Fuzzy theory has been widely used to analyze similar situations. This paper describes the application of adaptive neuro-fuzzy interface system(ANFIS) to the modeling of gap acceptance behavior of right-turning vehicles at limited priority T-intersections(in India, vehicles are driven on the left ...
Fuzzy logic, on the other hand, has proved to be rather popular in many control system applications due to providing a rule-base like structure. In this paper, an adaptive neuro-fuzzy control system is proposed in which the Radial Basis Function neural network (RBF) is implemented as a ...
An adaptive neuro-fuzzy inference system is defined as an intelligent synthesis of neural networks and fuzzy logic, combining the robustness and learning capabilities of neural networks with the ability to model imprecise knowledge using fuzzy logic. ...
In this paper, a hybrid adaptive-neuro fuzzy inference system (ANFIS) is used as an application for NILM. ANFIS model being sophisticated was difficult to work with, but ANFIS model helps to achieve better results than other competent approaches. An ANFIS system is developed for extracting ...
4) adaptive neuro-fuzzy inference system 自适应神经模糊推理系统 1. Application of adaptive neuro-fuzzy inference system in anti-swing control to crane hook; 应用于起重机稳钩控制的自适应神经模糊推理系统 2. Power load forecast based on principal component analysis and adaptive neuro-fuzzy ...
MAPLLAS L,TZIMOPOULOS C.Comparison between neu-ral networks and adaptive neuro fuzzy interface system in modeling Lake Kerkini water level fluctuation lake manage- ment using artificial intelligence[J].Journal of Environmental Science and Technology,2011,4(4) :366-376....
Using the result of finite element method for training, an adaptive neuro- fuzzy inference system (ANFIS) model was established. 采用自适应神经模糊系统(ANFIS)再现有限元数值计算结果,从而建立了新的应力模型。 dictsearch.appspot.com 2. Modeling and Optimization of Cupola Melting Operation with Adaptive...
This article presents Adaptive Neuro-Fuzzy Inference System based Direct Torque Control (ANFIS-DTC) for permanent magnet synchronous motor coupled to centrifugal pump. Direct Torque Control (DTC) is an inherent closed loop control with very less complexity, dynamic torque and speed response in comparis...
3) adaptive neuro-fuzzy inference systems(ANFIS) 自适应神经_模糊推理系统(ANFIS)4) Adaptive Neural-based Fuzzy Inference System(ANFIS) 自适应模糊神经推理系统(ANFIS)5) ANFIS (Adaptive Neuro-Fuzzy Inference Systems) ANFIS(自适应模糊推理系统)...
A new faulty sensor monitoring method based on an adaptive neuro-fuzzy inference system (ANFIS) is proposed to improve the monitoring performance of indoor air quality (IAQ) in subway stations. To enhance network performance, a data preprocessing step for detecting outliers and treating missing data...