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Hierarchical Fuzzy Logic for Multi-Input Multi-Output Systems

open access: yesIEEE Access, 2020
Fuzzy logic has created a high impact on research and development in almost all engineering applications. Recently, there has been an increasing interest in various offshoots of fuzzy logic approach and hierarchical fuzzy logic is one such area of ...
Shashank Kamthan, Harpreet Singh
doaj   +4 more sources

Hierarchical Multi-Objective Optimization of Automobile Seat Frame Based on Grey Fuzzy Logic System

open access: yesIEEE Access, 2022
In development of the automobile industry, lightweight and safety performance are contradictory, yet they are of great significance.The optimization process of auto parts is a high-dimensional optimization problem which has a variety of regulations ...
Wei Wang, Xiaojun Lan, Jiangqi Long
doaj   +2 more sources

QL-HIT2F: A Q-Learning-Aided Adaptive Fuzzy Path Planning Algorithm with Enhanced Obstacle Avoidance [PDF]

open access: yesSensors
There has been significant interest in solving robot path planning problems using fuzzy logic-based methods. Recently, the Genetic Algorithm-based Hierarchical Interval Type-2 Fuzzy (GA-HIT2F) system has been introduced as a novel planner in this domain.
Nana Zhou   +3 more
doaj   +2 more sources

A Q-Learning and Fuzzy Logic-Based Hierarchical Routing Scheme in the Intelligent Transportation System for Smart Cities

open access: yesMathematics, 2022
A vehicular ad hoc network (VANET) is the major element of the intelligent transportation system (ITS). The purpose of ITS is to increase road safety and manage the movement of vehicles. ITS is known as one of the main components of smart cities.
Amir Masoud Rahmani   +6 more
doaj   +2 more sources

Research on the application of renewable energy in power system based on adaptive hierarchical fuzzy logic maintenance

open access: yesMeasurement: Sensors
Condition-based maintenance is very desirable for minimizing the maintenance and failure costs of power systems without sacrificing reliability. A systematic approach including an adaptive maintenance advisor and a system maintenance optimizer is ...
Haitao Sang   +4 more
doaj   +2 more sources

Hierarchical fuzzy deep learning for image classification

open access: yesMemories - Materials, Devices, Circuits and Systems, 2022
Considerable interest has been shown over the last several decades for fuzzy logic and its application. The intelligent and deep learning systems are gaining breakthroughs in all walks of life to solve real-life problems for the future.
Shashank Kamthan   +2 more
doaj   +1 more source

An Unequally Clustered Multi-hop Routing Protocol Based on Fuzzy Logic for Wireless Sensor Networks

open access: yesIEEE Access, 2021
Wireless sensor networks (WSNs) is associated with a new exemplification of a real-time embedded system used for various applications that make the traditional infrastructure-based network seem infeasible. Due to imbalanced energy consumption among nodes,
Mohd Adnan   +3 more
doaj   +1 more source

A FUZZY LOGIC APPROACH FOR DRONE CAPABILITY ANALYSIS ON DISASTER RISK ASSESSMENT [PDF]

open access: yesThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2019
The paper proposes a fuzzy logic approach for drone capability analysis on disaster risk assessment. In particular, a fuzzy logic model is designed as a hierarchical system with several inputs and one output.
P. Zlateva, S. Hristozov, D. Velev
doaj   +1 more source

Ranking of Suitable Areas for Establishing Industries in Kashan City Using VIKOR and TOPSIS Methods in Fuzzy Environment [PDF]

open access: yesJournal of Advances in Environmental Health Research, 2022
Background: In this research, among the Multi Criteria Decision Making (MCDM) methods, a combination of VIKOR and TOPSIS methods with fuzzy set theory was used to overcome the uncertainty in the ranking of alternatives.
Katayoun Omidi   +3 more
doaj   +1 more source

A Fuzzy Hierarchical Strategy for Improving Frequency Regulation of Battery Energy Storage System

open access: yesJournal of Modern Power Systems and Clean Energy, 2021
Battery energy storage systems (BESSs) can provide instantaneous support for frequency regulation (FR) because of their fast response characteristics. However, purely pursuing a better FR effect calls for continually rapid cycles of BESSs, which shortens
Kaifeng Wang   +5 more
doaj   +1 more source

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