Electricity peak shaving for commercial buildings using machine learning and vehicle to building (V2B) system

M Ghafoori, M Abdallah, S Kim - Applied Energy, 2023 - Elsevier
Reducing electricity peak demand is essential to maintain the balance between supply and
demand side in electricity power markets, as well as reduce utility costs and environmental …

Machine Learning–Based Bridge Maintenance Optimization Model for Maximizing Performance within Available Annual Budgets

M Ghafoori, M Abdallah, ME Ozbek - Journal of Bridge Engineering, 2024 - ascelibrary.org
Effective maintenance planning for bridges is crucial for maintaining their performance,
safety, and minimizing maintenance costs. Timely implementation of interventions can …

Data driven economic scenarios for retrofitting residential buildings in a northern Italian region

FR Cecconi, L Rampini - IOP Conference Series: Earth and …, 2023 - iopscience.iop.org
European directives and strategies, such as the'European Green Deal'and the'Ren-ovation
Wave', point out the importance of the building sector in achieving the climate goals set by …

Modeling and Predicting Deterioration of Concrete Bridge Elements Using Machine Learning

M Ghafoori, M Abdallah… - … Research Congress 2024, 2024 - ascelibrary.org
Prediction of bridge elements' deterioration is an essential task in maintenance planning to
preserve bridges in a functioning and safe state. Several stochastic and data-driven …

[PDF][PDF] Multi-Objective Maintenance Optimization Model to Minimize Maintenance Costs While Maximizing Performance of Bridges

M Ghafoori, M Abdallah, M Ozbek - Proceedings of 59th Annual …, 2023 - easychair.org
Proper maintenance planning for bridges is necessary as it impacts the performance, safety,
and maintenance costs. Implementing less costly interventions on time can reduce the …