策問題並建議所需的養護維修經費;再者,選取PSI、SSI、交通量、重車比、養護維修成本四個評估屬性,利用四種分析方法交互印證所建立之路段養護優選決策分析模式的有效性;最後,整合上述成果,將各分析模式結合路面各項資料與路網圖形化資料,發展中文化的路面養護管理地理資訊系統,該系統整合路面管理的理論、方法和實務經驗,期能藉此於國內實際推廣路面管理系統,增進路面管理作業之效率及品質,除可作為主管機關引用與研發之參考外,並可提供實務單位確實可行的管理策略與分析工具。



    Pavement condition data in the Chung-Li Engineering Section of Taiwan Highway Bureau collected periodically by ARAN and FWD were stored and used to establish a pavement database in this research. Present Serviceability Index (PSI) was developed by fuzzy integral incorporated with fuzzy regression. Fuzzy integral not only eliminates the shortcomings of conventional additive measure, but also improve the accuracy and objectiveness of fuzzy regression. The predictive ability of PSI model is 93.32% and the critical PSI value is 2.19. Besides, the AC mid-depth temperature was selected as the pavement effective temperature according to the FWD measurements on test road. The deflection correction model was developed using regression analysis with three prime affecting variables - pavement temperature, test load, and AC thickness. Comparisons of temperature correction factors with other studies find that although temperature correction factors for deflection were developed under different climatic conditions and pavement structures, the temperature correction factors differ, on average, by only approximately 13%. For overall structural evaluation, the Structural Strength Index (SSI) was established, with criteria to differentiate good or poor pavement structural condition. Furthermore, the selection of flexible pavement maintenance expert system was developed based on experts’ knowledge and experiences. This system can facilitate the maintenance decision and suggest the required cost. Moreover, the priority model of pavement maintenance was performed with four analytic methods for four evaluators - PSI, SSI, traffic volume, heavy-truck ratio, and maintenance cost. Four analytic methods were repeatedly used for cross checking and verifying the most reasonable assessment. Finally, integrating above outcomes to establish the geographic information system - pavement maintenance management system (GIS-PMMS). GIS-PMMS can be provided authorities as a reference for advanced exploration and can improve the efficiency and quality of pavement maintenance.

    封面 中文摘要 英文摘要 目錄 圖目錄 表目錄 第一章 緒論 1.1 研究背景 1.2 研究目的 1.3 研究範圍 1.4 研究架構與方法 1.5 研究內容與流程 1.6 研究成果與論文章節內容 第二章 路面管理系統文獻回顧 2.1 路面管理系統緣起 2.2 路面管理系統概論 2.3 路面管理系統管理層級 2.4 路面管理系統效益 2.5 路面養護管理系統概論 2.6 國內外路面管理系統回顧 第三章 路面檢測設備暨檢測分析 3.1 自動道路分析儀(ARAN) 3.2 落錘式撓度儀(FWD) 3.3 檢測規劃與成果分析 3.4 國內路面管理組織架構研擬 第四章 路面現況服務能力指標模式分析 4.1 路面現況服務能力指標回顧 4.2 小組評分調查與分析 4.3 路面破損模糊隸屬函數 4.4 模糊積分模型 4.5 路面現況服務能力評估模式 第五章 路面結構強度指標模式分析 5.1 路面結構撓度分析 5.2 路面撓度影響因子探討 5.3 研究規劃與試驗道路鋪築 5.4 撓度數據校估模式 5.5 路面結構強度評估模式 第六章 路面維修工法選定專家系統 6.1 專家系統建構緣起 6.2 專家系統觀念回顧 6.3 路面維修工法選定專家系統 第七章 路段養護優選決策分析模式 7.1 交通部公路局養護制度現況 7.2 優選排序屬性探討 7.3 路段養護優選決策分析模式 第八章 路面養護管理地理資訊系統 8.1 GIS介紹 8.2 GIS之位相關係 8.3 系統建構與說明 第九章 結論與建議 9.1 結論 9.2 建議 參考文獻

    參考文獻
    1.交通部公路局規劃處統計資料(http://www.thb.gov.tw/main_04.htm)
    2.THB, Taiwan, R.O.C., “Highway and Motor Transport Statistics of Taiwan Highway Bureau,” 1999.
    3.International Road Federation (IRF), World Road Statistics, 1992~1998年版。
    4.公路法,行政11-05-01,民國89年2月2日修正。
    5.姚祖康,路面管理系統,人民交通出版社,民國82年。
    6.“A Guide for Local Agency Pavement Managers,” Washington State Department of Transportation, the Northwest Technology Transfer Center, 1994.
    7.「自動道路分析儀(ARAN)使用手冊」,中央大學土木工程研究所,民國89年。
    8.「自動道路分析儀(ARAN)標準作業程序書」,中央大學土木工程研究所,民國89年。
    9.「JILS-20落錘式撓度儀(FWD)使用手冊」,中央大學土木工程研究所,民國89年。
    10.「JILS-20落錘式撓度儀(FWD)標準作業程序書」,中央大學土木工程研究所,民國89年。
    11.Haas, R., and Hudson, W. R., Pavement Management System, Robert E. Krieger Publishing Company, Malabar, Florida, 1986.
