Search
Search Results
-
Scikit-ANFIS: A Scikit-Learn Compatible Python Implementation for Adaptive Neuro-Fuzzy Inference System
The Adaptative neuro-fuzzy inference system (ANFIS) has shown great potential in processing practical data from control, prediction, and inference...
-
Employing Adaptive Neural Fuzzy Inference System Model Via Meta-heuristic Algorithms for Predicting Maximum Dry Density
AbstractThis article presents a novel approach to estimating the maximum dry density (MDD) of soil stabilization mixtures utilizing the Adaptive...
-
Research on intelligent launching control of dual clutch transmissions based on adaptive neural fuzzy inference system
Vehicle launching has an important influence on driving performance of the vehicle. For vehicles with dual clutch transmissions (DCT), the clutch...
-
Employing adaptive neural fuzzy inference system model via meta-heuristic algorithms for predicting undrained shear strength
The undrained shear strength (USS) of soil is known as one of the most important features in structural engineering tasks, such as foundation design,...
-
Prediction of optimal mild steel weld parameters using the Adaptive Neuro-Fuzzy Inference System (ANFIS) technique
Welding is one of the major operations in many industries as it provides a durable means of joining metals and ensuring that diverse equipments are...
-
Development of Hybrid Adaptive Neural Fuzzy Inference System-Based Evolutionary Algorithms for Flexural Capacity Prediction in Corroded Steel Reinforced Concrete Beam
The damages in reinforced concrete (RC) beams due to reinforcement corrosion is a major problem in the RC industry. Accurate prediction of the...
-
Deep Neural-Fuzzy System Algorithms with Improved Interpretability for Classification Problems
The adaptive neuro-fuzzy inference system (ANFIS), an efficient soft computing approach, has both high interpretability and self-learning ability....
-
Interval Type-2 Mutual Subsethood Cauchy Fuzzy Neural Inference System (IT2MSCFuNIS)
An interval type-2 (IT2) mutual subsethood Cauchy fuzzy neural inference system has been proposed in this paper. The network architecture consists of...
-
Investigation of damaged structure in altered viscous fluid medium using multiple adaptive neurofuzzy inference system (MANFIS)
In this research, a multiple adaptive neurofuzzy inference system (MANFIS) for fault diagnosis of rotating multi-damage cantilever rotor partially...
-
Adaptive Neural Fuzzy Inference System (ANFIS) in a Grid Connected-Fuel Cell-Electrolyser-Solar PV-Battery-Super Capacitor Energy Storage System Management
The machine learning methods for the hybrid micro-grid management is claimed to be more efficient for a smart storage system management, also to...
-
Modelling of heat-affected zone (HAZ) in CO2 laser micromachining of aluminium-coated polymethyl methacrylate (PMMA) using adaptive neuro-fuzzy inference system (ANFIS)
Heat-affected zone (HAZ) has adverse effects on the bonding of microfluidic devices and the transmission of fluids through the devices during...
-
Prediction of Yield Sooting Index Utilizing Artificial Neural Networks and Adaptive-Network-Based Fuzzy Inference Systems
The emission of soot particles from fossil fuel combustion has a major negative effect on the environment, human health, and the global climate. The...
-
Adaptation of Fuzzy Inference System Using Neural Learning
The integration of neural networks and fuzzy inference systems could be formulated into three main categories: cooperative, concurrent and integrated...
-
Adaptive Neuro-Fuzzy Inference System Application of Flashover Voltage of High-Voltage Polluted Insulator
The paper proposes an adaptive neuro-fuzzy inference system called ANFIS for predicting the flashover voltage of external insulators. High voltage...
-
Compressive strength evaluation of concrete confined with spiral stirrups by using adaptive neuro-fuzzy inference system (ANFIS)
The compressive strength of concrete confined with spiral stirrups was an important parameter to evaluate the load-bearing capacity of concrete...
-
Adaptive Cascaded ANFIS MPPT Development for Solar and Fuel Cell Based Hybrid Energy System
The concept of DC microgrids has gained immense popularity in recent times due to excessive application of direct current (DC) sources including Fuel...
-
The Effect of Adaptive Neuro-fuzzy Inference System (ANFIS) on Determining the Leadership Perceptions of Construction Employees
In the construction industry, which is Turkey's locomotive and the strategic sector, determining the kind of leadership that impacts employees'...
-
ABAP: Anchor Node Based DDoS Attack Detection Using Adaptive Neuro-Fuzzy Inference System
Wireless Sensor Network is utilized in many applications so it is prone to various attacks. Among which the flooding attacks interrupt the...
-
Two Different Approaches of Applying ANFIS Based MPPT for a PV Water Pum** System with a SEPIC Converter
AbstractThe main objective of this work is to enhance the performance of the Photovoltaic water pum** system to cover the water requirement in...
-
Adaptive cruise control system with fractional order ANFIS PD+I controller: optimization and validation
Designing the control structures of fractional order PID controllers has proven to be effective in providing adaptability in set point tracing the...
