Results 11 to 20 of about 54,763 (263)
Applied Sciences, 2019 The most dangerous landslide disasters always cause serious economic losses and human deaths. The contribution of this work is to present an integrated landslide modelling framework, in which an adaptive neuro-fuzzy inference system (ANFIS) is combined ...
Wei Chen +14 more
doaj +2 more sources
Prediction of Food Production Using Machine Learning Algorithms of Multilayer Perceptron and ANFIS [PDF]
Agriculture, 2021 Advancing models for accurate estimation of food production is essential for policymaking and managing national plans of action for food security. This research proposes two machine learning models for the prediction of food production.
Saeed Nosratabadi +4 more
semanticscholar +1 more source
South African Journal of Chemical Engineering, 2021 The application of artificial neural network (ANN), response surface methodology (RSM), and adaptive neuro-fuzzy inference system (ANFIS) in modeling the uptake of Eriochrome black-T (EBT) dye from aqueous solution using Nteje clay was the focus of this ...
C. Onu, J. Nwabanne, P. Ohale, C. Asadu
semanticscholar +1 more source
Modeling and control of a photovoltaic-wind hybrid microgrid system using GA-ANFIS.
Heliyon, 2023 This paper aims to model a PV-Wind hybrid microgrid that incorporates a Battery Energy Storage System (BESS) and design a Genetic Algorithm-Adaptive Neuro-Fuzzy Inference System (GA-ANFIS) controller to regulate its voltage amid power generation ...
Linus A. Aloo +3 more
semanticscholar +1 more source
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies [PDF]
Biomedical Signal Processing and Control, 2021 Epileptic seizures are one of the most crucial neurological disorders, and their early diagnosis will help the clinicians to provide accurate treatment for the patients.
A. Shoeibi +9 more
semanticscholar +1 more source
Materials, 2021 Silica fume (SF) is a mineral additive that is widely used in the construction industry when producing sustainable concrete. The integration of SF in concrete as a partial replacement for cement has several evident benefits, including reduced CO2 ...
Afnan Nafees +7 more
semanticscholar +1 more source
Biomass higher heating value prediction analysis by ANFIS, PSO-ANFIS and GA-ANFIS models [PDF]
Global NEST Journal, 2018 <p>In this study, a new model for biomass higher heating value (HHV) prediction based on the Adaptive Neuro-Fuzzy Inference System (ANFIS) approach was proposed. Proximate analysis (volatile matter, fixed carbon and ash content) data for a wide range of various biomass types from the literature were used as input in model studies. Optimization of
Ceylan, Z. +3 more
openaire +2 more sources
Heliyon, 2021 In the development of an accurate modeling technique for the design of an efficient machining process, manufacturers must be able to identify the most suitable technique capable of producing a fast and accurate performance.
S. O. Sada, S. C. Ikpeseni
semanticscholar +1 more source
Optimized ANFIS Model Using Aquila Optimizer for Oil Production Forecasting
Processes, 2021 Oil production forecasting is one of the essential processes for organizations and governments to make necessary economic plans. This paper proposes a novel hybrid intelligence time series model to forecast oil production from two different oil fields in
A. AlRassas +6 more
semanticscholar +1 more source
Modeling air pollution by integrating ANFIS and metaheuristic algorithms
Modeling Earth Systems and Environment, 2022 Air pollution is increasing for many reasons, such as the crowding of cities, the failure of planning to consider the benefit of society and nature, and the non-implementation of environmental legislation.
Aynur Yonar, H. Yonar
semanticscholar +1 more source