Items where Subject is "Energy consumption"

Book Section

Bujoreanu, Dan Alexandru and Chiagoziem Onwuegbuche, Faithful (2026) Forecasting Energy Demand in Buildings: The Case for Trees over Deep Nets. In: Artificial Intelligence and Cognitive Science. AICS 2025. Communications in Computer and Information Science (2950). Springer, Cham, Dublin, Ireland, pp. 263-274. ISBN 978-303225808-3

Thesis

Boyini, Kranthi (2024) Energy Load Prediction across Multi-European Countries. Masters thesis, Dublin, National College of Ireland.

Bujoreanu, Dan Alexandru (2025) A Comparative Analysis of Tree-Based, Deep Learning, and Ensemble Models for Building Energy Forecasting. Masters thesis, Dublin, National College of Ireland.

Caceres Ortuzar, Cristobal Alberto (2025) Optimizing Green Hydrogen Production: An AI-Based Approach. Masters thesis, Dublin, National College of Ireland.

Egan, Alan (2025) Ireland and the EU 2030 Climate Targets: A Critical Assessment of Freight Sector Alignment and Readiness. Masters thesis, Dublin, National College of Ireland.

Elgamoni, Harishwar Yadav (2025) Attention-Aware Deep Learning Framework for Smart Home Energy Forecasting. Masters thesis, Dublin, National College of Ireland.

Elizhabeth Sebastian, Neethu (2024) A Comprehensive Analysis of UK Electricity Consumption Using the OSI Model for Data Communication and Predictive Analytics. Masters thesis, Dublin, National College of Ireland.

Gandhi Raja, Shiva Ram Raja (2023) Energy Efficient Task Scheduling Approach in Cloud Environments towards Green Cloud Computing. Masters thesis, Dublin, National College of Ireland.

Gite, Krutika Rajesh (2024) Predicting Energy Consumption in Electric Vehicles: A Machine Learning Approach for Enhanced Efficiency and Sustainability. Masters thesis, Dublin, National College of Ireland.

Inamdar, Sana Salim (2024) Predicting Energy Consumption using Machine Learning and Deep Learning. Masters thesis, Dublin, National College of Ireland.

Kumari, Shilpa (2025) Hybrid Federated Learning Aggregation Methods for Non-IID Time Series Energy Demand Forecasting Using Gated Recurrent Unit (GRU) Neural Networks. Masters thesis, Dublin, National College of Ireland.

Manivannan, Lakshmi Meena (2025) Green AI: Quantifying the Carbon Footprint of Machine Learning Models Through Multi-Model Energy Benchmarking and Emissions Analysis. Masters thesis, Dublin, National College of Ireland.

Nalakath Assi, Mohammed Aslam (2025) Improving Residential Energy Efficiency using Machine Learning: A Predictive Approach to Smart Home Energy Optimization. Masters thesis, Dublin, National College of Ireland.

Nandanikar, Shivani Shrikant (2024) Impact of Weather Conditions on Renewable Energy Consumption. Masters thesis, Dublin, National College of Ireland.

Pandith, Savan Kumar (2024) Cross-Station Solar Power Prediction: A Transfer Learning Approach with Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Pereira, Cedric John Savio (2025) Evaluating Large Language Models for Sustainability-Aware Code Selection Using Pairwise Efficiency Comparison. Masters thesis, Dublin, National College of Ireland.

Raj, Rishabh (2025) Energy-Efficient Cloud Usage Forecasting Using SEGRU for Power and Carbon Emission Reduction. Masters thesis, Dublin, National College of Ireland.

Raparthi, Bharath (2025) Multi-Type Building Energy Consumption Prediction Using Machine Learning and IoT Sensor Data. Masters thesis, Dublin, National College of Ireland.

Shetye, Shashank Rahul (2025) Optimizing Energy Price Forecasting with Hybrid Deep Learning. Masters thesis, Dublin, National College of Ireland.

Suresh, Yashashwini (2025) Comparative Evaluation of Energy and Water Efficiency Across Cloud Deployment Models. Masters thesis, Dublin, National College of Ireland.

Thant, Shwe Moe (2025) Adaptive Energy-Aware Federated Learning Framework for Traffic Flow Prediction in Smart Cities. Masters thesis, Dublin, National College of Ireland.

Tripathi, Samiksha (2024) Impact of Retrofit Interventions on Domestic Building Energy Performance Using Predictive Machine Learning Models. Masters thesis, Dublin, National College of Ireland.

Varghese, Basil (2024) Energy Forecasting in Commercial Buildings using Property Features and Natural Resources. Masters thesis, Dublin, National College of Ireland.

Vavilala, Parashuram (2025) Improving Energy Forecasting and Anomaly Detection in Multivariate Environments. Masters thesis, Dublin, National College of Ireland.

Yadav, Amit Kumar Chhabiraj (2025) Task Scheduling in Cloud Datacenters: Comparison of Heuristic, Metaheuristic, and Machine Learning Approaches. Masters thesis, Dublin, National College of Ireland.