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1,023 Results Found

  • Article
  • Open Access
29 Citations
8,226 Views
19 Pages

Intelligent Control of Irrigation Systems Using Fuzzy Logic Controller

  • Arunesh Kumar Singh,
  • Tabish Tariq,
  • Mohammad F. Ahmer,
  • Gulshan Sharma,
  • Pitshou N. Bokoro and
  • Thokozani Shongwe

30 September 2022

In this paper, we explain the design and implementation of an intelligent irrigation control system based on fuzzy logic for the automatic control of water pumps used in farms and greenhouses. This system enables its user to save water and electricit...

  • Article
  • Open Access
14 Citations
3,104 Views
33 Pages

Integration of the Wang & Mendel Algorithm into the Application of Fuzzy Expert Systems to Intelligent Clinical Decision Support Systems

  • Manuel Casal-Guisande,
  • Jorge Cerqueiro-Pequeño,
  • José-Benito Bouza-Rodríguez and
  • Alberto Comesaña-Campos

27 May 2023

The use of intelligent systems in clinical diagnostics has evolved, integrating statistical learning and knowledge-based representation models. Two recent works propose the identification of risk factors for the diagnosis of obstructive sleep apnea (...

  • Article
  • Open Access
3 Citations
1,618 Views
16 Pages

20 December 2024

Rotating mechanical systems (RMSs) are widely applied in various industrial fields. Intelligent fault diagnosis technology plays a significant role in improving the reliability and safety of industrial equipment. A new algorithm based on improved mul...

  • Article
  • Open Access
12 Citations
3,998 Views
24 Pages

Load frequency control (LFC) is considered to be the most important strategy in interconnected multi-area power systems for satisfactory operation and distribution. In order to transfer reliable power with acceptable quality, an LFC mechanism require...

  • Article
  • Open Access
1 Citations
2,456 Views
34 Pages

Intelligent Battery Management in a Hybrid Photovoltaic Using Fuzzy Logic System

  • Jo-Ann V. Magsumbol,
  • Argel A. Bandala,
  • Alvin B. Culaba,
  • Edwin Sybingco,
  • Ryan Rhay P. Vicerra,
  • Raouf Naguib and
  • Elmer P. Dadios

LiFePO4 batteries need a battery management system (BMS) to improve performance, extend their lifespan, and maintain safety by utilizing advanced monitoring, control, and optimization techniques. This paper presents the design, development, and imple...

  • Article
  • Open Access
43 Citations
8,189 Views
18 Pages

23 September 2020

In this experimental study, an intelligent tutoring system called the fuzzy Bayesian intelligent tutoring system (FB-ITS), is developed by using artificial intelligence methods based on fuzzy logic and the Bayesian network technique to adaptively sup...

  • Article
  • Open Access
1 Citations
1,773 Views
23 Pages

An Intelligent Self-Validated Sensor System Using Neural Network Technologies and Fuzzy Logic Under Operating Implementation Conditions

  • Serhii Vladov,
  • Victoria Vysotska,
  • Valerii Sokurenko,
  • Oleksandr Muzychuk and
  • Lyubomyr Chyrun

This article presents an intelligent self-validated sensor system developed for dynamic objects and based on the intelligent sensor concept, which ensures autonomous data collection and real-time analysis while adapting to changing conditions and com...

  • Article
  • Open Access
13 Citations
2,690 Views
18 Pages

24 April 2022

Because an electromagnet has a complex structure and manufacturing process, it is difficult to analyze the overall failure of the electromagnet. In order to solve this problem, a fault intelligent analysis and diagnosis system based on fuzzy fault tr...

  • Article
  • Open Access
5 Citations
2,957 Views
24 Pages

2 September 2019

Routing selection in opportunistic social networks is a complex and challenging issue due to intermittent communication connections among mobile devices and dynamic network topologies. The structural characteristics of opportunistic social networks i...