    12.Corney, D., and Croney, P., The Design and Performance of Road Pavement, McGraw-Hill International Editions, 2nd Edition, 1992.
    13.ASTM E 1166-91,“Guide for Network Level Pavement Management.”
    14.Guidelines on Pavement Management, AASHTO, 1985.
    15.Haas, R., Hudson, W. R., and Zaniewski, J., Modern Pavement Management, Krieger Publishing Company, Florida, 1994.
    16.Shahin, M. Y., Pavement Management for Airports, Roads, and Parking Lots, Chapman & Hall, New York, London, 1994.
    17.Peterson, D. E., “Pavement Management Practices,” Evanston, Wyoming, NCHRP Synthesis 135, TRB, 1987.
    18.AASHTO Guidelines for Pavement Management System, AASHTO, 1990.
    19.“Pavement Management Guide,” Final Report, Texas Transportation Institute, Texas A&M University, 2000.
    20.Cation, K. A., Shahin, M. Y., Scullion, T., and Lytton R. L., “Development of a preventive maintenance algorithm for use in pavement management system,” Transportation Research Record 1123, National Research Council, Washington, D.C., pp. 1-11, 1987.
    21.Bartell C., Kampe K., “Development of the California Pavement Management System Volume 1 System Description,” FHWA-CA-HM-7139-78-03, California DOT, 1978.
    22.Software Catalog of Selected Pavement Management Software for Local Transportation Agencies, 1997.
    (http://www.fhwa.dot.gov/engineering/hng40/catalog2.htm)
    23.Monismith, C. L., and Devaraj, B., “City of Long Beach, California Pavement System for Major Highways,” Implementation Package, Federal Highway Administration Research Report UCB-ITS-RR-88-17/2, Institute of Transportation Studies, University of California at Berkeley, February 1988.
    24.Tavakoli, A., “PMSC: Pavement management system for small communities,” Journal of Transportation Engineering, ASCE, Vol. 118, No. 2, pp.203-212, 1992.
    25.Shahin, M. Y., “Components of a pavement maintenance management system,” Transportation Research Record 781, National Research Council, Washington, D.C., pp. 31-38, 1980.
    26.Caldwell, G., “Development of a state wide maintenance management system for Queenland, An Etralin,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    27.「公共設施維護管理財務方案之研究」,台北市政府養護工程處,民國82年。
    28.熊彬成,「鋪面管理系統介紹-並以美國伊利諾州鋪面管理系統(ILLINET)為例」,台灣公路工程,第21卷,第8期,第10-21頁,民國84年2月。
    29.Hajek J. J., Phang, W. A., and Prakash, A., “Estimating the life of asphalt overlays using long-term pavement performance data,” Transportation Research Record 1117, National Research Council, Washington, D.C., pp. 143-151, 1987.
    30.Snaith, M. S., and Burrow, J. C., “Priority assessment,” Transportation Research Record 951, National Research Council, Washington, D.C., pp. 87-95, 1984.
    31.周家蓓、許添本,「台北市道路系統養護管理策略之研究」,台北市政府養工處,民國82年6月。
    32.Gerke, R. J., and Tooma, G. G., “Road pavement management — Information needs of a road authority,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    33.Bulman, J. M., and Weatherell R. M., “A practical method for regional road maintenance planning,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    34.Al-Abdullah, A. A., John, J., and Przybylinski, P., “Computer management system for Kuwait highway projects,” Sixth Conference Proceedings, Vol. 1, Technical Session II, Road Engineering Association of Asia and Australia, 1990.
    35.Arora, M. G., Al-Mana, A. L., and Al-Tayyib, A. J., “Pavement distress evaluation for road networks of Saudi Arabia,” Sixth Conference Proceedings, Vol. 1, Technical Session III, Road Engineering Association of Asia and Australia, 1990.
    36.Otsuku, A., and Tonizawn, S., “Maintenance and management of urban expressways in Japan,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    37.Verenne, P. J., and Jannessens, R., “Valorization of road maintenance techniques using standardised items recorded in a price data base,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    38.Paterson, W. D. O., “Quantifying the effectiveness of pavement maintenance and rehabilitation,” Sixth Conference Proceedings, Vol. 1, Technical Session I, Road Engineering Association of Asia and Australia, 1990.
