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4,759 Results Found

  • Article
  • Open Access
30 Citations
7,645 Views
24 Pages

25 September 2012

The reliability of cutting tools is critical to machining precision and production efficiency. The conventional statistic-based reliability assessment method aims at providing a general and overall estimation of reliability for a large population of...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
32 Citations
8,720 Views
15 Pages

Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts

  • Marc Parziale,
  • Luca Lomazzi,
  • Marco Giglio and
  • Francesco Cadini

29 December 2023

Condition monitoring of rotating shafts is essential for ensuring the reliability and optimal performance of machinery in diverse industries. In this context, as industrial systems become increasingly complex, the need for efficient data processing t...

(This article belongs to the Special Issue Fault Diagnosis and Vibration Signal Processing in Rotor Systems)
  • Article
  • Open Access
3 Citations
2,440 Views
12 Pages

6 November 2021

Condition monitoring of the cutting process is a core function of autonomous machining and its success strongly relies on sensed data. Despite the enormous amount of research conducted so far into condition monitoring of the cutting process, there ar...

(This article belongs to the Special Issue Advances in Tool Life Prediction in Machining)
  • Article
  • Open Access
28 Citations
7,370 Views
16 Pages

5 July 2013

Timely and accurate condition monitoring and fault diagnosis of rotating machinery are very important to maintain a high degree of availability, reliability and operational safety. This paper presents a novel intelligent method based on local mean de...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
1 Citations
6,356 Views
22 Pages

20 May 2015

Classical reliability assessment methods have predominantly focused on probability and statistical theories, which are insufficient in assessing the operational reliability of individual mechanical equipment with time-varying characteristics. A new a...

(This article belongs to the Special Issue Wavelet Entropy: Computation and Applications)
  • Article
  • Open Access
366 Views
27 Pages

17 August 2026

Air-operated double-diaphragm (AODD) pumps in industrial sludge transfer suffer from gradual performance degradation due to rheological variations and component wear, yet conventional monitoring relies on scarce labeled fault data. This paper present...

(This article belongs to the Special Issue Sensor-Based Fault Diagnosis and Prognosis)
  • Article
  • Open Access
5 Citations
2,173 Views
25 Pages

Heterogeneous Information Fusion for Robot-Based Automated Monitoring of Bearings in Harsh Environments via Ensemble of Classifiers with Dynamic Weighted Voting

  • Mohammad Siami,
  • Przemysław Dąbek,
  • Hamid Shiri,
  • Anna Michalak,
  • Jacek Wodecki,
  • Tomasz Barszcz and
  • Radosław Zimroz

4 September 2025

Modern inspection mobile robots can carry multiple sensors that can provide opportunities to take advantage of the fusion of information obtained from different sensors. In real-world condition monitoring, harsh environmental conditions can significa...

(This article belongs to the Section Sensors and Robotics)
  • Review
  • Open Access
46 Citations
9,494 Views
33 Pages

18 July 2024

Bearing component damage contributes significantly to rotating machinery failures. It is vital for the rotor-bearing system to be in good condition to ensure the proper functioning of the machine. Over recent decades, extensive research has been devo...

(This article belongs to the Section Machines Testing and Maintenance)
  • Article
  • Open Access
34 Citations
4,709 Views
19 Pages

Condition Monitoring Method for the Detection of Fault Graduality in Outer Race Bearing Based on Vibration-Current Fusion, Statistical Features and Neural Network

  • Juan-Jose Saucedo-Dorantes,
  • Israel Zamudio-Ramirez,
  • Jonathan Cureno-Osornio,
  • Roque Alfredo Osornio-Rios and
  • Jose Alfonso Antonino-Daviu

30 August 2021

Bearings are the elements that allow the rotatory movement in induction motors, and the fault occurrence in these elements is due to excessive working conditions. In induction motors, electrical erosion remains the most common phenomenon that damages...

(This article belongs to the Special Issue Bearing Fault Detection and Diagnosis)
  • Review
  • Open Access
23 Citations
7,284 Views
20 Pages

Review of Machining Equipment Reliability Analysis Methods based on Condition Monitoring Technology

  • Wei Dai,
  • Jiahuan Sun,
  • Yongjiao Chi,
  • Zhiyuan Lu,
  • Dong Xu and
  • Nan Jiang

11 July 2019

The condition of mechanical equipment during machining is closely related to the accuracy and roughness of the workpiece. In an intelligent sensing environment, a large amount of multi-source data reflecting status information are generated during pr...