  • Article
  • Open Access
3 Citations
3,131 Views
27 Pages

31 December 2024

Traffic congestion at a single intersection can propagate and thus affect adjacent intersections as well, potentially resulting in prolonged gridlock across an entire urban area. Despite numerous research efforts aimed at developing intelligent traff...

  • Article
  • Open Access
2 Citations
2,405 Views
11 Pages

Fuzzy Classification Approach to Select Learning Objects Based on Learning Styles in Intelligent E-Learning Systems

  • Ibtissam Azzi,
  • Abdelhay Radouane,
  • Loubna Laaouina,
  • Adil Jeghal,
  • Ali Yahyaouy and
  • Hamid Tairi

In e-learning systems, even though the automatic detection of learning styles is considered the key element in the adaptation process, it does not represent the main goal of this process at all. Indeed, to accomplish the task of adaptation, it is als...

  • Article
  • Open Access
13 Citations
7,530 Views
11 Pages

15 November 2022

A display window or store window is the shop’s window that is designed to display items for sale to attract the customers to the stores. Window dressing that depends on visual merchandising is done to make a better impression and implies someth...

  • Article
  • Open Access
14 Citations
4,446 Views
20 Pages

Public transportation has been encouraged as a significant solution to overcome traffic congestion. An advanced technology, known as advanced public transport system (APTS), was introduced to enhance the effectiveness of public transportation. To sup...

  • Article
  • Open Access
30 Citations
3,129 Views
31 Pages

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

  • Amir Masoud Rahmani,
  • Rizwan Ali Naqvi,
  • Efat Yousefpoor,
  • Mohammad Sadegh Yousefpoor,
  • Omed Hassan Ahmed,
  • Mehdi Hosseinzadeh and
  • Kamran Siddique

9 November 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. As...

  • Feature Paper
  • Article
  • Open Access
34 Citations
4,756 Views
20 Pages

5 March 2020

The expanding use of photovoltaic (PV) systems as an alternative green source for electricity presents many challenges, one of which is the timely diagnosis of faults to maintain the quality and high productivity of such systems. In recent years, var...

  • Feature Paper
  • Perspective
  • Open Access
67 Citations
6,957 Views
18 Pages

19 August 2018

Scientists want to comprehend and control complex systems. Their success depends on the ability to face also the challenges of the corresponding computational complexity. A promising research line is artificial intelligence (AI). In AI, fuzzy logic p...

  • Proceeding Paper
  • Open Access
2,673 Views
5 Pages

Fuzzy logic models human capacity to make decisions using natural language, and it is widely used in the field of Artificial Intelligence. This contribution supports the hypothesis that the effectiveness of fuzzy logic in mimicking human capability t...

  • Review
  • Open Access
7 Citations
5,688 Views
16 Pages

A Bibliometric Review of Type-3 Fuzzy Logic Applications

  • Fevrier Valdez,
  • Oscar Castillo and
  • Patricia Melin

24 January 2025

In this paper, we provide an overview of type-3 fuzzy logic systems (T3FLSs) and their applications in a general way. The contribution of this paper is to analyze and review, in the best way possible, applications in several fields utilizing type-3 f...

  • Article
  • Open Access
13 Citations
1,724 Views
16 Pages

Optimal Intelligent Control for Doubly Fed Induction Generators

  • Lingqin Xia,
  • Guang Chen,
  • Tao Wu,
  • Yu Gao,
  • Ardashir Mohammadzadeh and
  • Ebrahim Ghaderpour

21 December 2022

For the first time, a novel concept of merging computational intelligence (the type-2 fuzzy system) and control theory (optimal control) for regulator and reference tracking in doubly fed induction generators (DFIGs) is proposed in this study. The go...

  • Article
  • Open Access
18 Citations
4,572 Views
31 Pages

13 January 2024

Recently, the implementation of software/hardware systems based on advanced artificial intelligence techniques for continuous monitoring of the electrical parameters of intelligent networks aimed at managing and controlling energy consumption has bee...

