Towards systematic design of general type-2 fuzzy logic controllers: analysis, interpretation, and tuning
A Sakalli, T Kumbasar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article aims to provide a new perspective on how the deployment of general type-2
(GT2) fuzzy sets affects the mapping of a class of fuzzy logic controllers (FLCs). It is shown …
(GT2) fuzzy sets affects the mapping of a class of fuzzy logic controllers (FLCs). It is shown …
A type-2 fuzzy system-based approach for image data fusion to create building information models
Abstract Building Information Modelling (BIM) is a standard digital process that fuses
buildings information from different sources into a 3D model during their lifecycle. For new …
buildings information from different sources into a 3D model during their lifecycle. For new …
Decentralized PID control design for magnetic levitation systems using extremum seeking
A decentralized proportional-integral-differential (PID) control structure has been always the
first option for magnetic levitation systems due to its model-free nature as well as the …
first option for magnetic levitation systems due to its model-free nature as well as the …
A Type-2 Fuzzy-Based Explainable AI System for Predictive Maintenance Within the Water Pumping Industry
Industrial maintenance has undergone a paradigm shift due to the emergence of artificial
intelligence (AI), the Internet of things, and cloud computing. Rather than accepting the …
intelligence (AI), the Internet of things, and cloud computing. Rather than accepting the …
Hybrid deep learning type-2 fuzzy logic systems for explainable AI
R Chimatapu, H Hagras, M Kern… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The recent years have witnessed a rapid rise in the use of Artificial Intelligence (AI) systems,
in particular Machine Learning (ML) models. The vast majority of AI systems employ black …
in particular Machine Learning (ML) models. The vast majority of AI systems employ black …
A big bang-big crunch type-2 fuzzy logic system for explainable semantic segmentation of trees in satellite images using hsv color space
In recent years, new sensor technologies have increased the accessibility of high-resolution
satellite images. The information in these images can help to improve activities like urban …
satellite images. The information in these images can help to improve activities like urban …
Tensor product-based model transformation for position control of magnetic levitation systems
LE Hedrea, CA Bojan-Dragos… - 2017 IEEE 26th …, 2017 - ieeexplore.ieee.org
This paper presents an application of the Tensor Product-based model transformation to the
real-time position control of magnetic levitation systems. Three cases that depend on the …
real-time position control of magnetic levitation systems. Three cases that depend on the …
On the difference in control performance of interval type-2 fuzzy PI control system with different FOU shapes
Interval type-2 fuzzy logic controllers (IT2-FLCs) have been attracting a lot of attention.
However, challenges in designing IT2-FLCs still remain. One of the main challenges is to …
However, challenges in designing IT2-FLCs still remain. One of the main challenges is to …
Online fuzzy modulated adaptive PD control for cooperative aerial transportation of deformable linear objects
The aim of this work is to design robust control algorithms of aerial robots, ie quadrotors, for
team transportation of a deformable linear object (DLO). The DLO-robot attachment makes …
team transportation of a deformable linear object (DLO). The DLO-robot attachment makes …
A fuzzy rule-based system using a patch-based approach for semantic segmentation in floor plans
Semantic segmentation models help with the extraction of information from images.
Currently, Convolutional Neural Networks (CNNs) are the state of the art for performing such …
Currently, Convolutional Neural Networks (CNNs) are the state of the art for performing such …