(This article belongs to the Special Issue The High Efficiency Machining Process and Machining of Complex Materials)
  • Article
  • Open Access
494 Views
36 Pages

Liquefied natural gas (LNG) submersible centrifugal pumps are critical components in marine energy transportation systems, and fault-induced degradation may threaten operational safety, transfer reliability, and maintenance efficiency. However, condi...

(This article belongs to the Special Issue Dynamics and Control of Marine Mechatronics)
  • Article
  • Open Access
6 Citations
2,524 Views
10 Pages

25 February 2022

Dissolved gas in oil (DGA) is a common means of monitoring the condition of an oil-immersed transformer. The concentration of dissolved gas and the ratio of different gases are important indexes to judge the condition of power transformers. Monitorin...

(This article belongs to the Topic Artificial Intelligence and Sustainable Energy Systems)
  • Article
  • Open Access
39 Citations
8,976 Views
17 Pages

29 April 2016

In a complex system, condition monitoring (CM) can collect the system working status. The condition is mainly sensed by the pre-deployed sensors in/on the system. Most existing works study how to utilize the condition information to predict the upcom...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
14 Citations
4,373 Views
20 Pages

31 August 2022

Stone pavements are present in many cities and their historical and cultural importance is well recognized. However, there are no standard monitoring methods for this type of pavement that allow road managers to define appropriate maintenance strateg...

(This article belongs to the Special Issue Low-Cost Sensors for Road Condition Monitoring)
  • Article
  • Open Access
13 Citations
3,186 Views
24 Pages

24 October 2022

Regarding the problem of the valve gap health status being difficult to assess due to the complex composition of the condition monitoring signal during the operation of the diesel engine, this paper proposes an adaptive noise reduction and multi-chan...

(This article belongs to the Special Issue Condition Monitoring of Mechanical Transmission Systems)
  • Article
  • Open Access
2 Citations
1,971 Views
28 Pages

The developments in building information modeling (BIM) technology provide a new approach for remote real-time visualized bridge health monitoring and structural damage detection, but so far, there are scarcely any application cases of a BIM-based SH...

(This article belongs to the Special Issue Structural Safety Evaluation and Health Monitoring)
  • Article
  • Open Access
3 Citations
1,687 Views
24 Pages

5 October 2025

Conventional grain monitoring systems often rely on isolated data points (e.g., point-based temperature measurements), limiting holistic condition assessment. This study proposes a novel Mechanism and Data Driven (MDD) framework that integrates physi...

(This article belongs to the Special Issue Effects of Storage Technology on the Functional and Nutritional Characteristics of Fruits and Vegetables)
  • Review
  • Open Access
6 Citations
2,330 Views
31 Pages

AI-Driven Fault Detection and O&M for Wind Turbine Drivetrains: A Review of SCADA, CMS and Digital Twin Integration

  • Ning Jia,
  • Jiangzhe Feng,
  • Zongyou Zuo,
  • Zhiyi Liu,
  • Tengyuan Wang,
  • Chang Cai and
  • Qingan Li

7 March 2026

The rapid expansion of wind energy has increased the operational complexity of wind turbines, where component degradation, environmental variability, and maintenance decisions are tightly coupled. Artificial intelligence (AI) has been widely applied...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
2 Citations
1,048 Views
21 Pages

An Intelligent Condition-Monitoring Framework for Alkaline Water Electrolyzers Based on Hybrid Physics-Informed Health Indicators

  • Jie Liu,
  • Zhiying Wang,
  • Tingting Ma,
  • Xinyue Chen,
  • Zihao Wang,
  • Chao Huang and
  • Yiyang Dai

7 February 2026

Alkaline Water Electrolyzers (AWEs) are critical for green hydrogen production but face operational risks due to volatile renewable energy inputs. This study proposes an intelligent condition-monitoring framework that leverages a hybrid physics-infor...

