Research output per year
Research output per year
- 12 results
Search results
-
2024
Artificial intelligence for deconstruction: Current state, challenges, and opportunities
Balogun, H., Alaka, H., Demir, E., Egwim, C. N., Sulaimon, I., Olu-Ajayi, R. & Oseghale, R., Oct 2024, In: Automation in Construction. 166, p. 1-15 15 p., 105641.Research output: Contribution to journal › Review article › peer-review
Open AccessFile2 Downloads (Pure) -
Statistical and Artificial Intelligence-based Tools for Building Energy Prediction: A Systematic Literature Review
Olu-Ajayi, R., Alaka, H., Sunmola, F., Ajayi, S. & Mporas, I., 15 Jul 2024, (E-pub ahead of print) In: IEEE Transactions on Engineering Management. p. 1-22 22 p.Research output: Contribution to journal › Literature review › peer-review
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Comprehensive Analysis of Influencing Factors on Building Energy Performance and Strategic Insights for Sustainable Development: A Systematic Literature Review
Olu-Ajayi, R., Alaka, H., Egwim, C. & Grishikashvili, K., 18 Jun 2024, (E-pub ahead of print) In: Sustainability. 16, 12, p. 1/27 27 p., 16125170.Research output: Contribution to journal › Review article › peer-review
Open AccessFile4 Downloads (Pure) -
2023
Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle
Egwim, C. N., Alaka, H., Demir, E., Balogun, H., Olu-Ajayi, R., Sulaimon, I., Wusu, G., Yusuf, W. & Muideen, A. A., 28 Dec 2023, (E-pub ahead of print) In: Energies. 17, 1, p. 1-21 21 p., 17010182.Research output: Contribution to journal › Review article › peer-review
Open AccessFile25 Downloads (Pure) -
Building energy performance prediction: A reliability analysis and evaluation of feature selection methods
Olu-Ajayi, R., Alaka, H., Sulaimon, I., Balogun, H., Wusu, G., Yusuf, W. & Adegoke, M., 1 Sept 2023, In: Expert Systems with Applications. 225, p. 1-17 17 p., 120109.Research output: Contribution to journal › Article › peer-review
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Data-Driven Tools for Building Energy Consumption Prediction: A Review
Olu-Ajayi, R., Alaka, H., Owolabi, H., Akanbi, L., Ganiyu, S. & Lee, E-B. (ed.), 9 Mar 2023, In: Energies. 16, 6, p. 1-20 20 p., 2574.Research output: Contribution to journal › Review article › peer-review
Open AccessFile19 Downloads (Pure) -
2022
Application of Multilayer Extreme Learning Machine for Efficient Building Energy Prediction
Adegoke, M., Hafiz, A., Ajayi, S., Olu-Ajayi, R., Nastasi, B. (ed.) & Santos, P. (ed.), Dec 2022, In: Energies. 15, 24, p. 1-21 21 p., 9512.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
Effect of traffic dataset on various machine-learning algorithms when forecasting air quality
Sulaimon, I., Alaka, H., Olu-Ajayi, R., Ahmad, M., Ajayi, S. & Hye, A., 26 May 2022, In: Journal of Engineering, Design and Technology. 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile81 Downloads (Pure) -
Machine learning for energy performance prediction at the design stage of buildings
Olu-Ajayi, R., Alaka, H., Sulaimon, I., Sunmola, F. & Ajayi, S., 28 Feb 2022, In: Energy for Sustainable Development. 66, p. 12-25 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile75 Downloads (Pure) -
Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques
Olu-Ajayi, R., Alaka, H., Sulaimon, I., Sunmola, F. & Ajayi, S., 1 Jan 2022, In: Journal of Building Engineering (JOBE). 45, 13 p., 103406.Research output: Contribution to journal › Article › peer-review
Open AccessFile336 Downloads (Pure) -
2021
Air Pollution Prediction using Machine Learning: A Review
Sulaimon, I., Alaka, H., Olu-Ajayi, R., Ahmad, M., Sunmola, F., Ajayi, S. & Hye, A., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 562-575 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile535 Downloads (Pure) -
Ensemble learning for energy performance prediction of residential buildings
Olu-Ajayi, R., Alaka, H., Sulaimon, I., Grishikashvili, K., Sunmola, F., Oseghale, R. & Ajayi, S., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 536-550 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile137 Downloads (Pure)