Optimized adaptive neuro-fuzzy inference system using metaheuristic algorithms: Application of shield tunnelling ground surface settlement prediction
Deformation of ground during tunnelling projects is one of the complex issues that is required to be monitored carefully to avoid the unexpected damages and human losses. Accurate prediction of ground settlement (GS) is a crucial concern for tunnelling problems, and the adequate predictive model can...
| Main Authors: | Liu, Xinni, Hussein, Sadaam Hadee, Kamarul Hawari, Ghazali, Tung, Tran Minh, Yaseen, Zaher Mundher |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Hindawi Limited
2021
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/32485/ http://umpir.ump.edu.my/id/eprint/32485/1/Optimized%20adaptive%20neuro-fuzzy%20inference%20system%20using%20metaheuristic.pdf |
Similar Items
Effect Of Pipe Roof Support On The Ground Settlement Induced By Shallow Tunnel Excavation
by: Abdul Latif, Mohd Fandey
Published: (2016)
by: Abdul Latif, Mohd Fandey
Published: (2016)
Causality-Guided Explainable Deep-Learning Model for Managing Tunnel-Induced Ground Settlement Risks
by: Liu, W., et al.
Published: (2025)
by: Liu, W., et al.
Published: (2025)
Utilizing IFC for shield segment assembly in underground tunneling
by: Zhou, Y., et al.
Published: (2018)
by: Zhou, Y., et al.
Published: (2018)
A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012)
by: Hossen, Md. Jakir
Published: (2012)
Estimation of adjacent building settlement during drilling of urban tunnels
by: Pourakbar, Shahram, et al.
Published: (2014)
by: Pourakbar, Shahram, et al.
Published: (2014)
Rainfall-runoff modelling using adaptive neuro-fuzzy inference system
by: Nurul Najihah, Che Razali, et al.
Published: (2020)
by: Nurul Najihah, Che Razali, et al.
Published: (2020)
Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system
by: Karimaldini, Fatemeh
Published: (2011)
by: Karimaldini, Fatemeh
Published: (2011)
Tunnelling-induced ground displacements in sand
by: Zhou, Bo
Published: (2015)
by: Zhou, Bo
Published: (2015)
Radar interferometry based settlement monitoring in tunnelling: visualisation and accuracy analyses
by: Schindler, Steffen, et al.
Published: (2016)
by: Schindler, Steffen, et al.
Published: (2016)
An evaluation of the potential of adaptive neuro-fuzzy inference system in hydrological modelling and prediction
by: Ngahzaifa, Ab. Ghani
Published: (2012)
by: Ngahzaifa, Ab. Ghani
Published: (2012)
Prediction of maximum in-cylinder pressure by adaptive neuro-fuzzy inference system method
by: Jaliliantabar, Farzad, et al.
Published: (2020)
by: Jaliliantabar, Farzad, et al.
Published: (2020)
Electricity consumption forecasting using Adaptive Neuro-Fuzzy Inference System (ANFIS)
by: K.G., Tay, et al.
Published: (2019)
by: K.G., Tay, et al.
Published: (2019)
Determining radius of influence of the face in EPB shield tunneling by finite difference method
by: Sharifzadeh, Mostafa, et al.
by: Sharifzadeh, Mostafa, et al.
Predicting online banking fraud using adaptive neuro-fuzzy inference system (ANFIS)
by: Zammarah, Nuha Abdullah, et al.
Published: (2017)
by: Zammarah, Nuha Abdullah, et al.
Published: (2017)
Evaluation of wind turbine power generation by using an adaptive neuro fuzzy inference system
by: Hossain, Altab, et al.
Published: (2013)
by: Hossain, Altab, et al.
Published: (2013)
An Adaptive Neuro-Fuzzy Inference System for a Dynamic Production Environment under Uncertainties
by: Amir, Azizi, et al.
Published: (2013)
by: Amir, Azizi, et al.
Published: (2013)
Multi-adaptive Neuro-Fuzzy Inference System for dielectric properties of oil palm fruitlets
by: Adedayo, Ojo O., et al.
Published: (2014)
by: Adedayo, Ojo O., et al.
Published: (2014)
Optimizing Adaptive Neuro Fuzzy Inference System (Anfis) With Dragonfly Algorithm For Cardiovascular Disease
by: Jinjiri, Wada Mohammed
Published: (2023)
by: Jinjiri, Wada Mohammed
Published: (2023)
Comparison of 60GHz CSRRs Ground Shield and Patterned Ground Shield On-chip Bandpass Filters Designed for 0.18μm CMOS Technology
by: Mat, D.A.A, et al.
Published: (2015)
by: Mat, D.A.A, et al.
Published: (2015)
An integrated platform for design and numerical analysis of shield tunnelling processes on different levels of detail
by: Ninić, Jelena, et al.
Published: (2017)
by: Ninić, Jelena, et al.