(This article belongs to the Special Issue Intelligent Sensing, Condition Monitoring, and Maintenance for Complex Industrial Systems)
  • Article
  • Open Access
444 Views
22 Pages

Multi-Sensor Data Fusion for Early Warning of Corrosion-Prone Conditions in Closed Zones of a Medical Rescue Aircraft

  • Patryk Ciężak,
  • Michał Dziendzikowski,
  • Artur Kurnyta,
  • Lourdes Vázquez-Gómez,
  • Luca Mattarozzi,
  • Alessandro Benedetti,
  • Adrianna Nidzgorska and
  • Andrzej Leski

9 June 2026

Identifying corrosion-prone conditions early is a major maintenance challenge in closed, hard-to-access structural zones. This paper reports an in-service validation of the first monitoring layer of a multi-sensor data fusion approach for early warni...

(This article belongs to the Special Issue Advanced Sensing and Intelligent Modeling for Structural Health Monitoring)
  • Article
  • Open Access
1,355 Views
24 Pages

PI-FSL: Physics-Informed Few-Shot Domain Adaptation for Robust Cross-Domain Condition Monitoring

  • Jianbiao Wan,
  • Kar Peo Yar,
  • Malcolm Yoke Hean Low,
  • Chi Xu,
  • Ngoc Chi Nam Doan,
  • Huey Yuen Ng and
  • Wei Wang

Predictive maintenance (PdM) and predictive quality monitoring (PQM) increasingly rely on data-driven condition monitoring using vibration and related signals. However, real-world deployment often faces domain drift across machines, operating regimes...

(This article belongs to the Topic Artificial Intelligence in Smart Industrial Diagnostics and Manufacturing—Third Edition)
  • Article
  • Open Access
2 Citations
2,279 Views
17 Pages

Once-Daily Versus Four-Times-Daily Intravenous Busulfan with Therapeutic Drug Monitoring as Conditioning for Hematopoietic Cell Transplantation in Children

  • Safaa Bazbaz,
  • Irina Zaidman,
  • Ehud Even-Or,
  • Polina Stepensky,
  • Razan Sakran,
  • Daniel Kurnik and
  • Gefen Aldouby-Bier

Background/Objectives: Busulfan is a key component of myeloablative conditioning regimens in hematopoietic stem cell transplantation (HSCT) for pediatric patients with acute myeloid leukemia, solid tumors, and certain non-malignant diseases. This stu...

(This article belongs to the Section Clinical Pharmaceutics)
  • Article
  • Open Access
18 Citations
3,254 Views
11 Pages

Constrained MLAMBDA Method for Multi-GNSS Structural Health Monitoring

  • Haiyang Li,
  • Guigen Nie,
  • Dezhong Chen,
  • Shuguang Wu and
  • Kezhi Wang

15 October 2019

Deformation monitoring of engineering structures using the advanced Global Navigation Satellite System (GNSS) has attracted research interest due to its high-precision, constant availability and global coverage. However, GNSS application requires pre...

(This article belongs to the Section Remote Sensors)
  • Review
  • Open Access
721 Views
58 Pages

21 July 2026

Combine harvesters operate under harsh, time-varying field conditions, where unplanned downtime causes significant timeliness losses. This review systematically examines advances in structural fault diagnosis for combine harvesters, tracing the evolu...

(This article belongs to the Section Agricultural Science and Technology)
  • Article
  • Open Access
1 Citations
1,954 Views
33 Pages

Physics-Informed Transfer Learning for Predicting Engine Oil Degradation and RUL Across Heterogeneous Heavy-Duty Equipment Fleets

  • Mohamed G. A. Nassef,
  • Omar Wael,
  • Youssef H. Elkady,
  • Habiba Elshazly,
  • Jahy Ossama,
  • Sherwet Amin,
  • Dina ElGayar,
  • Florian Pape and
  • Islam Ali

16 December 2025

Predicting the Remaining Useful Life (RUL) of engine oil is critical for proactive maintenance and fleet reliability. However, irregular and noisy single-point sampling presents challenges for conventional prognostic models. To address this, a hierar...

(This article belongs to the Special Issue Intelligent Algorithms for Triboinformatics)
  • Feature Paper
  • Review
  • Open Access
4 Citations
2,615 Views
40 Pages

8 December 2025

Understanding degradation is crucial for ensuring the longevity and performance of materials, systems, and organisms. To illustrate the similarities across applications, this article provides a review of data-based methods in materials science, engin...

(This article belongs to the Special Issue Machine Learning, Control, and Optimization in Manufacturing and Industry 4.0)
  • Review
  • Open Access
1 Citations
1,174 Views
41 Pages

31 January 2026

An accurate prediction of aircraft wheel and brake (W&B) temperatures is increasingly important for ensuring landing gear safety, supporting turnaround decision-making, and allowing for more effective condition monitoring. Although the thermal be...

