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• Published: 17 May 2024

Towards interdisciplinary integration of electrical engineering and earth science

• Jiaqi Ruan   ORCID: orcid.org/0000-0003-2584-0738 1 ,
• Zhao Xu   ORCID: orcid.org/0000-0003-4480-7394 1 , 2 &
• Hui Su   ORCID: orcid.org/0000-0003-1265-9702 3  

Nature Reviews Electrical Engineering volume  1 ,  pages 278–279 ( 2024 ) Cite this article

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The inherent differences in epistemologies and research methods in electrical engineering and earth science hinder interdisciplinary collaboration. In the context of climate change, this divide affects the shift towards long-term sustainability in global energy systems, prompting dialogue between the disciplines to enable effective interdisciplinary collaborations.

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Acknowledgements

Z.X. acknowledges support from the Research Grants Council of the Hong Kong Special Administrative Region (AoE/P-601/23-N) and the General Research Fund of the Hong Kong Special Administrative Region (PolyU15209322). H.S. acknowledges support from the General Research Fund of the Hong Kong Special Administrative Region (project 16300823-CIVL) and Hong Kong Jockey Club Charities Trust (FA123).

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Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China

Jiaqi Ruan & Zhao Xu

Research Institute for Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China

Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China

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Ruan, J., Xu, Z. & Su, H. Towards interdisciplinary integration of electrical engineering and earth science. Nat Rev Electr Eng 1 , 278–279 (2024). https://doi.org/10.1038/s44287-024-00042-9

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DOI : https://doi.org/10.1038/s44287-024-00042-9

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Thermal Response in a Field Oriented Controlled Three-phase Induction Motor , Niyem Mawenbe Bawana

Design and Development of a Wireless EEG System Integrated into a Football Helmet , Akshay V. Dunakhe

Machine Learning, Game Theory Algorithms, and Medium Access Protocols for 5G and Internet-of-Thing (IoT) Networks , Mohamed Elkourdi

Improving Stability by Enhancing Critical Fault Clearing Time , Ammara M. Ghani

RF Power Circuit Designs for Wi-Fi Applications , Krishna Manasa Gollapudi

Enhancing Secrecy and Capacity of Wireless Systems Using Directive Communications , Mohammed A. Hafez

Statistical Anomaly Detection and Mitigation of Cyber Attacks for Intelligent Transportation Systems , Ammar Haydari

Absorber and Window Study – CdSexTe1-x/CdTe Thin Film Solar Cells , Chih-An Hsu

Methods and Algorithms to Enhance the Security, Increase the Throughput, and Decrease the Synchronization Delay in 5G Networks , Asim Mazin

Piezoelectric ZnO Nanowires as a Tunable Interface Material for Opto-Electronic Applications , Anand Kumar Santhanakrishna

Security Framework for the Internet of Things Leveraging Network Telescopes and Machine Learning , Farooq Israr Ahmed Shaikh

Diversity and Network Coded 5G Wireless Network Infrastructure for Ultra-Reliable Communications , Nabeel Ibrahim Sulieman

The Design of Passive Networks with Full-Wave Component Models , Eric Valentino

CubeSat Constellation Design for Intersatellite Linking , Michael T. White

Theses/Dissertations from 2018 2018

Design of Micro-Scale Energy Harvesting Systems for Low Power Applications Using Enhanced Power Management System , Majdi M. Ababneh

A Study on the Adaptability of Immune System Principles to Wireless Sensor Network and IoT Security , Vishwa Alaparthy

Validation of Results of Smart Grid Protection through Self-Healing , Felipe Framil Assumpção

A Novel Framework to Determine Physiological Signals From Blood Flow Dynamics , Prashanth Chetlur Adithya

The Effect of Processing Conditions on the Energetic Diagram of CdTe Thin Films Studied by Photoluminescence , Shamara P. Collins

Physical Electronic Properties of Self-Assembled 2D and 3D Surface Mounted Metal-Organic Frameworks , Radwan Elzein

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Finding Research Papers and Journal Articles in Electrical Engineering

This is a more complete listing of research databases for finding research papers and journal articles. It includes both restricted access subscription databases that are only available to current Illinois Tech students, faculty, and staff as well as some of the best and highest quality free public databases.

