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Data Mining Algorithms for Water Main Condition Prediction—Comparative Analysis
Publisher: ASCE
Abstract: Accurate prediction of water mains condition is critical for effective rehabilitation planning. Advances in machine learning techniques can improve condition predictions. This paper compares the capabilities of various ...
Analytic Hierarchy Process–Simulation Framework for Lighting Maintenance Decision-Making Based on the Clustered Network
Publisher: American Society of Civil Engineers
Abstract: The lighting system is an important infrastructure that needs to be maintained to curb degradations caused by aging and other extraneous factors. Facility managers are responsible for system operations and confront challenges ...
Spatial Analysis Framework for Age-Restricted Communities Integrating Spatial Distribution and Accessibility Evaluation
Publisher: ASCE
Abstract: The rapid growth of the older-adult segment of the population has a profound effect on urban development and the fulfillment of housing needs. The location of age-restricted communities that serve older adults aged 65 or ...
Bilevel Decision-Support Model for Bus-Route Optimization and Accessibility Improvement for Seniors
Publisher: ASCE
Abstract: Bus route networks play a pivotal role in public transit system planning, which, in turn, influences the geographical distribution and service coverage of bus transit. Although some advanced approaches have been applied ...
Data-Driven Sewer Pipe Data Random Generation and Validation
Publisher: ASCE
Abstract: Sewer pipe systems are of great importance to modern cities in various ways, making preventive maintenance a necessary activity to ensure an acceptable level of service at all times. In this respect, closed-circuit television ...
Implementation of Combined Loading to Calculate Ground Bearing Pressure under Crawler Crane Tracks
Publisher: ASCE
Abstract: Modular projects in the construction industry employ high-capacity crawler cranes. Due to the significant increase in the weights of modules in recent years, ensuring the integrity of ground support under the crane tracks ...
Image Processing–Based Framework for Determining Deterioration in Sewer Pipe Defects
Publisher: ASCE
Abstract: Municipal drainage systems play a key role in public health and are considered one of the main components of every modern city’s infrastructure. However, as a drainage system ages, its pipes gradually deteriorate at rates ...
Crane Mat Layout Optimization Based on Agent-Based Greedy and Reinforcement-Learning Approach
Publisher: ASCE
Abstract: The growing prevalence of modular construction, while it offers benefits in terms of productivity and sustainability, has led to increased use of heavy mobile cranes and related resources on construction sites. One significant ...
Crane Signalman Hand-Signal Classification Framework Using Sensor-Based Smart Construction Glove and Machine-Learning Algorithms
Publisher: American Society of Civil Engineers
Abstract: On construction sites, the principal means of communication between crane operator and crane signalman is mainly hand signaling. Often these hand signals are received and interpreted incorrectly, leading to communication ...
Framework for Modeling On-Site Productivity of Preventive Maintenance Activities for Wastewater Collection Systems
Publisher: American Society of Civil Engineers