    39.交通部台灣區國道高速公路局,「台灣區高速公路路面養護管理系統(第一期)」,民國72-77年。
    40.交通部運輸研究所,「市區道路鋪面養護管理系統建立之研究」,民國80-81年。
    41.交通部運輸研究所,「台灣地區一般公路鋪面養護管理系統建立之研究」,民國81-82年。
    42.台北市政府養工處,「台北市道路鋪面養護管理資料庫系統電腦程式建立之研究」,民國82-83年。
    43.交通部台灣區國道高速公路局,「中山高速公路路面養護管理系統電腦實務應用」,民國84-86年。
    44.交通部公路局,「路面維護管理系統」,民國86-88年。
    45.交通部運輸研究所,「道安智慧車之研究(一)-技術與應用領域之研究」,中央大學土木工程學系,民國85年8月。
    46.交通部運輸研究所,「道安智慧車之研究(二)-系統運用架構設計」,中央大學土木工程學系,民國86年8月。
    47.ASTM E 1656-94,“Guide for Classification of Automated Pavement Condition Survey Equipment.”
    48.“Pavement Deflection Analysis Participant Workbook,” U.S. Department of Transportation FHWA, NHI Course No. 13127, 1994.
    49.Davies, T. G., and Mamlouk, M. S., “Theoretical Response of Multilayer Pavement Systems to Dynamic Nondestructive Testing,” Transportation Research Record 1022, National Research Council, Washington, D.C., pp. 47-58, 1985.
    50.Hoffman, M. S., and Thompson, M. R., “Comparative Study of Selected Nondestructive Testing Devices,” Transportation Research Record 852, National Research Council, Washington, D.C., pp. 77-86, 1982.
    51.Stoffels, S. M., and Lytton, R. L., “Development of a Utility Evaluation for Nondestructive Testing Equipment Used on Asphalt Concrete Pavements,” Transportation Research Record 1117, National Research Council, Washington, D.C., pp. 134-142, 1987.
    52.Tholen, O., Sharma, J., and Terral, R. L., “Comparison of Falling Weight Deflectometer with Other Deflection Testing Devices.” Transportation Research Record 1007, National Research Council, Washington, D.C., pp. 131-144, 1985.
    53.Ullidtz, P., and Coetzee, N. F., “Analytical Procedures in Nondestructive Testing Pavement Evaluation,” Transportation Research Record 1482, National Research Council, Washington, D.C., pp. 61-66, 1995.
    54.鍾美娟,「衝擊式撓度指標評估路面強度之研究」,碩士論文,國立台灣大學土木工程研究所,民國86年5月。
    55.Chen, D. H., “Determination of Bedrock Depth From FWD Data,” Transportation Research Record 1655, National Research Council, Washington, D.C., pp. 127-134, 1999.
    56.Chen, D. H., Fernando, E., and Murphy, M., “Application of Falling Weight Deflectometer Data for Analysis of Superheavey Loads,” Transportation Research Record 1540, National Research Council, Washington, D.C., pp. 83-90, 1996.
    57.Newcomb, D. E., Lee, S. W., Mahoney, J. P., and Jackson, N. C., “The Use of Falling Weight Deflectometer Data in Monitoring Flexible Pavement Systems,” ASTM STP 1026, pp. 470-486, 1989.
    58.Parker, F., “Estimation of Paving Materials Design Modulie from Falling Weight Deflectometer Measurements,” Transportation Research Record 1293, National Research Council, Washington, D.C., pp. 94-101, 1991.
    59.Roesset, J. M., Stokoe, K. H., and Seng, C. R., “Determination of Depth to Bedrock from Falling Weight Deflectometer Test Data,” Transportation Research Record 1504, National Research Council, Washington, D.C., pp. 67-78, 1995.
    60.Paterson, W. D. O., and Vuren, D. J. V., “Diagnosis of Working Strains in a Pavement Using Deflection Profiler,” Proceedings, Australian Road Research Board, Vol. 7, Part 6, 1974.
    61.胡光復、周家蓓、張德文,「穩態非破壞性檢測法於鋪面工程之應用」,中華民國第七屆鋪面工程學術研討會論文集,第361-370頁,民國82年。
    62.JILS-20-FWD Owners Manual, Foundation Mechanics, Inc., 1999.
    63.于厚澤,資料庫系統原理與應用,松崗電腦圖書資料有限公司,民國73年8月。
    64.Carey, W. N., and Irick, P. E., “The Pavement Serviceability Performance Concept,” Highway Research Record 250, National Research Council, Washington, D.C., 1960.
    65.Hveem, F. N., “Types and causes of failures in highway pavement,” Highway Research Record 187, National Research Council, Washington, D.C., 1958.
    66.Hutchinson, B. G., “Principles of Subjective Rating Scale Construction,” Highway Research Record 46, National Research Council, Washington, D.C., pp.60-70, 1964.
    67.Sayers, M. W., and Karamihas, S. M., “The Little Book of Profile,” Transportation Research Record 1501, National Research Council, Washington, D.C., pp. 1-12, 1995.
    68.Chen, J. S., and Raza, D., “Network Level Pavement Maintenance in PAKISTAN,” 4th International Conference on Managing Pavement, 1998.
    69.Huang, Y. H., Pavement Analysis and Design, Prentice-Hall Inc., 1993.