(This article belongs to the Special Issue Sensors and Sensing Technologies for Structural Health Monitoring in Civil, Mechanical, and Aerospace Engineering)
  • Article
  • Open Access
693 Views
34 Pages

From Blade Loads to Rotor Health: An Inverse Modelling Approach for Wind Turbine Monitoring

  • Attia Bibi,
  • Chiheng Huang,
  • Wenxian Yang,
  • Oussama Graja,
  • Fang Duan and
  • Liuyang Zhang

25 January 2026

Operational expenditure in wind farms is heavily influenced by unplanned maintenance, much of which stems from undetected rotor system faults. Although many fault-detection methods have been proposed, most remain confined to laboratory test. Blade-ro...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
638 Views
38 Pages

2 July 2026

The supervisory control and data acquisition (SCADA) data are increasingly used for wind turbine anomaly detection, but purely data-driven methods may be limited by weak physical interpretability, class imbalance, and reduced generalization under cha...

(This article belongs to the Special Issue Advances in Condition Monitoring and Fault Diagnosis of Electrical Equipment)
  • Article
  • Open Access
654 Views
23 Pages

9 May 2026

Large-scale shell-and-tube heat exchangers operate for extended periods, critically affecting the energy efficiency and safety of hydrogen production processes. However, online condition monitoring on industrial distributed control systems (DCSs) is...

(This article belongs to the Section Process Control, Modeling and Optimization)
  • Article
  • Open Access
389 Views
25 Pages

3 June 2026

Wind turbine main bearings are critical drivetrain components whose operating status directly affects the stability and safety of the entire unit. However, traditional unsupervised health monitoring methods suffer from difficulty in capturing early w...

(This article belongs to the Section Energy Science and Technology)
  • Article
  • Open Access
230 Views
26 Pages

16 September 2026

Steel rails are critical components of industrial dynamic transportation systems, and their in-service fault diagnosis demands reliable discrimination of multiple defect categories under multi-mode Lamb-wave dispersion and sample-level physical-param...

(This article belongs to the Special Issue Data-Driven and AI-Based Fault Diagnosis for Industrial Dynamic Systems)
  • Article
  • Open Access
34 Citations
4,682 Views
21 Pages

Monitoring and Assessment of Indoor Environmental Conditions in Educational Building Using Building Information Modelling Methodology

  • Antonio J. Aguilar,
  • María L. de la Hoz-Torres,
  • Diego P. Ruiz and
  • Mª Dolores Martínez-Aires

Managing indoor environmental quality (IEQ) is a challenge in educational buildings in the wake of the COVID-19 pandemic. Adequate indoor air quality is essential to ensure that indoor spaces are safe for students and teachers. In fact, poor IEQ can...

(This article belongs to the Section Environmental Science and Engineering)
  • Review
  • Open Access
21 Citations
5,019 Views
22 Pages

Review of the Techniques of the Data Analytics and Islanding Detection of Distribution Systems Using Phasor Measurement Unit Data

  • Ahmed Amirul Arefin,
  • Maveeya Baba,
  • Narinderjit Singh Sawaran Singh,
  • Nursyarizal Bin Mohd Nor,
  • Muhammad Aman Sheikh,
  • Ramani Kannan,
  • Ghulam E. Mustafa Abro and
  • Nirbhay Mathur

19 September 2022

The application of the Phasor Measurement Unit (PMU) in the power system is expanding day by day since it provides a higher reliability through fast symmetrically monitoring and protection and assists in controlling power systems. For power systems,...

(This article belongs to the Section Power Electronics)
  • Article
  • Open Access
21 Citations
4,085 Views
16 Pages

An Efficient Design of High Step-Up Switched Z-Source (HS-SZSC) DC-DC Converter for Grid-Connected Inverters

  • Rahul Kumar,
  • Ramani Kannan,
  • Narinderjit Singh Sawaran Singh,
  • Ghulam E. Mustafa Abro,
  • Nirbhay Mathur and
  • Maveeya Baba

With the increasing trend in the energy demand, power networks are transitioning from conventional generation systems to renewable energy sources (RESs). The energy is harvested from these RESs and fed to grid-connected inverters (GCIs), as the outpu...