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100+ Electrical Engineering Research Topics Examples

Electrical engineering comprises the comprehension of electricity and how it works. The main task of electrical engineers is to improve the distribution of energy to different electrical devices. Electrical engineers utilize their skills and knowledge to solve different technical issues. Electrical engineers’ tasks are working with the airline navigation system, GPS, systems for power generation, and transmissions like the wind farmhouses and similar projects. Working on different energies also comes in the domain of electrical engineers such as hydro-energy, turbine, fuel cell, gas, geothermal energy, solar energy, and wind energy. Electrical engineers use various passive components such as inductors, capacitors, and resistors, and so on while working on electrical devices and systems.

Students need to get different ideas for the research in electrical engineering on the latest ideas during the academic career of engineering. If you have been looking for an article that includes interesting  research paper topics for electrical engineering  students at a single site, you have come to the right place.

Top Research Topics for Electrical Engineering Students

For your convenience, we have compiled here a list of the top 100 electrical engineering project ideas in 2021.

• Distance Locator for an underground cable fault
• An analysis of battery energy storage (BES) systems financial incentive policies
• Photovoltaic conversion efficiency improvement using the sparse matrix converter
• Multiphase power and DC power transmission
• SVPWM inverter harmonic elimination
• Electric cars Regenerative braking efficiency improvement
• UPS systems issues in power quality
• Techno-environmental feasibility assessment of a standalone photovoltaic system
• Electric Scooter Simulation model
• Load-leveling economical analysis using EV
• Energy minimization algorithm for an electric car with many motors
• Minimization of Switching loss in the grid-connected system
• Economic analysis and a battery’s life analysis with the supercapacitor
• Protection System for an induction motor
• A high-efficiency PLC boiler control system
• SMART cities and IoT
• Electric scooter Performance analysis using different motors
• Semantics, knowledge management, and data acquisition using IoT
• Technologies of Network virtualization
• IoT home networks
• Electrical Appliance Control with Android
• The cost-benefit analysis of energy projects on grid-scale: A case study
• Detection of the arcing fault in the electrical systems
• Induction motor map development for efficiency
• A sensitivity analysis for the parameters vehicle design
• Research on electrical loads in the public and residential buildings
• Comparative Analysis and Calculation Methods of the Losses in the electrical energy in low-voltage devices
• Hybrid charging stations powered with solar energy
• IoT smart energy meter
• Wind-power generation using a synchronous generator with permanent magnet
• Off-grid rural areas applications using a switched reluctance machine
• Analysis and design of a magnetless multiphase dc-field machine to generate wind power
• Smart home electric energy management
• A techno-economic viability assessment of a decoupled energy storage
• A techno-economic optimization and modeling of storage-based PV power generation systems
• A technical model for the lithium-ion storage for biogas and PV energy system
• An analysis of transparent power grids
• Battery life and efficiency of regenerative braking
• Economic and life analysis of a battery with the supercapacitor
• EV home charging using the load-leveling algorithm
• In-Vivo Imaging of the cancer cells using the Fluorescent Microscopy
• Use of Dynamic Instrumentation for analyzing WhatsApp security
• Smart grid architecture design
• Use of PID controller for IM torque control
• Design of a hybrid power system
• Use of FIXCOM for designing a 3-level inverter
• Harvesting solar energy from a solar-powered satellite
• Use of microcontroller for battery discharging and charging of hybrid energy system
• Analysis and modeling of electrical gripper’s DC motor actuator
• Use of a brushless DC motor for Zeta converter’s power quality improvement
• Use of a three-phase Inverter based on Thyristor for simulation and control of a DC motor
• Use of PI Controller for designing a PLC speed control DC motor
• Use of PID controller for speed control of a DC motor: a comparative study
• Front-End ASICs power management circuits
• Off-Grid renewable energy’s remote monitoring system
• Non- Renewable and Renewable Energy Resources comparative analysis
• Development of Green Building for harvesting renewable energy
• Low carbon achievement: a case study
• Use of PSO for load dispatch in case of renewable uncertainties
• The hot climate and Vertical axis wind turbine relationship and consequence
• Use of fuzzy control for efficient electrical energy management
• Degradation in the performance of PV panel performance and shading effect: a case study
• Solar angles simulation to maximize solar thermal collectors efficiency
• Use of Node MCU for active solar tracking
• Different techniques for DC networks with low voltage
• Waste Management Approach based on information
• Grid-Connected Solar PV System with decoupled control
• Electric vehicle life analysis
• Use of ADVISOR for minimizing EV energy consumption
• Field data examination of energy consumption for an electric scooter
• Use of an electric car for peak load shaving
• Effect of the temperature on PV energy conversion
• Digital Signal process control system for motors
• Use of EMTDC/ PSCAD for evaluation of harmonic analysis and filter design
• Load flow analysis of integrated DC/ AC power system using newton-raphson method
• Auto-Irrigation System development using solar power
• DC motor speed control unit design
• Protection System design for under-voltage
• Protection System design for over-voltage
• Silicon robot based on solar power
• 3-phase grid-connected PV systems simulation and design
• Analysis of brushless servo motors
• Grid-connected PV systems multilevel inverter simulation
• MIMO transformer models
• Fault detection in 3 phase transmission lines
• An optimization technique for flexible load scheduling
• Design of remote terminal unit for secure control of power
• Use of the artificial neural network for 3-phase fault detection
• Design of electrical substation earthing system
• Microgrid integration in the power transmission lines
• Induction motor temperature and material selection
• Open-loop simulation for an optimal vehicle simulation and design
• Use of STATCOM for improving the transient stability of a power grid
• Peak load management using Vehicle to Grid system
• Image sensing for a closed-loop traffic control system
• Arduino based smart home automation system
• 3 phase induction motor controlled by SVPWM in an electric vehicle
• Increasing the efficiency of a superconducting transformer
• An analysis of (SCADA) System in Power Stations

