Nkosinathi Madushele

According to our database, Nkosinathi Madushele authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2025

Control chart-integrated machine learning models for incipient fault detection in wind turbine main bearing.

Samuel M. Gbashi, Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele

Discov. Artif. Intell., December, 2025

Spectral kurtograms for performance enhancement of Bayesian-tuned CNN in wind turbine gearbox fault diagnostics.

Samuel M. Gbashi, Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele

J. Reliab. Intell. Environ., June, 2025

Comparative assessment of soft computing and SVM architectures for multi-class automobile engine fault classification.

Paul A. Adedeji, Johnson A. Oyewale, Tunde Ogedengbe, Obafemi O. Olatunji, Nkosinathi Madushele

Int. J. Syst. Assur. Eng. Manag., May, 2025

2024

A Survey of Home Energy Management Systems and their Efficacy in South Africa.

Nkosinathi Madushele, Pavel Tabakov

Proceedings of the Conference on Information Communications Technology and Society, 2024

2023

FEM and ANN approaches to wind turbine gearbox monitoring and diagnosis: a mini review.

Opeoluwa I. Owolabi, Nkosinathi Madushele, Paul A. Adedeji, Obafemi O. Olatunji

J. Reliab. Intell. Environ., December, 2023

Evolutionary-based neurofuzzy model with wavelet decomposition for global horizontal irradiance medium-term prediction.

Paul A. Adedeji, Stephen A. Akinlabi, Nkosinathi Madushele, Obafemi O. Olatunji

J. Ambient Intell. Humaniz. Comput., 2023

A Hybrid Empirical Mode Decomposition (EMD)-Support Vector Machine (SVM) for Multi-Fault Recognition in a Wind Turbine Gearbox.

Samuel M. Gbashi, Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele

Proceedings of the International Conference on Electrical, 2023

Hyperparameter Optimization on CNN Using Hyperband for Fault Identification in Wind Turbine High-Speed Shaft Gearbox Bearing.

Samuel M. Gbashi, Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele

Proceedings of the International Conference on Electrical, 2023

2021

Hybrid neurofuzzy investigation of short-term variability of wind resource in site suitability analysis: a case study in South Africa.

Paul A. Adedeji, Stephen Akinlabi, Nkosinathi Madushele, Obafemi O. Olatunji

Neural Comput. Appl., 2021

Modelling Biomass Elemental Composition: a Neurofuzzy Approach.

Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele, Stephen Akinlabi, Anthony A. DiCarlo

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Cluster-based wind turbine maintenance prioritization for a utility-scale wind farm.

Paul A. Adedeji, Obafemi O. Olatunji, Nkosinathi Madushele, Stephen A. Akinlabi, Josiah A. Adeyemo

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020

Towards low-carbon energy state in South Africa: a survey of energy availability and sustainability.

Paul A. Adedeji, Stephen Akinlabi, Nkosinathi Madushele, Obafemi O. Olatunji

EAI Endorsed Trans. Energy Web, 2020

2019

Estimation of Municipal Solid Waste (MSW) combustion enthalpy for energy recovery.

Obafemi O. Olatunji, Stephen Akinlabi, Nkosinathi Madushele, Paul A. Adedeji

EAI Endorsed Trans. Energy Web, 2019