  • Article
  • Open Access
7 Citations
2,577 Views
18 Pages

24 March 2021

Cloud-computing web systems and services revolutionized the web. Nowadays, they are the most important part of the Internet. Cloud-computing systems provide the opportunity for businesses to undergo digital transformation in order to improve efficien...

  • Article
  • Open Access
20 Citations
5,251 Views
27 Pages

10 August 2020

With the rapid growth of sensor networks and the enormous, fast-growing volumes of data collected from these sensors, there is a question relating to the way it will be used, and not only collected and analyzed. The data from these sensors are tradit...

  • Article
  • Open Access
8 Citations
3,920 Views
32 Pages

Artificial intelligence (AI) offers a promising avenue for developing sustainable reconfigurable manufacturing systems. Although there has been significant progress in these research areas, there seem to be no studies devoted to exploring and evaluat...

  • Article
  • Open Access
3 Citations
1,759 Views
17 Pages

22 August 2023

An intelligent fuzzy-based control system that consists of several subsystems—a fuzzy collision evaluator, a fuzzy collision avoidance acting timing indicator, a collision-free trajectory generator, and a nonlinear adaptive fuzzy robust control...

  • Article
  • Open Access
6 Citations
4,402 Views
15 Pages

Vision Sensor Based Fuzzy System for Intelligent Vehicles

  • Kwangsoo Kim,
  • Yangho Kim and
  • Sooyeong Kwak

19 February 2019

Those in the automotive industry and many researchers have become interested in the development of pedestrian protection systems in recent years. In particular, vision-based methods for predicting pedestrian intentions are now being actively studied...

  • Article
  • Open Access
12 Citations
2,182 Views
11 Pages

28 December 2022

In an intelligent manufacturing context, the smooth operations of mechanical equipment in the production process of enterprises and timely fault diagnosis during operations have become increasingly important. However, the effect of traditional fault...

  • Article
  • Open Access
9 Citations
3,751 Views
21 Pages

Evaluation Model Research of Coal Mine Intelligent Construction Based on FDEMATEL-ANP

  • Lin He,
  • Dongliang Yuan,
  • Lianwei Ren,
  • Ming Huang,
  • Wenyu Zhang and
  • Jie Tan

25 January 2023

To improve intelligent construction standard systems in coal mines, we must promote the high-quality development of the coal mining industry. The current intelligent construction of coal mines is inefficient. Considering the complexity and diversity...

  • Article
  • Open Access
1 Citations
2,651 Views
17 Pages

31 May 2023

In this paper, we present a novel approach to task planning based on an intelligent expert system that makes it possible to obtain a conclusion based on linguistically characterized knowledge. The main goal of the proposed task planning system is to...

  • Article
  • Open Access
1,160 Views
18 Pages

Smart Resource Management and Energy-Efficient Regimes for Greenhouse Vegetable Production

  • Alla Dudnyk,
  • Natalia Pasichnyk,
  • Inna Yakymenko,
  • Taras Lendiel,
  • Kamil Witaszek,
  • Karol Durczak and
  • Wojciech Czekała

4 September 2025

Greenhouse vegetable production faces significant challenges due to the non-stationary and nonlinear dynamics of the cultivation environment, which demand adaptive and intelligent control strategies. This study presents an intelligent control system...

  • Proceeding Paper
  • Open Access
1 Citations
1,429 Views
10 Pages

On the Performance Comparison of Fuzzy-Based Obstacle Avoidance Algorithms for Mobile Robots

  • José Zúñiga,
  • William Chamorro,
  • Jorge Medina,
  • Pablo Proaño,
  • Renato Díaz and
  • César Chillán

18 November 2024

One of the critical challenges in mobile robotics is obstacle avoidance, ensuring safe navigation in dynamic environments. In this sense, this work presents a comparative study of two intelligent control approaches for mobile robot obstacle avoidance...