    70.Maner, A.W., “Measurement for Determining Flexible Pavement Condition,” Highway Research Record 40, National Research Council, Washington, D.C., pp. 57-64, 1963.
    71.Pavement Management Committee, Roads and Transportation Association of Canada, “Output Measurement for Pavement Management Studies in Canada,” Proceedings third International Conference On the Structural Design of Asphalt Pavements, University of Michigan, 1972.
    72.AASHTO Guide for Design of Pavement Structures, American Association of State Highway and Transportation Officials, 1993.
    73.“Collection and Use of Pavement Condition Data,” NCHRP Synthesis of Highway Practice 76, Transportation Research Board, July 1981.
    74.林志棟,「本省路面工程整修標準芻議」,鋪面管理維護系統研討會專集(一),中央大學,民國80年。
    75.陳式毅,「AASHTO道路設計方法應用於台灣省道路試驗報告」,台灣省公路局,民國69年。
    76.吳政隆,「柔性鋪面現況服務力指標之研究」,碩士論文,台灣大學土木工程研究所,民國84年6月。
    77.江煌基,「高速公路鋪面服務能力指標建構之研究」,碩士論文,淡江大學土木工程研究所,民國84年6月。
    78.Al-Omari, B., and Darter, M. I., “Effect of Pavement Deterioration Types on IRI and Rehabilitation,” Transportation Engineering Series No. 83, Civil Engineering Studies, University of Illinois at Urbana-Champaign, July 1993.
    79.Al-Omari, B., and Darter, M. I., “Relationships Between IRI and PSR,” Transportation Engineering Series No. 69, Civil Engineering Studies, University of Illinois at Urbana-Champaign, September 1992.
    80.Gulen, S., Woods, R., Weaver, J., and Anderson, V. L., “Correlation of Present Serviceability Ratings with International Roughness Index,” Transportation Research Record 1435, National Research Council, Washington, D.C., pp. 27-37, 1994.
    81.Paterson, W. D. O., Road Deterioration and Maintenance Effects: Models for Planning and Management, The Highway Design and Maintenance Standards Series, The World Bank, Washington, D.C., 1987.
    82.Potter, D. W., “Measurement of Road Roughness in Australia,” Transportation Research Record 666, National Research Council, Washington, D.C., pp. 27-38, 1978.
    83.「公路養護技術規範」,中華人民共和國行業標準JTJ 073-96,中華人民共和國交通部,人民交通出版社,1996。
    84.ASTM D 5340-98,“Test Method for Airport Pavement Condition Index Surveys,” 1999.
    85.Baladi, G. Y., and Snyder, M. B., Highway Pavements (Volume I-III), Federal Highway Administration, NHI Course No. 13114, October 1987.
    86.張建彥,「剛性鋪面破壞整修管理系統建立之研究」,博士論文,台灣大學土木工程研究所,民國86年。
    87.張紹晃,「鋪面服務力指標構建方法之研究」,交通大學交通運輸研究所碩士論文,民國88年。
    88.Canadian Good Roads Association, “Manual on Pavement Investigations,” CGRA Tech Publication, No. 11, 1959.
    89.Canadian Good Roads Association, “A Guide to the Structural Design of Flexible and Rigid Pavement in Canada,” CGRA, 1965.
    90.Canadian Good Roads Association, “Pavement Evaluation Studies in Canada,” Proceedings of First International Conference on Structural Design of Asphalt Pavement, University of Michigan, 1967.
    91.Canadian Good Roads Association, “Field Performance Studies of Flexible Pavement in Canada,” Proceedings of First International Conference on Structural Design of Asphalt Pavement, University of Michigan, 1971.
    92.Nick, J. B., and Janoff, M. S., “Evaluation of Panel Rating Methods for Assessing Pavement Ride Quality,” Transportation Research Record 946, National Research Council, Washington, D.C., pp. 74-88, 1983.
    93.Janoff, M. S., “Methodology for Computing Pavement Ride Quality From Pavement Roughness Measurements,” Transportation Research Record 1084, National Research Council, Washington, D.C., pp. 104-110, 1986.
    94.Janoff, M. S., Nick, J. B., and Davit, P. S., “Pavement Roughness and Rideability,” NCHRP Report 275, Transportation Research Record, 1985.
    95.Riverson, J. D. N., Shina, K. C., Scholer, C. F., and Anderson, V. L., “Evaluation of Subjective Rating of Unpaved County Roads in Indiana,” Transportation Research Record 1128, National Research Council, Washington, D.C., pp. 37-45, 1987.
    96.Nair, S. K., and Hudson, W. R., “Serviceability Prediction From User-Based Evaluations of Pavement Ride Quality,” Transportation Research Record 1084, National Research Council, Washington, D.C., pp. 55-62, 1986.
    97.Fwa, T. F., and Gan, K. T., “Bus-Ride Panel Rating of Pavement Serviceability,” ASCE Journal of Transportation Engineering, Vol. 115, No. 2, 1989.
    98.ASTM E 1927-98,“Guide for Conducting Subjective Pavement Ride Quality Ratings.”
