Publications
Google Scholar
2024
- Fault prognosis of wind turbines using multimodal machine learning
Authors: Khan, Prince Waqas; Byun, Yung Cheol
Journal: Energy Reports
@article{khan2024Faultprognosis, title={Fault prognosis of wind turbines using multimodal machine learning}, author={Khan, Prince Waqas and Byun, Yung-Cheol}, journal={Energy Reports}, volume={12}, pages={4938--4952}, year={2024}, publisher={Elsevier} }
- Recent advances and applications of machine learning in the variable renewable energy sector
Authors: Chatterjee, Subhajit; Khan, Prince Waqas; Byun, Yung-Cheol
Journal: Energy Reports
@article{chatterjee2024recent, title={Recent advances and applications of machine learning in the variable renewable energy sector}, author={Chatterjee, Subhajit and Khan, Prince Waqas and Byun, Yung-Cheol}, journal={Energy Reports}, volume={12}, pages={5044--5065}, year={2024}, publisher={Elsevier} }
- Evaluating the Use of Blockchain-Enabled Federated Learning for Smart Manufacturing: A Bibliometric Review
Authors: Khan, Prince Waqas; Abbas, Khizar; Wuest, Thorsten
Conference: IFIP International Conference on Advances in Production Management Systems
@inproceedings{khan2024evaluating, title={Evaluating the Use of Blockchain-Enabled Federated Learning for Smart Manufacturing: A Bibliometric Review}, author={Khan, Prince Waqas and Abbas, Khizar and Wuest, Thorsten}, booktitle={IFIP International Conference on Advances in Production Management Systems}, pages={279--293}, year={2024}, organization={Springer} }
- Detecting Anomalies using PCA-Kmeans and Ensembled Classifier for Wind Turbine
Authors: Khan, Prince Waqas; Byun, Yung Cheol
Journal: IEEE Open Access Journal of Power and Energy
@article{khan2024detecting, title={Detecting Anomaly Classification using PCA-Kmeans and Ensembled Classifier for Wind Turbine}, author={Khan, Prince Waqas and Byun, Yung-Cheol}, journal={IEEE Open Access Journal of Power and Energy}, year={2024}, publisher={IEEE} }
2023
- Fault
detection of wind turbines using SCADA data and genetic algorithm-based ensemble learning
Authors: Khan, Prince Waqas; Yeun, Chan Yeob; Byun, Yung Cheol
Journal: Engineering Failure Analysis
@article{khan2023fault, title={Fault detection of wind turbines using SCADA data and genetic algorithm-based ensemble learning}, author={Khan, Prince Waqas and Yeun, Chan Yeob and Byun, Yung Cheol}, journal={Engineering Failure Analysis}, volume={148}, pages={107209}, year={2023}, publisher={Elsevier} }
- Towards Industry 5.0: Empowering SMEs with Blockchain-Based Supplier Collaboration Network
Authors: Khan, Prince Waqas; Bareche, Imene; Wuest, Thorsten
Conference: IFIP International Conference on Advances in Production Management System
@inproceedings{khan2023towards, title={Towards Industry 5.0: Empowering SMEs with Blockchain-Based Supplier Collaboration Network}, author={Khan, Prince Waqas and Bareche, Imene and Wuest, Thorsten}, booktitle={IFIP International Conference on Advances in Production Management Systems}, pages={730--744}, year={2023}, organization={Springer} }
-
A stacking
ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic
panels
Authors: Khan, Prince Waqas; Byun, Yung Cheol; Jeong, Ok-Ran
Journal: Scientific Reports
@article{khan2023stacking, title={A stacking ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic panels}, author={Khan, Prince Waqas; Byun, Yung Cheol; Jeong, Ok-Ran}, journal={Scientific Reports}, volume={13}, number={1}, pages={10256}, year={2023}, publisher={Nature Publishing Group UK London} }
- A Review of
machine learning techniques for wind turbine’s fault detection, diagnosis, and
prognosis
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Journal: International Journal of Green Energy
@article{khan2023review, title={A Review of machine learning techniques for wind turbine’s fault detection, diagnosis,; prognosis}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={International Journal of Green Energy}, pages={1--16}, year={2023}, publisher={Taylor \& Francis} }
- Optimized
Dissolved Oxygen Prediction Using Genetic algorithm; Bagging Ensemble Learning
for Smart Fish Farm
Authors: Khan, Prince Waqas; Byun, Yung Cheol
Journal: IEEE Sensors Journal
@article{khan2023optimized, title={Optimized Dissolved Oxygen Prediction Using Genetic algorithm; Bagging Ensemble Learning for Smart Fish Farm}, author={Khan, Prince Waqas; Byun, Yung Cheol}, journal={IEEE Sensors Journal}, year={2023}, publisher={IEEE} }
2022
- Optimal
Photovoltaic Panel Direction; Tilt Angle Prediction Using Stacking Ensemble
Learning
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon
Journal: Frontiers in Energy Research
@article{khan2022optimal, title={Optimal photovoltaic panel direction; tilt angle prediction using stacking ensemble learning}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon}, journal={Frontiers in Energy Research}, volume={10}, pages={865413}, year={2022}, publisher={Frontiers} }
