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Water Resources Management

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01-02-2016

Comprehensive Evaluation Model of Debris Flow Risk in Hydropower Projects

Authors: Huaizhi Su, Meng Yang, Yeyuan Kang

Published in: Water Resources Management | Issue 3/2016

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Abstract

Debris flow risk in hydropower project is influenced by many factors such as own characteristics of debris flow, the scale and importance of hydropower project. It is a multi-index comprehensive evaluation problem for debris flow risk. According to the features on debris flow risk in hydropower project, the case-based reasoning method and fuzzy optimal recognition method are adopted to build the evaluation model for debris flow risk. Firstly, an evaluation index system of debris flow risk, which can describe the multiple influence factors on debris flow risk in hydropower project, is proposed. Based on the historical debris flow data, a typical debris flow base is established. Secondly, considering the uncertainty of debris flow in hydropower project, two evaluation models of debris flow risk, namely case-based reasoning model and fuzzy optimal recognition model, are established. Lastly, the two models are used to analyze and evaluate the debris flow risk in one actual hydropower project. The capabilities of two models are compared. It is indicated that the proposed models are suitable to be used to implement the comprehensive evaluation of debris flow risk in hydropower projects.

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Chen S (2001) Theory and model on fuzzy assessments for sustainably developmental systems and their application. Water Resour Power 19(1):32–35

Cui P, Yang K, Wei F (2001) Index system of debris-flow hazard assessment. J Nat Disasters 10(4):36–41

Kalapanidas E, Avouris N (2001) Short-term air quality prediction using a case based classifier. Environ Model Assess 16(3):263–272CrossRef

Lekkas GP, Avouris NM, Viras LG (1994) Case-based reasoning in environmental monitoring applications. Appl Artif Intell 8(3):359–376CrossRef

Li D, Luo H, Luo J (2012) The debris flow risk assessment model based on Rough Set. China Rural Water Hydropower 6:34–39

Lin Y, Chiu C, Lee P, Lin Y (2012) Applying fuzzy grey modification model on inflow forecasting. Eng Appl Artif Intell 25(4):734–743CrossRef

Liu X (2002) Advance in research on assessment for degree of regional debris flow hazard. Chin J Geol Hazard Control 13(4):1–9

Liu H, Gu X (2010) Hazard assessment of debris flow along highway based on extension AHP. Chin J Geol Hazard Control 21(3):61–66

Liu X, Tang C (1995) Danger assessment on debris flow. Science Press, Peking

Pai PF, Li LL, Hung WZ, Lin KP (2014) Using ADABOOST and rough set theory for predicting debris flow disaster. Water Resour Manag 28(4):1143–1155CrossRef

Qiao J, Zhao Y (2001) Review on rick degree regionalization of landslide. J Mt Sci 19(2):157–160

Richter MM (2009) The search for knowledge, contexts, and case-based reasoning. Eng Appl Artif Intell 22(1):3–9CrossRef

Sharma CS, Behera MD, Mishra A, Panda SN (2011) Assessing flood induced land-cover changes using remote sensing and fuzzy approach in Eastern Gujarat (India). Water Resour Manag 25(9):3219–3246CrossRef

Su J, Zhou X, Fan S (1993) A fuzzy set evaluation method of hazard degree of debris flow. J Nat Disasters 2(2):83–90

Su HZ, Wen ZP, Wu ZR (2011) Study on an intelligent inference engine in early-warning system of dam health. Water Resour Manag 25(6):1545–1563CrossRef

Su HZ, Hu J, Wu ZR (2012) A study of safety evaluation and early-warning method for dam global behavior. Struct Health Monit 11(3):269–279CrossRef

Su HZ, Yang M, Wen ZP (2015) Multi-layer multi-index comprehensive evaluation for dike safety. Water Resour Manag 29(13):4683–4699CrossRef

Tie Y, Tang C, Yu B (2009) Risk assessment of the debris flow hazards around the No.2 Yanghu hydropower plant. Sediment Geol Tethyan Geol 29(4):79–82

Wang B, Wang W, Qi J (2012) Study on risk assessment of debris flow based on coupling-coordination theory. Earth Environ 40(3):405–411

Wu ZR, Su HZ, Guo HQ (2008) Risk assessment method of major unsafe hydroelectric project. Sci China Ser E 51(9):1345–1352CrossRef

Xing G, Ding J, Chai T, Afshar P, Wang H (2012) Hybrid intelligent parameter estimation based on grey case-based reasoning for laminar cooling process. Eng Appl Artif Intell 25(2):418–429CrossRef

Zhou C, Tang C, Tie Y (2006) Evaluation of debris flow risk of Jinsha river basin in Yunnan province. Sci Soil Water Conserv 4(1):65–69

Title: Comprehensive Evaluation Model of Debris Flow Risk in Hydropower Projects
Authors: Huaizhi Su
Meng Yang
Yeyuan Kang
Publication date: 01-02-2016
Publisher: Springer Netherlands
Published in: Water Resources Management / Issue 3/2016
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI: https://doi.org/10.1007/s11269-015-1217-2

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