    99.Zaniewski, J. P., Hudson, S. W., and Hudson, W. R., “Pavement Condition Rating Guide,” ARE Inc., Austin, Texas, 1985.
    100.汪海鄂,「台灣省公路局路面養護作業之研究」,碩士論文,交通大學交通運輸研究所,民國80年6月。
    101.Roger Porkess著,陳賀琴譯,統計學辭典,貓頭鷹出版社,民國84年12月。
    102.曾國雄、鄧振源,多變量分析(Ⅰ)─理論應用篇,華泰書局,民國75年。
    103.曾國雄,多變量解析與其應用,華泰書局,民國80年。
    104.Nakamura, V. F., and Harold, L. M., “Serviceability Rating of Highway Pavement,” Highway Research Record 40, National Research Council, Washington, D.C., pp. 34-42, 1963.
    105.Asphalt Technology and Construction Practice, Instructors’ Guide, The Asphalt Institute Education Series No. 1 (ES-1), 2nd Ed. The Asphalt Institute, College Park, Md., January 1983.
    106.“Highway Pavement Distress Identification for Highway Condition and Quality of Highway Construction Survey,” Report DOT-FH-11-9175/NCHRP 1-19, FHWA, U.S. Department of Transportation, 1980.
    107.Chong, G. J., Phang, W. A., and Wrong, G. A., Manual for Condition Rating of Flexible Pavement Distress Manifestations, Ministry of Transportation and Communication in Canada, Toronto, Ontario, 1975.
    108.Chen, S. J., and Hwang, C. L., Fuzzy Multiple Attribute Decision Making Making Methods and Applications, Springer Verlag, New York, 1992.
    109.Tanaka, H., and Uejima, S., and Asai, K., “Fuzzy Linear Regression Model,” presented at the International Congress On Applied systems Research and Cybernetics, Acapulco, Mexico, pp. 12-15, 1980.
    110.Ichihashi, H., Tanaka, H., and Asai, K., “An application of fuzzy integrals to multi-attribute decision problems,” Communication First IFSA Congress, Palma de Mallorca, Paralle Session 5, 1985.
    111.Ishai, I., Herrin, M., and Leveren, D. G., “Analysis of failure modes and related required properties in asphalt-treated cold mix bases,” Association of Asphalt Pavement Technology 44, pp.519-536, 1975.
    112.Ralescu, D. A., and Adams, G., “Fuzzy integral,” Journal of Mathematical Analysis and Applications, Vol. 75, No. 2, pp.562-570, 1980.
    113.Lee, K. M., and LeeKwang, H., “Identification of λ-fuzzy measure by genetic algorithm,” Fuzzy Sets and Systems, Vol. 75, No. 3, pp.301-309, 1995.
    114.Sugeno, M., “Theory of fuzzy integrals and its application,” Ph.D. Dissertation, Tokyo Institute of Technology, 1974.
    115.Mori, T., and Murofushi, T., “An analysis of evaluation model using fuzzy measure and the Choquet integral,” Proceedings of the 5th Fuzzy Systems Symposium, pp. 207-212, Japanese, 1989.
    116.Murofushi, T., and Sugeno, M., “An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy measure,” Fuzzy Sets and Systems, Vol. 29, No. 2, pp. 201-227, 1989.
    117.Murofushi, T., and Sugeno, M., “A theory of fuzzy measures — representations, the Choquet integral, and null sets,” Journal of Mathematical Analysis and Applications, Vol. 159, No. 2, pp.532-549, 1991.
    118.Kaiser, H. F., “The Varimax criteria for analysis rotation in factor analysis,” Psychometrika, Vol. 23, No. 2, pp.187-200, 1958.
    119.Fogel, D. B., “An Evolutionary Approach to the Traveling Salesman Problem,” Biological Cybernetics, Vol. 60, pp.139-144, 1988.
    120.Tahani, H., and Feller, J. M., “ Information fusion in computer vision using the fuzzy integral,” IEEE Systems Man Cybernet, Vol. 20, No. 3, pp. 733-741, 1990.
    121.黃俊英,多變量分析,華泰文化事業公司,民國87年8月6版。
    122.Sayers, M. W., Gillespie, T. D., and Queiroz, C. A. V., The International Road Roughness Experiment, Washington D.C., U.S.A., The World Bank, 1986.
    123.Sayers, M. W., Gillespie, T. D., and Paterson, W. D. O., Guideline for Conducting and Calibrating Road Roughness Measurement, Washington D.C., U.S.A., The World Bank, 1986.
    124.Gillespie, T. D., Sayers, M. W., and Segal, L., “Calibration of Response-Type Road Roughness Measuring Systems,” NCHRP Report 228, 1980.
    125.Sayers, M. W., “On the Calculation of IRI from Longitudinal Road Profile,” Transportation Research Record, National Research Council, Washington, D.C., pp. 55-62, 1995.