Research topics for electrical engineering can be exciting yet challenging to find at the same time as they require a lot of time for thorough research and writing. Moreover, the topic and the desired approach can a lot of time to be finalized. Keeping this hassle in view, we have compiled a list of the top 100  electrical engineering research paper topics  in a single article to save your time. We will also keep updating the list to include some more latest and fresh research topics related to electrical engineering.

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ELECTRICAL ENGINEERING RESEARCH PAPERS IEEE PAPER

Electrical engineering 2024.

Active Distribution Networks

Active distribution network will be able to highly integrate and utilize a variety of distributed energy through real-time control system and two-way communication network to improve system reliability and operational efficiency. Active distribution network concept is capable of real-time monitoring of whole grid and it may utilize the flexibility of distributed energy resources to enhance

four quadrant dc motor control technology

High performance motor drives are necessary parts of industrial applications. A motor drive system with high performance has special characteristics such as good dynamic speed command tracking and load regulating response. The methods of control are much simpler and less expensive than those of alternating current motors. Modelling and simulation of four quadrant operation of

HVAC High Voltage Alternating Current

Commissioning of HVAC systems in a campus building with regard to the indoor environment and energy performancefree downloadTodays HVAC systems in the building sector become more and more complex in order to fulfill the increasing standard of the indoor environment, which typically have many components, sub-systems, and controls. Commissioning is a quality-oriented process to Stage

supercharger

A supercharger is an air compressor that increases the pressure or density of air supplied to an internal combustion engine. This gives each intake cycle of the engine more oxygen, letting it burn more fuel and do more work, thus increasing power. Development of electric supercharger to facilitate the downsizing of automobile enginesfree downloadTo satisfy