  • Article
  • Open Access
4 Citations
2,311 Views
20 Pages

Research and Implementation of Intelligent Control System for Grassland Grazing Robotic Vehicle

  • Hongyuan Zhang,
  • Mingjuan Han,
  • Yajie Mi,
  • Jile Xin,
  • Wei Fan and
  • Ding Han

In response to the complex animal husbandry environment, wide livestock range, and labor shortage in Inner Mongolia grasslands, this study designed an intelligent control system for robotic vehicles used in natural grazing grassland environments. The...

  • Article
  • Open Access
2 Citations
2,074 Views
29 Pages

Ensuring high levels of quality and efficiency is essential for compliance with ISO standards in chemical manufacturing. Traditional methods, such as Statistical Process Control (SPC) and Six Sigma, often lack adaptability and fail to offer interpret...

  • Article
  • Open Access
3 Citations
1,620 Views
16 Pages

A Model for Detecting Xanthomonas campestris Using Machine Learning Techniques Enhanced by Optimization Algorithms

  • Daniel-David Leal-Lara,
  • Julio Barón-Velandia,
  • Lina-María Molina-Parra and
  • Ana-Carolina Cabrera-Blandón

The bacterium Xanthomonas campestris poses a significant threat to global agriculture due to its ability to infect leaves, fruits, and stems under various climatic conditions. Its rapid spread across large crop areas results in economic losses, compr...

  • Article
  • Open Access
973 Views
21 Pages

Intelligent Control System for Multivariable Regulation in Aquaculture: Application to Mugil incilis

  • Andrés Valle González,
  • Carlos Robles-Algarín and
  • Adriana Rodríguez Forero

Aquaculture has emerged as a sustainable alternative to meet the growing demand for aquatic products while preserving natural ecosystems. This study presents the design, simulation, and experimental validation of an intelligent multivariable control...

  • Article
  • Open Access
8 Citations
3,005 Views
23 Pages

Self-Constructed Deep Fuzzy Neural Network for Traffic Flow Prediction

  • Jiyao An,
  • Jin Zhao,
  • Qingqin Liu,
  • Xinjiao Qian and
  • Jiali Chen

Traffic flow prediction is a critical component of intelligent transportation systems, especially in the prevention of traffic congestion in urban areas. While significant efforts have been devoted to enhancing the accuracy of traffic prediction, the...

  • Article
  • Open Access
4 Citations
3,678 Views
25 Pages

Fuzzy System to Assess Dangerous Driving: A Multidisciplinary Approach

  • Carlos Javier Ronquillo-Cana,
  • Pablo Pancardo,
  • Martha Silva,
  • José Adán Hernández-Nolasco and
  • Matias Garcia-Constantino

11 May 2022

Dangerous driving can cause accidents, injuries and loss of life. An efficient assessment helps to identify the absence or degree of dangerous driving to take the appropriate decisions while driving. Previous studies assess dangerous driving through...

  • Article
  • Open Access
5 Citations
4,718 Views
28 Pages

27 July 2024

To maximize its synergetic effect across the cycle from prevention to response to post-crime management, crime prevention requires a balanced combination of spatial urban design and advanced crime prevention technologies for crime prediction and real...

  • Article
  • Open Access
2 Citations
1,585 Views
23 Pages

6 December 2024

Recent advancements in intelligent tutoring systems (ITS) driven by artificial intelligence (AI) have attracted substantial research interest, particularly in the domain of computer programming education. Given the diversity in learners’ backgr...

  • Perspective
  • Open Access
13 Citations
9,938 Views
19 Pages

7 April 2023

Reducing energy consumption and increasing operational efficiency are currently among the leading research topics in the design of hydraulic systems. In recent years, hydraulic system modeling and design techniques have rapidly expanded, especially u...

  • Article
  • Open Access
4 Citations
2,466 Views
20 Pages

18 July 2024

The growth in the number of people suffering from eye diseases determines the relevance of research in the field of diagnosing retinal pathologies. Artificial intelligence models and algorithms based on measurements obtained via electrophysiological...