    126.Burger, W., Canisius, P. P., and Sulten, P., “Toward a New Pavement Management System in Germany: Organization, Data Collection, Experiences, and Innovations,” 3rd International Conference on Managing Pavements, Vol. 1, pp.150-160, 1994.
    127.林志棟、張家瑞、洪境聰、張其教,「鋪面檢測車於鋪面維護管理之應用」,道路新進技術發展與應用研討會,台灣營建研究院,第35-76頁,民國88年6月。
    128.Sayers, M. W., “Profiles of Roughness,” Transportation Research Record 1260, National Research Council, Washington, D.C., pp. 106-111, 1990.
    129.劭順利,「模糊迴歸模型之探討及其在風險係數β之研究」,碩士論文,中央大學資訊管理研究所,民國83年6月。
    130.淺野真,土方一彥,小山健,「有關模糊可能性迴歸分析之模糊係數寬度之研究」,日本模糊學會學刊,Vol. 9, No. 3, pp.395-401, 1997. (In Japanese)
    131.Highway Research Board, “The AASHO Road Test: Report 5-Pavement Research,” Highway Research Board Special Report 61-E, 1962.
    132.Carey, W. N., “The Need for Making Condition Surveys of Highway,” Highway Research Record 40, National Research Council, Washington, D.C., pp.45-54, 1963.
    133.賴登明,「以穩態撓度指標評估路面強度之研究」,博士論文,台灣大學土木工程研究所,民國81年6月。
    134.張記恩,「撓度試驗數據處理與路面結構指標之結合運用」,碩士論文,淡江大學土木工程研究所,民國86年6月。
    135.蔡攀鰲、陳偉全,「FWD應用在瀝青路面加鋪厚度設計之研究」,中華民國第九屆鋪面工程學術研討會,民國86年8月。
    136.林志棟,「利用動力撓度宜觀測路面撓度以評估路面強度之研究」,台灣省公路局材料試驗所,民國68年6月。
    137.倪至寬、薛博允,「路面評審儀評估鋪面的多層彈性力學分析與電腦應用」,交通部運輸研究所,民國83年6月。
    138.Mamouk, M. S., “Use of Dynamic Analysis in Predicting Field Multilayer Pavement Moduli,” Transportation Research Record 1043, National Research Council, Washington, D.C., pp. 84-97, 1985.
    139.汪立威,「柔性鋪面彈性模數之回算及試驗分析」,碩士論文,中央大學土木工程研究所,民國83年6月。
    140.Stvaneswaran, N., Kramer, S., and Mahoney, J. P., “Advanced Backcalculation Using a Nonlinear Least Squares Optimization Technique,” Transportation Research Record 1293, National Research Council, Washington, D.C., pp. 64-78, 1991.
    141.Kim, Y. R., Hibbs, B. O., and Lee, Y. C., “Temperature Correction of Deflections and Backcalculated Asphalt Concrete Moduli,” Transportation Research Record 1473, National Research Council, Washington, D.C., pp. 71-85, 1995.
    142.藍義隆,「水對路面結構強度影響之研究」,碩士論文,中央大學土木工程研究所,民國86年6月。
    143.Chan, F. W., and Armitage, K. R., “Evaluation of Flexible Pavements in the Middle East”, Eighth International Conference on Asphalt Pavements, University of Washington Seattle”, Washington, pp. 459-469, 1997.
    144.Chen, D. H., Bilyeu, J., and Murphy, M. R., “Temperature Correction on FWD Measurements,” Accepted for presentation and publication for 79th Transportation Research Board Annual Meeting, Paper number 001428, 2000. (In Print)
    145.Montgomery, D., Design and Analysis of Experiments, 1991.
    146.Lemley, B., “Artificial Expertise: Intelligent Software for Problem Solving,” PC Magazine, Vol. 4, No. 8, pp.106-112, 1985.
    147.Gasching, J., Reboh, R., and Reiter, J., “Development of Knowledge-Based System for Water Resources Problems,” Technical Report SRI Project 1691, SRI International, 1981.
    148.Allez, F., Dauzats, M., Joubert, P., Labat, G. P., and Puggelli, M., “ERASME: An Expert System for Pavement Maintenance,” Transportation Research Record 1205, National Research Council, Washington, D.C., pp. 1-5, 1988.
    149.Yeh, C. I., Ritchie, G. S., and Schneider, J. B., “Potential Application of Knowledge Base Expert Systems in Transportation Planning and Engineering,” Transportation Research Record 1076, National Research Council, Washington, D.C., pp. 59-65, 1987.
    150.李文欽,「柔性路面維修之專家系統研究」,碩士論文,國立成功大學土木工程研究所,台南,民國79年。
    151.藍近群、許茂盛,「路面維修專家系統之知識庫研究」,第五屆路面工程學術研討會論文集,第135-146頁,民國80年。
    152.公路養護手冊,交通部技術標準規範公路類-公路工程部,幼獅文化事業公司,民國78年6月。
    153.Peter, J., Introduction to Expert Systems, Addison-Wesley Publishing Company, Workingham, England, pp. 1-246, 1986.
