Research collection
Renewable Energy & Energy Systems
Renewable energy integration and forecasting, energy management and intelligent control, and the optimisation of low-carbon energy systems.
Founders' research
Academic publications
Selected academic publications by IFG Intelligence's founders, reflecting their research expertise across the company's specialist areas.
- Data preprocessing techniques for statistical photovoltaic forecasting models
Falope, T. O., Lao, L. & Huo, D.
Measurement, 282, 121997, 2026
Introduces and evaluates a systematic framework for photovoltaic forecasting data preprocessing, demonstrating how combinations and sequencing of techniques influence prediction accuracy across machine-learning models.
- Development of an integrated energy management system for off-grid solar applications with advanced solar forecasting, time-of-use tariffs, and direct load control
Falope, T. O., Lao, L., Huo, D. & Kuang, B.
Sustainable Energy, Grids and Networks, 39, 101449, 2024
Develops an integrated energy management system combining solar forecasting, time-of-use tariffs and direct load control, demonstrating reduced costs and emissions and improved photovoltaic utilisation in off-grid applications.
- A Three-Step Weather Data Approach in Solar Energy Prediction Using Machine Learning
Falope, T. O., Lao, L. & Hanak, D.
Renewable Energy Focus, 50, 100615, 2024
Develops a three-step solar forecasting approach combining weather-variable selection, data fusion and machine learning to improve photovoltaic generation predictions across utility-scale and residential installations.
- Hybrid energy system integration and management for solar energy: A review
Falope, T. O., Lao, L., Hanak, D. & Huo, D.
Energy Conversion and Management: X, 21, 100527, 2024
Reviews integrated energy management approaches for solar and hybrid energy systems, examining predictive and real-time control, supply-demand coordination and frameworks for improved renewable-energy integration.
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