IC INTERNAL COMBUSTION ENGINES

Combustion, also known as burning, is the basic chemical process of releasing energy from a fuel and air mixture. In an internal combustion engine (ICE), the ignition and combustion of the fuel occurs within the engine itself. The engine then partially converts the energy from the combustion to work. An internal combustion engine is a

electrical transmission technology

Electric power transmission is the bulk movement of electrical energy from a generating site, such as a power plant, to an electrical substation. The interconnected lines which facilitate this movement are known as a transmission network. Evaluation of electrical transmission concepts for large offshore wind farmsfree download Todays installed offshore wind farms have a relative

power transmission trends

Electrical structure of future off-shore wind power plant with a high voltage direct current power transmission free download General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide

electrical power transmission

Transmission and distribution refers to the different stages of carrying electricity over poles and wires from generators to a home or a business. The primary distinction between the two is the voltage level at which electricity moves in each stage. Scheduling maintenance of electrical power transmission networks using genetic programming free download Abstract The National Grid

SMART SOLAR INVERTER

Smart inverters are an emerging technology that can enable more efficient integration of distributed energy resources (DERs). Like traditional inverters, smart inverters convert the direct current output of solar panels into the alternating current that can be used by consumers in their homes and businesses Smart Solar Inverter free download The term solar smart inverter

Dynamic voltage restoration 2019

Dynamic voltage restoration is a method of overcoming voltage sags and swells that occur in electrical power distribution. These are a problem because spikes consume power and sags reduce efficiency of some devices. Dynamic Voltage Restorer for Compensation of Voltage Sagfree download Superiority of the output power delivered from the utilities has become a major

ELECTRICAL ENGINEERING 2017

Electrical engineering 2016, electrical engineering 2015, best electrical engineering research topics, electrical engineering papers, ieee projects 2022, seminar reports, free ieee projects ieee papers.

• 2024 ECE Day: Seminar and Student Research Competition

The Department of Electrical and Computer Engineering (ECE) at Illinois Institute of Technology recently held its annual ECE Day event on April 5, 2024. This day-long event showcased the department’s commitment to innovation, collaboration, and academic excellence among its students, faculty, and External Advisory Board.

Eighty students across all degree levels showcased their research, and 45 were named as finalists in first, second, or third place.

ECE Day is the culmination of various activities, including a strategic meeting with the ECE External Advisory Board, research panels, a seminar, and student research competitions.

The seminar was given by Kenneth Zdunek (Ph.D. EE ’91), senior vice president and chief technology officer at Roberson and Associates and adjunct faculty at Illinois Tech. His seminar was titled “Adventures in Wireless System Design.”

“We would like to thank Ken Zdunek for his inspiring seminar presentation,” says Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie . “Ken is an inventor and leader in the analysis, research, and design of wireless networks and systems. He holds 17 patents and was recognized as an Institute of Electrical and Electronics Engineers fellow in 2008 for his leadership in integrated voice and data systems. In his seminar, Ken shared valuable lessons and insights from his many years of experience in the field of wireless communications.”

The event culminated in an award ceremony and reception, where the winners of the student research competition were announced. Congratulations to the following winners:

Undergraduate Best Team Design Projects—Spring 2024

First Place — Samuel Karson (CPE, M.S. CPE 4th Year),  Nathan Cook (CPE, M.A.S. ECE 5th Year), and  Oumou Toure (EE 5th Year)—“Risk Watch Fall Detection” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Second Place — Inika Singh (CPE 4th Year),  Elthon Alvarez (EE 4th Year),  Jennifer Duarte (CPE 4th Year), and  Huy Cao (CPE, M.S. CPE 4th Year)—“SmartSlice Station” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Third Place — Joanna Findura (CPE, M.S. CPE 5th Year),  Sariuna Iumozhapova (CYSE 5th Year), and  Yuhao Zhou (EE, M.S. EE 4th Year)—“AquaTrack Fish Tank Monitor” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Undergraduate Best Team Design Projects—Fall 2023