    154.Kumara, S. R., Kasyap, R. L., and Soyster, A. L., Artificial Intelligence and Manufacturing: An Introduction, Pennsylvania State University, pp. 122-134, 1989.
    155.Barr, A., and Feigenbaum, E. A., The Handbook of Artificial Intelligence, Heuristech Press, Stanford and William Kaufmann, Inc., Los Altos, California, pp. 1-409, 1982.
    156.Maher, M. L., Expert System for Civil Engineering: Technology and Application, published by the American Society of Civil Engineers, New York, pp. 1-148, 1987.
    157.Harmon, P., and King, D., Expert Systems, Artificial Intelligence in Business, John Wuley and Sons, Inc., New York, pp. 1-283, 1985.
    158.Townsend, C., and Feucht, D., Personal Expert System, Designing and Programming, Tab Book Inc, Pennsylvania, pp. 1-258, 1986.
    159.Gevater, W. B., “Expert Systems: Limited but Powerful,” IEEE Spectrum, pp. 39-45, 1983.
    160.葉怡成、郭耀煌,專家系統方法應用與實務,全欣資訊圖書,台北,民國80年。
    161.姚乃嘉、楊志斌,「專家系統在營建管理之應用」,營建自動化季刊冬季刊,民國83年。
    162.Hemaya, P. B., Knowledge Based Advisory System for Flexible Pavement Routine Maintenance, Faculty of Engineering and Applied Science Memorial University of Newfoundland, pp. 1-150, 1992.
    163.Hall, D., and Sporkin, D., “Expert Systems, Technology’s Answer to Information Overload,” Journal of Electronic Defense, pp. 43-59, 1986.
    164.Davenport, T. H., and Prusak, L., Working Knowledge: How Organizations Manage What They Know, Harvard Business School Press, 1997.
    165.柔性路面目視破壞調查手冊,中央大學土木工程研究所,民國87年。
    166.中華民國道路協會,「道路鋪面檢測技術與評估決策管理系統之研究」,交通部科技顧問室,民國88年10月。
    167.Kappa-PC Release Note Ver. 2.04, 2.1, 2.2, IntelliCorp, Inc., 1992.
    168.Kappa-PC Release User’s Guide Ver.2.0, IntelliCorp, Inc., 1992.
    169.Kappa-PC Advanced Topics Ver.2.0, IntelliCorp, Inc., 1992.
    170.Kappa-PC Reference Manual Ver.2.0, IntelliCorp, Inc., 1992.
    171.賴義龍,「柔性鋪面養護優先排序模式之構建」,碩士論文,國立台灣大學土木工程學研究所,民國85年5月。
    172.趙懿德,「鋪面養護管理系統之初步構建及電腦化之基礎研究」,碩士論文,國立台灣大學土木工程學研究所,民國82年6月。
    173.藍志雄,「柔性鋪面現況養護週期與資料查詢系統建立之研究-以宜蘭縣為例」,碩士論文,中央大學土木工程學研究所,民國86年6月。
    174.林志棟,「本省路面工程整修標準擬定之研究」,公路工程改善施工方法之研究第二輯,台灣省公路局材料試驗所,民國69年4月。
    175.侯和雄、周家蓓,「道路鋪面養護管理系統之建立」,中華民國第七屆鋪面工程學術研討會,第239-250頁,民國82年12月。
    176.Darter, M. I., and Shahin, M. Y., “Pavement Rehabilitation: Identifying the Need,” ASCE Journal of Transportation Engineering, Vol. 106, No. 1, pp. 1-10, 1980.
    177.Rada, G. R., and Perl, J., “Integrated Model for Project-Level Management of Flexible Pavement,” ASCE Journal of Transportation Engineering, Vol. 112, No. 4, pp. 381-399, 1986.
    178.Cohon, J. L., Multiobjective Programming and Planning Academic Press, New York, U.S.A, 1978.
    179.Zeleny, M., Multiple Criteria Decision Marking, McGraw-Hill, New York, U.S.A, 1982.
    180.曾國雄、蕭再安、鄧振源,「多評準決策方法之分析比較」,科學發展月刊,第216卷,第7期,第1008-1017頁。
    181.Voogd, H., “Multicriteria Evaluation with Mixed Qualitative and Quantitative Data,” Environment and planning B, Vol. 9, 1982.
    182.鄧振源、曾國雄,「層級分析法(AHP)的內涵特性與應用(上)」,中國統計學報,第27卷,第6期,第5-22頁,民國78年。
    183.鄧振源、曾國雄,「層級分析法(AHP)的內涵特性與應用(下)」,中國統計學報,第27卷,第7期,第1-20頁,民國78年。
    184.Saaty, T., The Analytic Hierarchy Process, McGraw-Hill Inc., New York, 1980.
    185.Hwang, C. L., and Yoon, K., Multiple Attribute Decision Making: Method and Applications, Springer-Verlag, 1981.