- Electric Kickboard
Demand Prediction in Spatiotemporal Dimension Using Clustering-Aided
Bagging Regressor
Authors: Khan, Prince Waqas; Park, Se-Joon; Lee, Sang-Joon; Byun, Yung-Cheol
Journal: Journal of Advanced Transportation
@article{khan2022electric, title={Electric kickboard demand prediction in spatiotemporal dimension using clustering-aided bagging regressor}, author={Khan, Prince Waqas; Park, Se-Joon; Lee, Sang-Joon; Byun, Yung-Cheol}, journal={Journal of Advanced Transportation}, volume={2022}, year={2022}, publisher={Hindawi} }
- Multi-Fault Detection;
Classification of Wind Turbines Using Stacking Classifier
Authors: Waqas Khan, Prince; Byun, Yung-Cheol
Journal: Sensors
@article{waqas2022multi, title={Multi-fault detection; classification of wind turbines using stacking classifier}, author={Waqas Khan, Prince; Byun, Yung-Cheol}, journal={Sensors}, volume={22}, number={18}, pages={6955}, year={2022}, publisher={MDPI} }
- Efficient Fake News
Detection Mechanism Using Enhanced Deep Learning Model
Authors: Ahmad, Tahir; Faisal, Muhammad Shahzad Rizwan, Atif; Alkanhel, Reem; Khan, Prince Waqas; Muthanna, Ammar
Journal: Applied Sciences
@article{ahmad2022efficient, title={Efficient fake news detection mechanism using enhanced deep learning model}, author={Ahmad, Tahir; Faisal, Muhammad Shahzad; Rizwan, Atif; Alkanhel, Reem; Khan, Prince Waqas; Muthanna, Ammar}, journal={Applied Sciences}, volume={12}, number={3}, pages={1743}, year={2022}, publisher={MDPI} }
2021
- Blockchain-based
peer-to-peer energy trading; charging payment system for electric
vehicles
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Journal: Sustainability
@article{khan2021blockchain, title={Blockchain-based peer-to-peer energy trading; charging payment system for electric vehicles}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={Sustainability}, volume={13}, number={14}, pages={7962}, year={2021}, publisher={MDPI} }
- Adaptive Error
Curve Learning Ensemble Model for Improving Energy Consumption Forecasting
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Journal: CMC-Comput. Mater. Contin
@article{khan2021adaptive, title={Adaptive Error Curve Learning Ensemble Model for Improving Energy Consumption Forecasting.}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={Computers, Materials \& Continua}, volume={69}, number={2}, year={2021} }
- Influencing Factors
Evaluation of Machine Learning-Based Energy Consumption Prediction
Authors: Khan, Prince Waqas; Kim, Yongjun; Byun, Yung-Cheol; Lee, Sang-Joon
Journal: Energies
@article{khan2021influencing, title={Influencing factors evaluation of machine learning-based energy consumption prediction}, author={Khan, Prince Waqas; Kim, Yongjun; Byun, Yung-Cheol; Lee, Sang-Joon}, journal={Energies}, volume={14}, number={21}, pages={7167}, year={2021}, publisher={MDPI} }
-
Analysis of factors affecting machine learning-based energy prediction
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Conference: Proceedings of KIIT Conference
@inproceedings{khan2021analysis, title={Analysis of factors affecting machine learning-based energy prediction}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, booktitle={Proceedings of KIIT Conference}, pages={33--35}, year={2021} }
- Secure
Transactions Management Using Blockchain as a Service Software for the Internet of
Things
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Book: Software Engineering in IoT, Big Data, Cloud; Mobile Computing
@article{khan2021secure, title={Secure transactions management using blockchain as a service software for the internet of things}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={Software Engineering in IoT, Big Data, Cloud; Mobile Computing}, pages={117--128}, year={2021}, publisher={Springer} }
2020
- A Blockchain-Based Secure
Image Encryption Scheme for the Industrial Internet of Things
Authors: Khan, Prince Waqas; Byun, Yungcheol
Journal: Entropy
@article{khan2020blockchain, title={A blockchain-based secure image encryption scheme for the industrial Internet of Things}, author={Khan, Prince Waqas; Byun, Yungcheol}, journal={Entropy}, volume={22}, number={2}, pages={175}, year={2020}, publisher={MDPI} }
- A Data
Verification System for CCTV Surveillance Cameras Using Blockchain Technology in
Smart Cities
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje
Journal: Electronics
@article{khan2020data, title={A data verification system for CCTV surveillance cameras using blockchain technology in smart cities}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje}, journal={Electronics}, volume={9}, number={3}, pages={484}, year={2020}, publisher={MDPI} }
- IoT-Blockchain Enabled
Optimized Provenance System for Food Industry 4.0 Using Advanced Deep
Learning
