劉瀚聰 助理教授
[結構與監控]
聯絡電話:(07)381-4526#15232
傳真:
電子信箱: htliou@nkust.edu.tw
個人網頁:
實驗室:
研究中心:
研究專長:交通工程、運輸網路最佳化、區位選擇、智慧型運輸系統
授課領域:交通/運輸工程、運輸規劃、運輸網路分析、智慧型運輸系統、工程統計

1. Chiou, J.M., Liou, H.T., and Chen, W. H., "Modeling Time-varying Variability and Reliability of Freeway Travel Time Using Functional Principal Component Analysis," IEEE Transactions on Intelligent Transportation Systems, Vol. 22, No. 1, pp. 257-266, 2021.  [Rank: 4/37=10.01%, Q1, IF: 5.744 in Transportation Science & Technology]

2. 胡守任、葉志韋、林定憲、劉瀚聰 (2020),「都市適應性號誌控制原理與發展」,土木水利雙月刊,第四十七卷,第四期,28-39頁。

3. Hu, S. R. Peeta, S. and Liou, H.T., "Integrated Determination of Network Origin-Destination Trip Matrix and Heterogeneous Sensor Selection and Location Strategy," IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 1, pp. 195-205, 2016. (SCI&EI) [Rank: 4/37=10.01%, Q1, IF: 5.744 in Transportation Science & Technology]

4. Hu, S.R. and Liou, H.T., "A Generalized Sensor Location Model for the Estimation of Network Origin-Destination Matrices," Transportation Research Part C, Vol. 40, pp. 93-110, February 7, 2014. (SCI) [Rank: 3/37=8.11%, Q1, IF: 5.775 in Transportation Science & Technology]

 

 

1. Chiou., J.M. and Liou, H.T., "A Study of Dynamical Travel Time Variability Using Conditional Density Functions," Proceedings Of the 22nd International Conference Of Hong Kong Society For Transportation Studies, December 9-11, 2017, Hong Kong, China.

2. Hu, S.R., Peeta, S.,and Liou, H.T., "A Bilevel Optimization Model for Network Origin-Destination Matrix Estimation and Sensor Deployment Policy," proceedings of the Transportation Research Board (TRB) 94th Annual Meeting, January 11-15, 2015, Washington, D.C., U.S.A. [Subsidies from Ministry of Science and Technology, Taiwan]

1. 計畫主持人,整合最適車輛偵測器佈設準則與網路流量可觀察性之研究,科技部專題研究計畫,2021/08-2022/07

2. 協同主持人, 高速公路交通事故預測與緊急應變管理之研究,遠通電收ITS學術研究 (國立陽明交通大學),2021/08-

3. 協同主持人, 交通部補助區域運輸研究中心指定型計畫案 (雲嘉南區域運輸發展研究中心),2021/05-

4. 胡守任、劉瀚聰,「應用大數據分析技術探討大眾運輸系統智慧票證資料之旅次鏈行為」,109年度科技部補助延攬客座科人才計畫,2020.08-2021.01。

5. 胡守任、吳亭葦、吳信輝、王鶴霖、劉瀚聰,「以車道為基礎之擁擠定價模型探討高速公路需求管理」,科技部補助專題研究計畫(MOST 108-2410-H-009-058),2018.8-2019.07。

6. 丘政民、劉瀚聰,「使用隨機函數為預測變量之建模、預測及其應用」-結合階層式分群與動態分群解析高速公路旅行時間之時間變異,108年度科技部補助延攬客座科人才計畫,2019.01-2019.12。

7. 丘政民、陳菀蕙、劉瀚聰、黃稔庭、蔡忠廷、楊勻硯、林庭陞,「資訊可變標誌(CMS)資料之文字探勘於高速公路交通壅塞特性分析」,107年度中央研究院資料科學關鍵突破種子計畫,2017.01-2017.12。

8. Liou, H.T., Hu, S.R., Peeta, S., Kim, Y.H., Lee, C., " Stochastic Network Vehicular Origin-Destination Demands Using Multi-Sensor Information Fusion Approaches- Phase II, " Technical report, NEXTRANS Center, US DOT Region V University Transportation Research Center, Project No. 158PUY2.2, April 21, 2017.

9. Liou, H.T., Hu, S.R., Peeta, S., " Estimation of Time-Dependent Intersection Turning Proportions for Adaptive Traffic Signal Control under Limited Link Traffic Counts from Heterogeneous Sensors," Technical report, NEXTRANS Center, US DOT Region V University Transportation Research Center, Project No. 110PUY2.1, February 12, 2017.

10. 胡守任、劉瀚聰、黃惠珮、黃品芸、蕭孟如,「以整合式異質偵測器資料推估運輸路網旅次起訖矩陣-兩階段遞迴模式與隨機數學規劃之應用」,科技部補助專題研究計畫(MOST 104-2221-E-006-194),2015.8-2016.07。