Rainfall-rinoff model based on ANN with LM, BR and PSO as learning algorithms

QR Code

Rainfall-rinoff model based on ANN with LM, BR and PSO as learning algorithms

Rainfall-runoff model requires comprehensive computation as its relation is a complex natural phenomenon. Various inter-related processes are involved with factors such as rainfall intensity, geomorphology, climatic and landscape are all affecting runoff response. In general there is no single r...

Full description

Bibliographic Details
Main Authors:	Mohd Romlay, Muhammad Rabani, Rashid, Muhammad Mahbubur, Toha @ Tohara, Siti Fauziah, Mohd Ibrahim, Azhar
Format:	Article
Language:	English
Published:	Blue Eyes Intelligence Engineering & Science Publication 2019
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/80019/ http://irep.iium.edu.my/80019/1/80019_Rainfall-Rinoff%20Model%20Based%20on%20ANN.pdf

Similar Items

Rainfall-runoff model based on ANN with LM, BR and PSO as learning algorithms
by: Mohd Romlay, Muhammad Rabani, et al.
Published: (2019)

Development of particle swarm optimization based rainfall-runoff prediction model for Pahang River, Pekan
by: M. Romlay, M. Rabani, et al.
Published: (2016)

A Comparison Between Levenberg-Marquardt (LM) Intelligent System And Bayesian Regularization (BR) Intelligent System For Flow Regime Classification
by: Sa'ad, Mohamad Iqbal
Published: (2006)

Flash floods prediction using real time data: an implementation of ANN-PSO with less false alarm
by: Khan, Talha Ahmed, et al.
Published: (2019)

Two-wheel balancing robot; review on control methods and experiments
by: Mohd Romlay, Mohamad Rabani, et al.
Published: (2019)

Gait identification and optimisation for amphi-underwater robot by using ant colony algorithm
by: Mohd Yusof, Muhammad Syafiq, et al.
Published: (2019)

Hybrid pid and pso-based control for electric power assist steering system for electric vehicle
by: Hanifah, Rabiatul A., et al.
Published: (2013)

Performance Evaluation of Hybrid SKF Algorithms: Hybrid SKF-PSO and Hybrid SKF-GSA
by: Badaruddin, Muhammad, et al.
Published: (2016)

Metaheuristic algorithms applied in ANN salinity modelling
by: Khudhair, Zahraa S., et al.
Published: (2024)

Optimization of the PID-PD parameters of the overhead crane control system by using PSO algorithm
by: Nur Iffah, Mohamed Azmi, et al.
Published: (2019)

PSO-LFDE Algorithm on Constrained Real-Parameter Optimisation Test Functions
by: Nafrizuan, Mat Yahya, et al.
Published: (2023)

Multi-objective PSO based augmented control of a twin rotor system
by: Toha, Siti Fauziah, et al.
Published: (2011)

Effectiveness of nature-inspired algorithms using ANFIS for blade design optimization and wind turbine efficiency
by: Sarkar, Md. Rasel, et al.
Published: (2019)

Application of Artificial Neural Networks (ANN) for prediction the performance of a dual fuel internal combustion engine
by: M I, JAHIRUL, et al.
Published: (2009)

Energy consumption optimization with PSO scheme for electric power steering system
by: Hanifah, Rabiatul A., et al.
Published: (2014)

A comparative effectiveness of hierarchical and nonhierarchical regionalisation algorithms in regionalising the homogeneous rainfall regions
by: Chuan, Zun Liang, et al.
Published: (2022)

Development of electronic rain gauge system
by: Muhammad Mahbubur, Rashid, et al.
Published: (2015)

A New Approach of Optimal Search Solution in Particle Swarm Optimization (PSO) Algorithm for Object Detection Method
by: Zalili, Musa, et al.
Published: (2018)

A Risk Assessment of Transmission Line Overload Based on MLSI/PSO
by: Ruhaizad, Ishak, et al.
Published: (2019)

Perhubungan antara Pb dengan Br di udara Kuala Lumpur
by: Mohd. Yusoff, Mohd. Rashid, et al.
Published: (1990)

Performance of 2-DOF PID controller in AGC of two area interconnected power system using PSO algorithm
by: Peddakapu, Kurukuri, et al.
Published: (2022)

Rainfall-funoff modelling in batang layar and oya sub-catchments using pre-developed ann model for tinjar catchment
by: Awangku Faizal Sallehin, Awangku Brahim
Published: (2009)

LM Tests for Random Effects
by: Greene, William, et al.
Published: (2012)

Lost foam casting of LM6-Al-Si cast alloy
by: A. Asmael, Mohammed Bsher
Published: (2009)

Performance analysis of ANN based YCbCr skin detection algorithm
by: Aibinu, Abiodun Musa, et al.
Published: (2012)

An improved gbln-pso algorithm for indoor localization problem in wireless sensor network
by: Muhammad Shahkhir, Mozamir
Published: (2022)

Two-wheeled LEGO EV3 Robot stabilisation control using fuzzy logic based PSO algorithm
by: M. F., Maharuddin, et al.
Published: (2019)

ABC-PSO for vertical handover in heterogeneous wireless networks
by: Goudarzi, Shidrokh, et al.
Published: (2017)

Particle swarm optimization (PSO) for CNC route problem
by: Nur Azia Azwani, Ismail
Published: (2002)

Application of PSO technique for optimal location of FACTS devices
by: Suhairah, Razali
Published: (2009)

Classification of Agarwood using ANN
by: M. S., Najib, et al.
Published: (2012)

LM555 timer-based inverter low power pure sinusoidal AC output
by: Shahid, Zeeshan, et al.
Published: (2014)

Optimization of rainfall gauging system for rainfall-runoff for lipis river
by: Nur Wahida, Mohd Zawawi
Published: (2016)

Conceptual Analysis Of Lean Manufacturing (Lm) Principles For Small And Medium Enterprise (Sme)
by: Yap, Woan Wei
Published: (2019)

Classification of agarwood grades using ANN
by: M. S., Najib, et al.
Published: (2011)

PSO based optimal reactive power dispatch (ORPD) considering multi-contingencies
by: Nor Rul Hasma, Abdullah, et al.
Published: (2018)

Design, simulation and experiment of PSO-FOPID controller for height position control of a scissor mechanism platform
by: Norsahperi, Nor Mohd Haziq, et al.
Published: (2022)

Supramolecular architecture of [AsPh2Br2]2[(Br3)−…(Br2)…(Br3)−] obtained by bromination of (AsPh2)2S
by: Silaghi-Dumitrescu, Luminita, et al.
Published: (2017)

Artificial neural network (ANN)
by: Kang, Miew How
Published: (2011)

DTC Torque Ripple Minimization Based on PSO-PID Controller
by: Rashag, Hassan Farhan, et al.
Published: (2012)