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje
Journal: Sensors
@article{khan2020iot, title={IoT-blockchain enabled optimized provenance system for food industry 4.0 using advanced deep learning}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje}, journal={Sensors}, volume={20}, number={10}, pages={2990}, year={2020}, publisher={MDPI} }
- Machine Learning Based
Hybrid System for Imputation; Efficient Energy Demand Forecasting
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Park, Namje
Journal: Energies
@article{khan2020machine, title={Machine learning based hybrid system for imputation; efficient energy demand forecasting}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Park, Namje}, journal={Energies}, volume={13}, number={11}, pages={2681}, year={2020}, publisher={MDPI} }
- Smart contract centric
inference engine for intelligent electric vehicle transportation
system
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Journal: Sensors
@article{khan2020smart, title={Smart contract centric inference engine for intelligent electric vehicle transportation system}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={Sensors}, volume={20}, number={15}, pages={4252}, year={2020}, publisher={MDPI} }
- Machine learning-based
approach to predict energy consumption of renewable; nonrenewable
power sources
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Kang, Dong-Ho; Kang, Jin-Young; Park, Hae-Su
Journal: Energies
@article{khan2020machine, title={Machine learning-based approach to predict energy consumption of renewable; nonrenewable power sources}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Kang, Dong-Ho; Kang, Jin-Young; Park, Hae-Su}, journal={Energies}, volume={13}, number={18}, pages={4870}, year={2020}, publisher={MDPI} }
- Genetic
algorithm based optimized feature engineering; hybrid machine learning for
effective energy consumption prediction
Authors: Khan, Prince Waqas; Byun, Yung-Cheol
Journal: IEEE Access
@article{khan2020genetic, title={Genetic algorithm based optimized feature engineering; hybrid machine learning for effective energy consumption prediction}, author={Khan, Prince Waqas; Byun, Yung-Cheol}, journal={Ieee Access}, volume={8}, pages={196274--196286}, year={2020}, publisher={IEEE} }
- Clifford Geometric Algebra-Based
Approach for 3D Modeling of Agricultural Images Acquired by
UAVs
Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Latif, Muhammad Ahsan
Journal: IEEE Access
@article{khan2020clifford, title={Clifford geometric algebra-based approach for 3D modeling of agricultural images acquired by UAVs}, author={Khan, Prince Waqas; Byun, Yung-Cheol; Latif, Muhammad Ahsan}, journal={IEEE Access}, volume={8}, pages={226297--226308}, year={2020}, publisher={IEEE} }
- Energy efficient
computation offloading mechanism in multi-server mobile edge computing—an
integer linear optimization approach
Authors: Khan, Prince Waqas; Abbas, Khizar; Shaiba, Hadil; Muthanna, Ammar; Abuarqoub, Abdelrahman; Khayyat, Mashael
Journal: Electronics
@article{khan2020energy, title={Energy efficient computation offloading mechanism in multi-server mobile edge computing—An integer linear optimization approach}, author={Khan, Prince Waqas; Abbas, Khizar; Shaiba, Hadil; Muthanna, Ammar; Abuarqoub, Abdelrahman; Khayyat, Mashael}, journal={Electronics}, volume={9}, number={6}, pages={1010}, year={2020}, publisher={MDPI} }
- Performance Enhancement through Communication Offloading for Energy Efficiency on Mobile Cloud
Computation
Authors: Adil, NOSHARWHAN; Khan, PRINCE WAQAS; Byun, YUNG-CHEOL
Journal: IJSTR
@article{adil2020performance, title={Performance Enhancement through Communication Offloading for Energy Efficiency on Mobile Cloud Computation}, author={Adil, NOSHARWHAN; Khan, PRINCE WAQAS; Byun, YUNG-CHEOL}, journal={Int. J. Sci. Technol. Res}, volume={9}, pages={186--194}, year={2020} }
2019
- Improvement of the
DPoS consensus mechanism in Blockchain based on vague sets
Authors: Xu, Guangxia; Liu, Yong; Khan, Prince Waqas
Journal: Journal: IEEE Transactions on Industrial Informatics
@article{xu2019improvement, title={Improvement of the DPoS consensus mechanism in blockchain based on vague sets}, author={Xu, Guangxia; Liu, Yong; Khan, Prince Waqas}, journal={IEEE Transactions on Industrial Informatics}, volume={16}, number={6}, pages={4252--4259}, year={2019}, publisher={IEEE} }
- UAV's
agricultural image segmentation predicated by Clifford geometric algebra
Authors: Khan, Prince Waqas; Xu, Guangxia; Latif, Muhammad Ahsan; Abbas, Khizar; Yasin, Ammara
Journal: IEEE Acces
@article{khan2019uav, title={UAV’s agricultural image segmentation predicated by clifford geometric algebra}, author={Khan, Prince Waqas; Xu, Guangxia; Latif, Muhammad Ahsan; Abbas, Khizar; Yasin, Ammara}, journal={Ieee Access}, volume={7}, pages={38442--38450}, year={2019}, publisher={IEEE} }