  • Project Report
  • Open Access
18 Citations
4,265 Views
19 Pages

A Multi-Agent Based Intelligent Training System for Unmanned Surface Vehicles

  • Wei Han,
  • Bing Zhang,
  • Qianyi Wang,
  • Jun Luo,
  • Weizhi Ran and
  • Yang Xu

15 March 2019

The modeling and design of multi-agent systems is imperative for applications in the evolving intelligence of unmanned systems. In this paper, we propose a multi-agent system design that is used to build a system for training a team of unmanned surfa...

  • Article
  • Open Access
9 Citations
6,419 Views
40 Pages

Internet of Things-Based Multi-Agent System for the Control of Smart Street Lighting

  • Sofia Kouah,
  • Asma Saighi,
  • Maryem Ammi,
  • Aymen Naït Si Mohand,
  • Marwa Ines Kouah and
  • David Megías

16 September 2024

The Internet of Things refers to a network of interconnected devices, objects, and systems, that can interact with one another without human intervention. The adoption of IoT technology has expanded rapidly, significantly impacting various fields, in...

  • Article
  • Open Access
9 Citations
4,680 Views
22 Pages

31 May 2021

The main objective and contribution of this paper is the application of our knowledge-discovery business-intelligence technique (fuzzy rule-based classification systems) characterized by genetically optimized interpretability-accuracy trade-off (usin...

  • Article
  • Open Access
17 Citations
4,028 Views
14 Pages

21 July 2020

In recent years, the interest in properly conditioning the indoor environment of historic buildings has increased significantly. However, maintaining a suitable environment for building and artwork preservation while keeping comfortable conditions fo...

  • Article
  • Open Access
18 Citations
4,308 Views
14 Pages

28 April 2020

Education, videogames, and intelligent systems are all relevant topics for researchers. Determining means of improving academic performance using a range of techniques and tools is an important challenge. However, while there are currently websites a...

  • Article
  • Open Access
35 Citations
7,263 Views
15 Pages

Multi-Agent System-Based Microgrid Operation Strategy for Demand Response

  • Hee-Jun Cha,
  • Dong-Jun Won,
  • Sang-Hyuk Kim,
  • Il-Yop Chung and
  • Byung-Moon Han

18 December 2015

The microgrid and demand response (DR) are important technologies for future power grids. Among the variety of microgrid operations, the multi-agent system (MAS) has attracted considerable attention. In a microgrid with MAS, the agents installed on t...

  • Article
  • Open Access
5 Citations
2,532 Views
27 Pages

4 July 2023

Within the competitive global market and fast-advancing technology environment, in order to survive and to succeed, firms need to spontaneously respond to market changes and the uncertainty of customer needs. Therefore, New Product Development (NPD)...

  • Article
  • Open Access
150 Citations
10,065 Views
18 Pages

10 February 2021

This paper addresses the improvement of tracking of the maximum power point upon the variations of the environmental conditions and hence improving photovoltaic efficiency. Rather than the traditional methods of maximum power point tracking, artifici...

  • Article
  • Open Access
602 Views
20 Pages

Hybrid ANFIS–MPA and FFNN–MPA Models for Bitcoin Price Forecasting

  • Ceren Baştemur Kaya,
  • Ebubekir Kaya and
  • Eyüp Sıramkaya

10 December 2025

This study introduces two hybrid forecasting models that integrate the Marine Predators Algorithm (MPA) with Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and Feed-Forward Neural Networks (FFNN) for short-term Bitcoin price prediction. Daily Bitcoin...

  • Proceeding Paper
  • Open Access
1,012 Views
9 Pages

An Intelligent System Approach for Predicting the Risk of Heart Failure

  • Imran Raihan Khan Rabbi,
  • Hamza Zouaghi and
  • Wei Peng

18 October 2024

Heart failure, a chronic and progressive condition where the heart muscle fails to pump sufficient blood for the body’s needs, leads to complications like irregular heartbeat and organ damage. It is a leading cause of death worldwide, with 17.9...

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