(This article belongs to the Special Issue Advancement in Power Electronics and Control)
  • Article
  • Open Access
17 Citations
6,836 Views
17 Pages

Energy Storage for Energy Security and Reliability through Renewable Energy Technologies: A New Paradigm for Energy Policies in Turkey and Pakistan

  • Riaz Uddin,
  • Hashim Raza Khan,
  • Asad Arfeen,
  • Muhammad Ayaz Shirazi,
  • Athar Rashid and
  • Umar Shahbaz Khan

5 March 2021

Forecasting the microeconomics of electricity will turn into a challenging process when electricity is produced through renewable energy technologies (RET). These technologies are mainly sunlight-based photovoltaic (PV), wind power, and tidal resourc...

  • Article
  • Open Access
4 Citations
2,562 Views
15 Pages

Performance Investigation of Linearly Arranged Circular, Circular Planer, Rectangular, and Concentric Circular Antenna Arrays Using Robust NVL Techniques

  • Imteaz Rahaman,
  • Md. Shakiul Jafor,
  • Narinderjit Singh Sawaran Singh,
  • Md Ashraful Haque,
  • Antar Kumar Biswas,
  • Md Afzalur Rahman,
  • M Azman B Zakariya,
  • Ghulam E Mustafa Abro and
  • Nayan Sarker

11 November 2022

In this research, linearly arranged circular antenna array (LCAA), linearly arranged circular planer antenna array (LCPAA), linearly arranged rectangular antenna array (LRAA), and linearly arranged concentric circular antenna array (LCCAA) are analyz...

(This article belongs to the Special Issue Microwave Antennas: Theory, Material, Technology, Design and Application)
  • Article
  • Open Access
3 Citations
2,884 Views
16 Pages

2 December 2019

Relay protection equipment is important to ensure the safe and stable operation of power systems. The risks should be evaluated, which are caused by the failure of relay protection. At present, the fault data and the fault status monitoring informati...

(This article belongs to the Special Issue Optimization for Control, Observation and Safety)
  • Article
  • Open Access
17 Citations
5,503 Views
12 Pages

A Low-Cost Flexible Perforated Respiratory Sensor Based on Platinum for Continuous Respiratory Monitoring

  • Lu Cao,
  • Zhitong Zhang,
  • Junshi Li,
  • Zhongyan Wang,
  • Yingjie Ren,
  • Qining Wang,
  • Dong Huang and
  • Zhihong Li

14 October 2022

Monitoring sleep conditions is of importance for sleep quality evaluation and sleep disease diagnosis. Accurate respiration detection provides key information about sleep conditions. Here, we propose a perforated temperature sensor that can be worn b...

(This article belongs to the Special Issue Wearable and Implantable Bio-MEMS Devices and Applications)
  • Article
  • Open Access
14 Citations
3,599 Views
18 Pages

Performance Analysis of Linearly Arranged Concentric Circular Antenna Array with Low Sidelobe Level and Beamwidth Using Robust Tapering Technique

  • Imteaz Rahaman,
  • Md Ashraful Haque,
  • Narinderjit Singh Sawaran Singh,
  • Md. Shakiul Jafor,
  • Pallab Kumar Sarkar,
  • Md Afzalur Rahman,
  • Mohd Azman Zakariya,
  • Ghulam E. Mustafa Abro and
  • Nayan Sarker

11 November 2022

In this research, a novel antenna array named Linearly arranged Concentric Circular Antenna Array (LCCAA) is proposed, concerning lower beamwidth, lower sidelobe level, sharp ability to detect false signals, and impressive SINR performance. The perfo...

(This article belongs to the Special Issue Exploring the Potential of 5G and Millimeter-Wave Array Antennas)
  • Review
  • Open Access
491 Views
44 Pages

19 September 2026

Bridge infrastructure worldwide is under increasing pressure from ageing assets, growing traffic demand, environmental deterioration, and the need for more effective lifecycle management. Although bridge-monitoring technologies have developed rapidly...

(This article belongs to the Special Issue Sensors and Sensing Technologies for Structural Health Monitoring in Civil, Mechanical, and Aerospace Engineering)
  • Article
  • Open Access
8 Citations
8,861 Views
27 Pages

Probabilistic Condition Monitoring of Azimuth Thrusters Based on Acceleration Measurements

  • Riku-Pekka Nikula,
  • Mika Ruusunen,
  • Joni Keski-Rahkonen,
  • Lars Saarinen and
  • Fredrik Fagerholm

10 February 2021

Drill ships and offshore rigs use azimuth thrusters for propulsion, maneuvering and steering, attitude control and dynamic positioning activities. The versatile operating modes and the challenging marine environment create demand for flexible and pra...

