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    A Decision-Making Framework for Load Rating Planning of Aging Bridges Using Deep Reinforcement Learning 

    Source: Journal of Computing in Civil Engineering:;2021:;Volume ( 035 ):;issue: 006:;page 04021024-1
    Author(s): Minghui Cheng; Dan M. Frangopol
    Publisher: ASCE
    Abstract: Load rating is gaining popularity as a method for inspecting the structural performance of aging bridges and determining maintenance actions. Cost-effective condition-based strategies have been developed in previous studies ...
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    Acceptance of Corrosion-Resistant Steel in Design of Steel Girder Bridges Based on Expected Utility Theory 

    Source: Journal of Bridge Engineering:;2020:;Volume ( 025 ):;issue: 011
    Author(s): Minghui Cheng; Dan M. Frangopol; Changqing Gong
    Publisher: ASCE
    Abstract: In a chloride-containing environment, steel bridges that use carbon steel can become corroded and require periodical inspection, repainting, and replacement to maintain an acceptable level of safety and serviceability ...
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    Investigation of Effects of Time Preference and Risk Perception on Life-Cycle Management of Civil Infrastructure 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2020:;Volume ( 006 ):;issue: 001
    Author(s): Minghui Cheng; David Y. Yang; Dan M. Frangopol
    Publisher: ASCE
    Abstract: Civil infrastructure systems have two essential characteristics: long service life and low probability of failure. Under these circumstances, life-cycle management (LCM) of civil infrastructure involves time preference of ...
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