First Place — Gabriel Roskowski (CPE 4th Year),  Robert John Soler (CYSE, M.A.S. CYF 4th Year), and  Alae Moudni (CPE 4th Year)—“Automated Security Patrolling Robot” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Second Place — Lukas Klicker (EE, M.S. CPE 5th Year),  Joanna Findura (CPE, M.S. CPE 5th Year), and  Alex Maliwat (CPE, M.Eng. Artificial Intelligence for Computer Vision and Control 5th Year)—“Infant Monitoring System” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Third Place — James Benson (EE, M.S. CPE 5th Year),  Guillaume Hansen (M.A.S. ECE),  Muhammad Rafay Danish (CPE, M.A.S. AI 5th Year), and  Khoa Truong (CPE 4th Year)—“Smart Robot Air Quality Monitor” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Master’s Best Individual Research Projects

First Place — Pin-Chien Chen (M.S. EE 2nd Year)—“Enhanced Fake News Detection Through Dataset Integration” Adviser:  Professor of Electrical and Computer Engineering Yu Cheng

Second Place — Gundrapally Achyuth (M.S. EE 1st Year)—“Ultra Low Power Techniques for Object Detection on the RT-Level” Adviser:  Professor of Electrical and Computer Engineering Ken Choi

Third Place — Yuan Ma (M.S. EE 2nd Year)—“Detection Transformer with Efficient Multiscale Decoder” Adviser:  Associate Professor of Electrical and Computer Engineering Joohee Kim

Master’s Best Team Research Projects

First Place — Spandana Korabandi (M.S. EE 1st Year),  Anirudh Pusuluri (M.A.S. Computer Engineering in Internet of Things 1st Year), and  Akshaykumar Swarnakumar (M.A.S. ECE 2nd Year)—“IoT Enabled EcoSentry Bin” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Second Place — Iker Alcorta (M.A.S. Computer Engineering in Internet of Things 1st Year) and  Igor Bogaz (M.A.S. Computer Engineering in Internet of Things 1st Year)—“Smart Soccer Boots” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Third Place — Timothy Seibert  (CPE, M.S. CPE 4th Year) and  Guillaume Seigle (M.A.S. BMI 2nd Year)—“Smart Sleep Tracker” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Ph.D. Category: Networks and Communications

First Place — Ziru Chen (M.S. EE ’17, Ph.D. EE Candidate)—“Practical Reconfigurable Intelligent Surface” Adviser:  Associate Professor of Electrical and Computer Engineering Lin Cai

Second Place (Tie) — Eli Hwang (Ph.D. EE Candidate)—“Uplink NOMA via Special Incidence Matrix” Adviser:  Associate Professor of Electrical and Computer Engineering Guillermo Atkin

Second Place (Tie) — Oluwaseun Ajayi (Ph.D. EE Candidate)—“Self-Renewal Machine Learning Approach for Fast Wireless Network Optimization” Adviser:  Professor of Electrical and Computer Engineering Yu Cheng

Third Place — Yu Xiao (M.S. EE ’18, Ph.D. EE Candidate)—“Time Asynchronous NOMA for Increasing BER performance” Adviser:  Associate Professor of Electrical and Computer Engineering Guillermo Atkin

Ph.D. Category: Signal and Image Processing

First Place — Jane Downer (AI/M.A.S. AI ’23, Ph.D. CS Candidate)—“Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-based Approach with Novel Metrics” Adviser:  Assistant Professor of Electrical and Computer Engineering Ren Wang

Second Place — Yipeng Qu (Ph.D. EE Candidate)—“Enhancing Query Formulation for Universal Image Segmentation” Adviser:  Associate Professor of Electrical and Computer Engineering Joohee Kim

Third Place (Tie) — Xirang Zhang (M.S. EE ’21, Ph.D. EE Candidate)—“A Feasibility Study on Deep Learning for Standard-Dose Cardiac-Gated Spect Images” Adviser:  Harris Perlstein Professor of Electrical and Computer Engineering Yongyi Yang

Third Place (Tie) — Mehdi Toumi (Ph.D. EE Candidate)—“Edge Preserving Deep Learning De-Noising for Cardiac Spect” Adviser:  Professor of Electrical and Computer Engineering Jovan Brankov

