Multi-objective optimization for pavement maintenance and rehabilitation decision-making: A critical review and future directions

W Chen, M Zheng - Automation in construction, 2021 - Elsevier
The next-generation of pavement maintenance and rehabilitation (M&R) decision-making
needs to weigh multiple strategic goals to achieve sustainable development through the …

Developing a digital twin at building and city levels: Case study of West Cambridge campus

Q Lu, AK Parlikad, P Woodall… - … of Management in …, 2020 - ascelibrary.org
A digital twin (DT) refers to a digital replica of physical assets, processes, and systems. DTs
integrate artificial intelligence, machine learning, and data analytics to create living digital …

Optimization in decision making in infrastructure asset management: A review

L Chen, Q Bai - Applied Sciences, 2019 - mdpi.com
Featured Application Infrastructure Asset Management is an important and popular research
area, especially when the infrastructure networks are expending so quickly. Researchers …

Deep reinforcement learning for long‐term pavement maintenance planning

L Yao, Q Dong, J Jiang, F Ni - Computer‐Aided Civil and …, 2020 - Wiley Online Library
Inappropriate maintenance and rehabilitation strategies cause many problems such as
maintenance budget waste, ineffective pavement distress treatments, and so forth. A method …

Robust and resilience budget allocation for projects with a risk-averse approach: A case study in healthcare projects

R Lotfi, E Haqiqat, MS Rajabi, A Hematyar - Computers & Industrial …, 2023 - Elsevier
One of the critical factors that force to complete projects in minimum time is Budget
Allocation for Projects (BAP). This subject is vital in large-scale projects like provinces and …

Sustainable pavement maintenance and rehabilitation planning using the marine predator optimization algorithm

H Naseri, A Golroo, M Shokoohi… - Structure and …, 2024 - Taylor & Francis
The sustainability of pavement, especially in Maintenance and Rehabilitation (M&R)
scheduling, has become an immense concern and has received limited attention in previous …

Project-based sustainable timing series decision-making for pavement maintenance using multi-objective optimization: An innovation in traditional solutions

W Chen, M Zheng, N Tian, X Ding, N Li… - Journal of Cleaner …, 2023 - Elsevier
Pavement maintenance timing series (PMTS) optimization at the project level should
consider multiple interventional maintenance impacts within the planning horizon, while …

Developing a sustainable pavement management plan: Tradeoffs in road condition, user costs, and greenhouse gas emissions

J France-Mensah, WJ O'brien - Journal of Management in …, 2019 - ascelibrary.org
Highway maintenance and rehabilitation (M&R) planning is a multifaceted decision-making
process that requires the consideration of multiple but often conflicting objectives …

Wearable biosensor and hotspot analysis–based framework to detect stress hotspots for advancing elderly's mobility

G Lee, B Choi, CR Ahn, SH Lee - Journal of management in …, 2020 - ascelibrary.org
As the elderly population continues to grow rapidly, the mobility of elderly individuals has
become a primary concern for not only their individual well-being, but also our social …

Toward equity in large-scale network-level pavement maintenance and rehabilitation scheduling using water cycle and genetic algorithms

H Naseri, A Fani, A Golroo - International Journal of Pavement …, 2022 - Taylor & Francis
Appropriate pavement maintenance is of great importance due to the increasing
deterioration of pavements and limited resources. Nowadays, highway agencies face large …