Published: (2017)
Building Information Modelling in mechanised shield tunnelling: a practitioner's outlook to the near future
by: Stascheit, Janosch, et al.
Published: (2018)
by: Stascheit, Janosch, et al.
Published: (2018)
Design of sequential excavation method for large span urban tunnels in soft ground – Niayesh tunnel
by: Sharifzadeh, Mostafa, et al.
Published: (2013)
by: Sharifzadeh, Mostafa, et al.
Published: (2013)
Optimal adaptive neuro-fuzzy inference system architecture for time series forecasting with calendar effect
by: Putriaji Hendikawati,, et al.
Published: (2022)
by: Putriaji Hendikawati,, et al.
Published: (2022)
Detection of Epileptic EEG Signal Using Wavelet Transform and Adaptive Neuro-Fuzzy Inference System
by: Khosropanah, Pegah
Published: (2011)
by: Khosropanah, Pegah
Published: (2011)
Adaptive complex neuro-fuzzy inference system for non linear modeling and time series prediction
by: Shoorangiz, Mohammadreza
Published: (2013)
by: Shoorangiz, Mohammadreza
Published: (2013)
Tool condition monitoring of friction drilling process using adaptive neuro-fuzzy inference system
by: Abdul Mutalib, Mohd Zurrayen
Published: (2021)
by: Abdul Mutalib, Mohd Zurrayen
Published: (2021)
Surface roughness prediction in high speed end milling using
adaptive neuro-fuzzy inference system
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)
In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs
by: Mohd Yusof, Nur Hidayah, et al.
Published: (2019)
by: Mohd Yusof, Nur Hidayah, et al.
Published: (2019)
Short-term aging performance and simulation of modified binders using adaptive neuro-fuzzy inference system
by: Alas, Mustafa
Published: (2022)
by: Alas, Mustafa
Published: (2022)
Fracture density estimation from petrophysical log data using Adaptive Neuro-Fuzzy Inference System
by: Kadkhodaie, Ali
Published: (2011)
by: Kadkhodaie, Ali
Published: (2011)
Integration of Adaptive Neuro-Fuzzy Inference System, Neural Networks and Geostatistical Methods for Fracture Density Modeling
by: Kadkhodaie, Ali, et al.
Published: (2013)
by: Kadkhodaie, Ali, et al.
Published: (2013)
Adaptive Neuro-Fuzzy Inference System Model Based on the Width and Depth of the Defect in an Eddy Current Signal
by: Moneer, A. Faraj, et al.
Published: (2017)
by: Moneer, A. Faraj, et al.
Published: (2017)
Reservoir Inflow Forecasting Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Techniques
by: Googhari, Shahram Karimi
Published: (2007)
by: Googhari, Shahram Karimi
Published: (2007)
Finite element modelling of ground vibrations due to tunnelling activities
by: Rahman, Muhammad, et al.
Published: (2011)
by: Rahman, Muhammad, et al.
Published: (2011)
Gas Ground Risks and Geological investigations for TBM Tunneling in Iran
by: Zarei, H., et al.
Published: (2011)
by: Zarei, H., et al.
Published: (2011)
Assessment The Influence Of Building's Geometry And Weight On Surface Settlement Induced By Tunneling Using a Numerical Finite Element Method – The Case Of Niayesh Tunnel Project
by: Sharifzadeh, Mostafa, et al.
Published: (2011)
by: Sharifzadeh, Mostafa, et al.
Published: (2011)
Cubital tunnel
by: Khalid, Kamarul Ariffin
Published: (2019)
by: Khalid, Kamarul Ariffin
Published: (2019)
Comparison of predicted settlement behaviour to the field measurement of stone column improved ground
by: Raman, Selvem
Published: (2006)
by: Raman, Selvem
Published: (2006)
Application of adaptive neuro fuzzy inference system to support power transformer life estimation and asset management decision
by: Forouhari, Saleh, et al.
Published: (2018)
by: Forouhari, Saleh, et al.
Published: (2018)
Co - active neuro-fuzzy inference systems model for predicting crude oil price based on OECD inventories
by: Chiroma, Haruna, et al.
Published: (2013)
by: Chiroma, Haruna, et al.
Published: (2013)
Similar Items
-
Effect Of Pipe Roof Support On The Ground Settlement Induced By Shallow Tunnel Excavation
by: Abdul Latif, Mohd Fandey
Published: (2016) -
Causality-Guided Explainable Deep-Learning Model for Managing Tunnel-Induced Ground Settlement Risks
by: Liu, W., et al.
Published: (2025) -
Utilizing IFC for shield segment assembly in underground tunneling
by: Zhou, Y., et al.
Published: (2018) -
A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012) -
Estimation of adjacent building settlement during drilling of urban tunnels
by: Pourakbar, Shahram, et al.
Published: (2014)