Ph.D. Category: Power Electronics

First Place — Triston Cooper (Ph.D. EE Candidate)—“Superconducting Momentary Circuit Interrupter” Adviser:  Professor of Electrical and Computer Engineering Ian Brown

Second Place — Nicholas Krause (EE ’14, M.S. EE ’16, Ph.D. EE Candidate)—“Electric Machine Thermal System Identification” Adviser:  Professor of Electrical and Computer Engineering Ian Brown

Third Place — Mohammad Qasem (Ph.D. EE Candidate)—“Data-Integrated in Li-ion Battery Modeling for eVTOL Energy Systems” Adviser:  Carl and Paul Bodine Endowed Chair in Electrical and Computer Engineering Professor Mahesh Krishnamurthy

Ph.D. Category: Digital Systems and Cybersecurity

First Place — David Arnold (EE/M.S. CPE ’19, Ph.D. CPE Candidate)—“An Enhanced Data Historian For Cyberattack Detection in Industrial Control Systems” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Second Place (Tie) — Guanting Chen (M.S. EE ’19, Ph.D. EE Candidate)—“SAT Solver with Machine Learning and Weighted Literal Incidence Graph Representation” Adviser:  Associate Professor of Electrical and Computer Engineering Jia Wang

Second Place (Tie) — Hans Johnson (M.S. EE ’21, Ph.D. EE Candidate)—“Improving Signal-to-Noise Ratio (SNR) for Quantum Computing Readout Signals Using Adaptive Filters for FPGAs” Adviser:  Walter and Harriet Filmer Endowed Chair in Electrical and Computer Engineering Jafar Saniie

Third Place — Nader Alnatsheh (EE/M.S. EE ’22, Ph.D. EE Candidate)—“Low Power Techniques for DNN Accelerator Design from Model-Level to RT-Level” Adviser:  Professor of Electrical and Computer Engineering Ken Choi

Image: Group photo of ECE Day attendees.

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Electronics and Electrical Education: Bridging the Gap Between Industry and Education Through Information Technology

• Original Article
• Published: 19 September 2023
• Volume 19 , pages 1849–1860, ( 2024 )

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• QingHe Wang 1  

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As the lifeblood of vocational education and the foundation of people’s livelihood, employment is closely related to many factors such as the sustainable and healthy development of China’s economy, social stability, and the rational use of talent. In adopting the combination of production and education, it is undoubtedly the most rewarding for students to get out of school and connect with society, so that they can gain skill training in the process of social practice, develop their moral innovation ability and practical ability, and gain valuable experience in society for their smooth employment in the future. Currently, the traditional teaching of electronics and electricians still relies on the hands of teachers to guide and then students to consolidate and practice. This method has some problems and is difficult to adapt to the current requirements in the teaching of electronics and electricians. In response to some of the issues mentioned above, through research on this method, and through artificial intelligence processing technology, an electronic and electrical teaching and training system was designed to guide students to operate and practice. Therefore, this article compared the performance of the system and found that the system in this article was faster and more efficient than traditional systems. Compared with traditional systems, the response time of this system was shortened by 0.082 s, 0.268 s, 0.627 s, and 1.416 s when the number of loggers reached 10, 100, 250, and 500, respectively. Through comparison, it was found that the system in this paper was far superior to traditional systems, indicating that the system in this paper had a larger bearing capacity. The system user interface (UI) testing and interface testing results in this paper were good, and the overall performance of the system was good. In addition, the research on the integration of industry and education in this article has also enriched the application of artificial intelligence technology in teaching, promoting the better growth of its students.

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This work was supported by D/2021/03/23 “Research on the problems and countermeasures of the implementation of the comprehensive evaluation enrollment policy in higher vocational colleges”2021 Provincial Education Science Planning Project.

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Wang, Q. Electronics and Electrical Education: Bridging the Gap Between Industry and Education Through Information Technology. J. Electr. Eng. Technol. 19 , 1849–1860 (2024). https://doi.org/10.1007/s42835-023-01655-0

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DOI : https://doi.org/10.1007/s42835-023-01655-0

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