Deep learning hyperparameter optimization: Application to electricity and heat demand prediction for buildings

A Morteza, AA Yahyaeian, M Mirzaeibonehkhater… - Energy and …, 2023 - Elsevier
Optimal planning and operation studies of modern energy systems are tied up with medium
to long-term predictions of energy demand. Deep learning algorithms have recently become …

[HTML][HTML] Interdisciplinary Perspectives on Agent-Based Modeling in the Architecture, Engineering, and Construction Industry: A Comprehensive Review

S Mazzetto - Buildings, 2024 - mdpi.com
This paper explores the transformative impact of agent-based modeling (ABM) on the
architecture, engineering, and construction (AEC) industry, highlighting its indispensable …

A transformative solution for construction safety: Blockchain-based system for accident information management

S Ahmadisheykhsarmast, S Aminbakhsh… - Journal of Industrial …, 2023 - Elsevier
Effective management of accident information is a crucial component of safety management
within the construction industry, as it reflects the safety performance of the company and …

Managing safety risks from overlapping construction activities: A BIM approach

A Rashidi Nasab, H Malekitabar, H Elzarka… - Buildings, 2023 - mdpi.com
Addressing safety risks in construction is an ongoing priority, and integrating safety
considerations into construction scheduling is a crucial aspect of this effort. A notable …

[HTML][HTML] An explainable artificial-intelligence-aided safety factor prediction of road embankments

A Abdollahi, D Li, J Deng, A Amini - Engineering Applications of Artificial …, 2024 - Elsevier
Despite the widespread application of data-centric techniques in Geotechnical Engineering,
there is a rising need for building trust in the artificial intelligence (AI)-driven safety …

[HTML][HTML] Design optimization of ocean renewable energy converter using a combined Bi-level metaheuristic approach

E Amini, M Nasiri, NS Pargoo, Z Mozhgani… - Energy Conversion and …, 2023 - Elsevier
In recent years, there has been an increasing interest in renewable energies in view of the
fact that fossil fuels are the leading cause of catastrophic environmental consequences …

Blockchain-integrated zero-knowledge proof system for privacy-preserving near-miss reporting in construction projects

EJ Nyato, E Kimito, J Yang, D Lee, D Lee - Automation in Construction, 2024 - Elsevier
Effective management of near-miss data is essential for proactive safety practices in
construction. Traditional reporting and management methods face challenges such as data …

Qualitative analysis of the impact of contracts on information management in AEC projects

A Celoza, DP de Oliveira, F Leite - Journal of Construction …, 2023 - ascelibrary.org
Project information management in architecture, engineering, and construction (AEC)
projects can be a challenging endeavor due to the complex nature of projects and the …

Intelligent systems integrating BIM and VR for urban subway microenvironmental Health risks management

Q Chen, C Li, X Xu, P Mao, L Xiong - Buildings, 2024 - mdpi.com
With the rapid development and construction of urban subways, various risks associated
with human health and wellbeing within subway microenvironments have seriously …

Research on near-miss incidents monitoring and early warning system for building construction sites based on blockchain technology

M Li, Q Lin, H Jin - Journal of Construction Engineering and …, 2023 - ascelibrary.org
With the expansion of the scale of construction projects, the safety situation of construction
projects has become more and more severe, and strengthening near-miss event …