A TREATISE ON CIVIL ENGINEERING
CONTENTS WHAT IS INTELLIGENT CONSTRUCTION? CONSTRUCTION CHARACTERISTICS OF TRANSPORTATION INFRASTRUCTURE LIFE CYCLE AND CONSTRUCTION QUALITY ENGINEERING CONSTRUCTION NEEDS THE HELP OF MODERN INFORMATION TECHNOLOGY A PRELIMINARY UNDERSTANDING OF AI UNDERSTAND INTELLIGENT CONSTRUCTION TECHNOLOGIES THE KEYS TO IMPLEMENT INTELLIGENT CONSTRUCTION TECHNOLOGIES FRAMEWORK OF INTELLIGENT CONSTRUCTION TECHNOLOGY SYSTEMATIC APPROACH TO REPRESENTING OBJECTS DE?NITION OF THE SYSTEM BASIC SYSTEM PROBLEMS THE BLACK BOX METHOD ROAD STRUCTURE SYSTEM ARTI?CIAL INTELLIGENCE SYSTEM INTELLIGENT CONSTRUCTION TECHNOLOGY SYSTEM INFORMATION PLATFORM SYSTEM EMPOWERING MACHINES TO LEARN A COMPUTER SIMULATES HUMAN BRAINS HOW DO MACHINES LEARN DISSECT AN INTELLIGENT ALGORITHM DEEP LEARNING IS NOT A MYSTERY OTHER ALGORITHMS THAT CAN’T BE IGNORED RETURN TO REASON: LOOK AT AI OBJECTIVELY MACHINE LEARNING IN ENGINEERING PROJECTS ENTERING A DATA ERA EMBRACING THE DATA ERA BIG DATA VERSUS SMALL DATA DIGITIZATION OF ENGINEERING INFORMATION CAUSALITY AND CORRELATION KNOWLEDGE AND DATA DATA ANALYSIS METHODS DATA SECURITY UNDERSTANDING PERCEPTION TECHNOLOGY HOW IS THE DATA OBTAINED? THE BOOM IN PERCEPTION TECHNOLOGY THE FUNDAMENTALS OF THE PERCEPTION TECHNOLOGY WAYS TO LEARN PERCEPTION TECHNIQUES SENSORING DEVICES IN ENGINEERING AUTOMATIC SENSING AND INTELLISENSE INTERNET OF THINGS IN ENGINEERING INTELLIGENT ENGINEERING CONSTRUCTION THE DAWN OF INTELLIGENT CONSTRUCTION THE FEASIBILITY OF INTELLIGENT ENGINEERING DESIGN THE RISE OF INTELLIGENT CONSTRUCTION INTELLIGENT MAINTENANCE HAS STARTED INTELLIGENT MANAGEMENT TECHNOLOGY VIRTUAL CONSTRUCTION HAS GREAT POTENTIAL INTELLIGENT CONSTRUCTION EXAMPLE: INTELLIGENT COMPACTION THE RISKS OF INTELLIGENT CONSTRUCTION THE ROAD TO THE FUTURE QUALITY IS THE KEY INFORMATIZATION OF ROADS DEPENDS ON THE COST THE PATH FORWARD IS INNOVATION THE FUTURE OF ICT IS AT OUR DOORSTEP REFERENCES CHAPTER