  • Review
  • Open Access
29 Citations
5,207 Views
30 Pages

Related Entropy Theories Application in Condition Monitoring of Rotating Machineries

  • Liansheng Liu,
  • Zhuo Zhi,
  • Hanxing Zhang,
  • Qing Guo,
  • Yu Peng and
  • Datong Liu

29 October 2019

Rotating machinery plays an important role in various kinds of industrial engineering. How to assess their conditions is a key problem for operating safety and condition-based maintenance. The potential anomaly, fault and failure information can be o...

(This article belongs to the Section Entropy Reviews)
  • Article
  • Open Access
6 Citations
3,236 Views
26 Pages

6 March 2024

This paper presents an original wireless DYU Air Box of an environment-monitoring IoT (EMIoT) system on a campus to offer information on environmental conditions through the public ThingSpeak IoT platform for stakeholders including all the students a...

(This article belongs to the Special Issue Recent Advances in the Internet of Things (IoT): Architecture, Protocols and Security, 2nd Edition)
  • Article
  • Open Access
27 Citations
9,056 Views
21 Pages

Road infrastructure in countries like India is expanding at a rapid pace and is becoming increasingly difficult for authorities to identify and fix the bad roads in time. Current Geographical Information Systems (GIS) lack information about on-road f...

(This article belongs to the Special Issue Selected Papers from the ISPRS Tracking and Imaging Challenge 2014)
  • Article
  • Open Access
13 Citations
4,388 Views
31 Pages

Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds

  • Cyprien Hoelzl,
  • Giacomo Arcieri,
  • Lucian Ancu,
  • Stanislaw Banaszak,
  • Aurelia Kollros,
  • Vasilis Dertimanis and
  • Eleni Chatzi

28 February 2023

Monitoring information can facilitate the condition assessment of railway infrastructure, via delivery of data that is informative on condition. A primary instance of such data is found in Axle Box Accelerations (ABAs), which track the dynamic vehicl...

(This article belongs to the Special Issue Sensors Applications in Structural Health Monitoring: Extended Papers from the 10th European Workshop on Structural Health Monitoring (EWSHM))
  • Article
  • Open Access
15 Citations
3,814 Views
16 Pages

Key Concepts of Systemological Approach to CPS Adaptive Information Security Monitoring

  • Maria Poltavtseva,
  • Alexander Shelupanov,
  • Dmitriy Bragin,
  • Dmitry Zegzhda and
  • Elena Alexandrova

15 December 2021

Modern cyber-physical systems (CPS) use digital control of physical processes. This allows attackers to conduct various cyberattacks on these systems. According to the current trends, an information security monitoring system (ISMS) becomes part of a...

(This article belongs to the Topic Multi-Criteria Decision Making)
  • Article
  • Open Access
12 Citations
3,264 Views
19 Pages

21 August 2022

It is challenging to monitor landslides due to their heavy concealment and the extreme destructiveness during the long development of landslides. Many landslide monitoring tools are somewhat onefold. In this paper, a comprehensive landslide monitorin...

(This article belongs to the Special Issue Landslide and Natural Hazard Monitoring)
  • Article
  • Open Access
87 Citations
10,145 Views
18 Pages

Dual Band Antenna Design and Prediction of Resonance Frequency Using Machine Learning Approaches

  • Md. Ashraful Haque,
  • Nayan Sarker,
  • Narinderjit Singh Sawaran Singh,
  • Md Afzalur Rahman,
  • Md. Nahid Hasan,
  • Mirajul Islam,
  • Mohd Azman Zakariya,
  • Liton Chandra Paul,
  • Adiba Haque Sharker and
  • Ripon Pk
  • + 2 authors

18 October 2022

An inset fed-microstrip patch antenna (MPA) with a partial ground structure is constructed and evaluated in this paper. This article covers how to evaluate the performance of the designed antenna by using a combination of simulation, measurement, cre...

(This article belongs to the Special Issue Antenna Design for Microwave and Millimeter Wave Applications III: Latest Advances and Prospects)

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