Advanced Computing Strategies for Engineering 25th EG ICE International Workshop 2018 Lausanne Switzerland June 10 13 2018 Proceedings Part II Ian Smith 3319916351 9783319916354

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Product details:

• ISBN 10: 3319916351
• ISBN 13: 9783319916354
• Author: F. C. Smith

This double volume set ( LNAI 10863-10864)  constitutes the refereed proceedings of the 25th International Workshop, EG-ICE 2018, held in Lausanne, Switzerland, in June 2018. The 58 papers presented in this volume were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on Advanced Computing in Engineering, Computer Supported Construction Management, Life-Cycle Design Support, Monitoring and Control Algorithms in Engineering, and BIM and Engineering Ontologies.

Table of contents:

1. Automatic Object Detection from Digital Images by Deep Learning with Transfer Learning
2. Data Driven Analytics (Machine Learning) for System Characterization, Diagnostics and Control Optimization
3. 3D Imaging in Construction and Infrastructure Management: Technological Assessment and Future Research Directions
4. IoT – An Opportunity for Autonomous BIM Reconstruction?
5. Space Classification from Point Clouds of Indoor Environments Based on Reconstructed Topology
6. State-of-Practice on As-Is Modelling of Industrial Facilities
7. Pavement Defects Detection and Classification Using Smartphone-Based Vibration and Video Signals
8. Optimization Formulations for the Design of Low Embodied Energy Structures Made from Reused Elements
9. Collaborative Immersive Planning and Training Scenarios in VR
10. 3DFacilities: Annotated 3D Reconstructions of Building Facilities
11. Meta Models for Real-Time Design Assessment Within an Integrated Information and Numerical Modelling Framework
12. A Visual Interactive Environment for Engineering Knowledge Modelling
13. Lessons Learned with Laser Scanning Point Cloud Management in Hadoop HBase
14. SLAM-Driven Intelligent Autonomous Mobile Robot Navigation for Construction Applications
15. Computer Supported Construction Management
16. Making Each Workhour Count: Improving the Prediction of Construction Durations and Resource Allocations
17. Fiatech: History and Perspectives on Future Research
18. Advanced Construction Information Modeling: Technology Integration and Education
19. Derivation of Minimum Required Model for Augmented Reality Based Stepwise Construction Assembly Control
20. Quantitative Analysis of Close Call Events
21. Towards a Data-Driven Approach to Injury Prevention in Construction
22. Visual Data and Predictive Analytics for Proactive Project Controls on Construction Sites
23. Quantification of Energy Consumption and Carbon Dioxide Emissions During Excavator Operations
24. Life-Cycle Design Support
25. Intelligent Computing for Building Performance Analysis
26. Quality Function Deployment Based Conceptual Framework for Designing Resilient Urban Infrastructure System of Systems
27. Quantifying Performance Degradation of HVAC Systems for Proactive Maintenance Using a Data-Driven Approach
28. Vulnerability Distribution Model of Critical Infrastructures Based on Topological System Simulation
29. Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design
30. Detect Relationship Between Urban Housing Development and Urban Heat Island Dynamic in Hyper-density Hong Kong by Integrating GIS and RS Techniques
31. PPP Cost-Sharing of Multi-purpose Utility Tunnels
32. Data-Driven, Multi-metric, and Time-Varying (DMT) Building Energy Benchmarking Using Smart Meter Data

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