    186.Lai, Y. J., and Hwang, C. L., Fuzzy Multiple Objective Decision Making: Methods and Applications, Springer-Verlag, 1994.
    187.Lai, Y. J., Liu, T. Y., and Hwang, C. L., “TOPSIS for MODM,” European Journal of Operational Research, Vol. 76, No. 3, pp. 486-500, 1994.
    188.Benayoun, R., Roy, B., and Sussman, B., “ELECTRE: Use methode pour guider le choix en presence de points de vue multiples,” Direction Scientifique, 1966.
    189.Roy, B., and Bertier, B., “Lamerhode ELECTRE II: Use methode de classmener en presence de criteres multiples,” Direction Scientifique, Working Paper 142, 1981.
    190.蕭再安,「都市運輸節省能源對策之研究-多評準決策之應用」,碩士論文,國立交通大學交通運輸研究所,民國73年。
    191.Tzeng, G. H., and Shiau, T. A., “Energy Conservation Strategies in Urban Transportation-Application of Multiple Criteria Decision Making,” Energy Systems and Policy, Vol. 11, No. 1, pp. 1-19, 1987.
    192.曹勝雄、曾國雄,「ELECTRE多評準決策評估方法之應用比較-以停車場闢建優先順序之評估為例」,運輸,第14期,民國80年12月。
    193.Roy, B., and Vincke, P., “Relational Systems of preference with one or more Pseudo-Criteria: Some new concepts and Result,” Management Science, Vol. 30, pp. 1323-1335, 1984.
    194.Roy, B., and Vincke, P., “Pseudo-orders: Definition, Properties and Numerical Representation,” Mathematical Social Sciences, Vol. 14, pp. 263-274, 1981.
    195.Roy, B., and Vincke, P., “Multicriteria Analysis: Survey and Direction,” European Journal of Operational Research, Vol. 14, 1981.
    196.Goicoechea, D. R., and Duckstein, L., Multiobjective Decision Analysis with Engineering and Business Application,華泰書局出版,1982.
    197.王鐸元,「焚化爐區位選擇之研究」,碩士論文,國立交通大學,民國78年6月。
    198.張金寶,「都市道路空氣污染防治策略認知之研究」,碩士論文,國立交通大學,民國78年6月。
    199.Deng, J., “Control problems of grey systems,” System and Control Letters, Vol. 1, No. 5, pp. 288-294, 1982.
    200.Deng, J., “Introduction to grey system theory,” The Journal of Grey System, Vol. 1, No. 1, pp. 1-24. 1989.
    201.Shi, K., Grey Relation Theory and Its Applications, ISUMA 90, U.S.A., 1990.
    202.Luo, M., and Kuhnell, B. T., “Fault detection using grey relational grade analysis,” The Journal of Grey System, Vol. 5, No. 4, pp. 319-328, 1993.
    203.Tzeng, G. H., and Tsaur, S. H., “The multiple criteria evaluation of grey relation model,” The Journal of Grey System, Vol. 6, No. 2, pp. 87-108, 1994.
    204.Wang, M., and Zhao, M., “Grey relational analysis of trace elements in soil,” The Journal of Grey System, Vol. 2, No. 1, pp. 57-60,1990.
    205.Guo, H., “Identification coefficient of relational grade of grey systems,” The Journal of Fuzzy Mathematics, Vol. 3, No. 2, pp. 55-58, 1985.
    206.Wen, K. L., and Wu, J. H., “On identification coefficient & relational grade,” The Journal of Grey System, Vol. 8, No. 1, pp. 11-18, 1996.
    207.Simkowitz, H. J., Using Geographic Information System Technology to Enhance the Pavement Management Process, Caliper Corporation.
    208.Simkowitz, H. J., “Geographic Information Systems: An Important Technology for Transportation Planning and Operations,” U.S. Department of Transportation, Federal Highway Administration, 1988.
    209.Star, J., and Estes, J., Geographic Information Systems, An Introduction, Prentice Hall, Inc., 1990.
    210.Abkowitz, M., Walsh, S., Hauser, E., and Minor, L., “Adoption of geographic information systems to highway management,” Journal of Transportation Engineering, ASCE, Vol. 116, No. 3, pp. 310-327, 1990.
    211.臺灣省公路局,「台灣地區現行柔性路面設計方法之評價與改良之研究」,民國66年6月,第84頁。
    212.慶齡工業發展基金會、國立台灣大學合設工業研究中心,「台灣區高速公路路面績效預測模型與加鋪厚度設計之研究」,研究報告37-1,第45-55頁;研究報告37-2,第8-71頁,民國70年4月。
    213.邱景升、周宜強,MapInfo實務4.X,松崗電腦圖書資料股份有限公司,民國86年5月。
    214.台灣省縣市鄉鎮地圖集,大輿出版社,民國86年10月。
    215.「台灣省道路養護資料」,交通部公路局。

    QR CODE
    :::