Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam

The real-time compaction quality evaluation of earth-rock dam plays a pivotal role in ensuring dam safety. However, the current real-time compaction quality evaluation only takes the physical properties of compacted dam materials into account, which fails to characterize whether their mechanical pro...

Full description

Bibliographic Details
Main Authors: Minghui Liu, Xiaoling Wang, Jiajun Wang, Bo Cui, Boqi Deng, Mengnan Shi
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/8/1543
id doaj-53f0d3449564456fbbb031e351f7eed2
record_format Article
spelling doaj-53f0d3449564456fbbb031e351f7eed22020-11-25T00:49:18ZengMDPI AGApplied Sciences2076-34172019-04-0198154310.3390/app9081543app9081543Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock DamMinghui Liu0Xiaoling Wang1Jiajun Wang2Bo Cui3Boqi Deng4Mengnan Shi5State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, ChinaThe real-time compaction quality evaluation of earth-rock dam plays a pivotal role in ensuring dam safety. However, the current real-time compaction quality evaluation only takes the physical properties of compacted dam materials into account, which fails to characterize whether their mechanical property meets the requirements of deformation and destruction, and no quantitative heterogeneity of real-time compaction quality is studied. This paper presents a comprehensive evaluation method to address these problems. First, based on on-site tests, real-time physical and mechanical indices are obtained. Next, the analytic hierarchy process, extended by the interval model (<i>i</i>-AHP) method, is introduced for real-time compaction quality evaluation considering both these indices, and the hybrid compaction index (<i>HCI</i>) is firstly proposed based on the <i>i</i>-AHP method. Finally, an improved geostatistical analysis method (<i>i</i>-GAM) is developed to quantify the real-time compaction quality heterogeneity. A case study of an earth-rock dam project in southwest China demonstrates the effectiveness and advantages of the proposed method.https://www.mdpi.com/2076-3417/9/8/1543compaction quality evaluationearth-rock damphysical and mechanical properties<i>i</i>-AHP methodimproved geostatistical analysis method (<i>i</i>-GAM)real-time compaction monitoring (RTCM)
collection DOAJ
language English
format Article
sources DOAJ
author Minghui Liu
Xiaoling Wang
Jiajun Wang
Bo Cui
Boqi Deng
Mengnan Shi
spellingShingle Minghui Liu
Xiaoling Wang
Jiajun Wang
Bo Cui
Boqi Deng
Mengnan Shi
Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
Applied Sciences
compaction quality evaluation
earth-rock dam
physical and mechanical properties
<i>i</i>-AHP method
improved geostatistical analysis method (<i>i</i>-GAM)
real-time compaction monitoring (RTCM)
author_facet Minghui Liu
Xiaoling Wang
Jiajun Wang
Bo Cui
Boqi Deng
Mengnan Shi
author_sort Minghui Liu
title Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
title_short Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
title_full Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
title_fullStr Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
title_full_unstemmed Comprehensive Evaluation for Real-Time Compaction Quality Using <i>i</i>-AHP and <i>i</i>-GAM: Case Study of Earth-Rock Dam
title_sort comprehensive evaluation for real-time compaction quality using <i>i</i>-ahp and <i>i</i>-gam: case study of earth-rock dam
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2019-04-01
description The real-time compaction quality evaluation of earth-rock dam plays a pivotal role in ensuring dam safety. However, the current real-time compaction quality evaluation only takes the physical properties of compacted dam materials into account, which fails to characterize whether their mechanical property meets the requirements of deformation and destruction, and no quantitative heterogeneity of real-time compaction quality is studied. This paper presents a comprehensive evaluation method to address these problems. First, based on on-site tests, real-time physical and mechanical indices are obtained. Next, the analytic hierarchy process, extended by the interval model (<i>i</i>-AHP) method, is introduced for real-time compaction quality evaluation considering both these indices, and the hybrid compaction index (<i>HCI</i>) is firstly proposed based on the <i>i</i>-AHP method. Finally, an improved geostatistical analysis method (<i>i</i>-GAM) is developed to quantify the real-time compaction quality heterogeneity. A case study of an earth-rock dam project in southwest China demonstrates the effectiveness and advantages of the proposed method.
topic compaction quality evaluation
earth-rock dam
physical and mechanical properties
<i>i</i>-AHP method
improved geostatistical analysis method (<i>i</i>-GAM)
real-time compaction monitoring (RTCM)
url https://www.mdpi.com/2076-3417/9/8/1543
work_keys_str_mv AT minghuiliu comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
AT xiaolingwang comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
AT jiajunwang comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
AT bocui comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
AT boqideng comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
AT mengnanshi comprehensiveevaluationforrealtimecompactionqualityusingiiiahpandiiigamcasestudyofearthrockdam
_version_ 1725251798167453696