Process, Energy and Environmental Technology Station

Faculty of Engineering and the Built Environment

Websitehttps://www.uj.ac.za/faculties/engineering-the-built-environment/uj-peets

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

Dr Paul Adedeji
- padedejiuj.acza
- Process, Energy and Environmental Technology Station - Researcher & Research Coordinator
Person: Other (Researcher)
20182025

891 Citations
16 h-index
29 Article
28 Conference contribution
15 Conference article
3 Review article
More
- 2 Chapter

Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox
Gbashi, S. M., Adedeji, P. A., Olatunji, O. O. & Madushele, N., Mar 2025, In: Results in Engineering. 25, 103791.
Research output: Contribution to journal › Article › peer-review

Open Access
A Bio-Inspired Framework for Hyperparameter Optimization of an XGBoost Model in Main Bearing Fault Diagnostics
Gbashi, S. M., Olatunji, O. O., Adedeji, P. A. & Madushele, N., 2024, 2024 IEEE PES/IAS PowerAfrica, PowerAfrica 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE PES/IAS PowerAfrica, PowerAfrica 2024).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Evolutionary optimization of biogas production from food, fruit, and vegetable (FFV) waste
Olatunji, O. O., Adedeji, P. A., Madushele, N., Rasmeni, Z. Z. & van Rensburg, N. J., Jun 2024, In: Biomass Conversion and Biorefinery. 14, 11, p. 12113-12125 13 p.
Research output: Contribution to journal › Article › peer-review

Open Access
7 Citations (Scopus)

University of Johannesburg Researchers Report on Findings in Engineering (Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox)
Adedeji, P. & Madushele, N.
11/03/25
1 item of Media coverage
Press/Media
Studies from University of Johannesburg Provide New Data on Wind Turbines (From Academic To Industrial Research: a Comparative Review of Advances In Rolling Element Bearings for Wind Turbine Main Shaft)
Adedeji, P. & Madushele, N.
2/09/24
1 item of Media coverage
Press/Media
Research on Energy Described by Researchers at University of Johannesburg (Hybrid standalone microgrid for agricultural last-mile: A techno-economic analysis)
Adedeji, P. & Madushele, N.
21/11/22
1 item of Media coverage
Press/Media

Process, Energy and Environmental Technology Station

UN Sustainable Development Goals

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Collaborations and top research areas from the last five years

Dive into details

Dr Paul Adedeji

Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox

A Bio-Inspired Framework for Hyperparameter Optimization of an XGBoost Model in Main Bearing Fault Diagnostics

Evolutionary optimization of biogas production from food, fruit, and vegetable (FFV) waste

University of Johannesburg Researchers Report on Findings in Engineering (Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox)

Studies from University of Johannesburg Provide New Data on Wind Turbines (From Academic To Industrial Research: a Comparative Review of Advances In Rolling Element Bearings for Wind Turbine Main Shaft)

Research on Energy Described by Researchers at University of Johannesburg (Hybrid standalone microgrid for agricultural last-mile: A techno-economic analysis)

Process, Energy and Environmental Technology Station

UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Profiles

Dr Paul Adedeji

Research output

Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox

A Bio-Inspired Framework for Hyperparameter Optimization of an XGBoost Model in Main Bearing Fault Diagnostics

Evolutionary optimization of biogas production from food, fruit, and vegetable (FFV) waste

Press/Media

University of Johannesburg Researchers Report on Findings in Engineering (Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox)

Studies from University of Johannesburg Provide New Data on Wind Turbines (From Academic To Industrial Research: a Comparative Review of Advances In Rolling Element Bearings for Wind Turbine Main Shaft)

Research on Energy Described by Researchers at University of Johannesburg (Hybrid standalone microgrid for agricultural last-mile: A techno-economic analysis)