KOUTSOURELAKIS, 2024 - Google Patents
Bias Identification Approaches for Model Updating of Simulation-based Digital Twins of BridgesKOUTSOURELAKIS, 2024
View PDF- Document ID
- 7724389865363936273
- Author
- KOUTSOURELAKIS J
- Publication year
External Links
Snippet
Simulation-based digital twins of bridges have the potential not only to serve as monitoring devices of the current state of the structure but also to generate new knowledge through physical predictions that allow for better-informed decisionmaking. For an accurate …
- 238000004088 simulation 0 title abstract description 25
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/50—Computer-aided design
- G06F17/5009—Computer-aided design using simulation
- G06F17/5018—Computer-aided design using simulation using finite difference methods or finite element methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/50—Computer-aided design
- G06F17/5009—Computer-aided design using simulation
- G06F17/5036—Computer-aided design using simulation for analog modelling, e.g. for circuits, spice programme, direct methods, relaxation methods
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K17/00—Measuring quantity of heat
- G01K17/06—Measuring quantity of heat conveyed by flowing mediums, e.g. in heating systems e.g. the quantity of heat in a transporting medium, delivered to or consumed in an expenditure device
- G01K17/08—Measuring quantity of heat conveyed by flowing mediums, e.g. in heating systems e.g. the quantity of heat in a transporting medium, delivered to or consumed in an expenditure device based upon measurement of temperature difference or of a temperature
- G01K17/20—Measuring quantity of heat conveyed by flowing mediums, e.g. in heating systems e.g. the quantity of heat in a transporting medium, delivered to or consumed in an expenditure device based upon measurement of temperature difference or of a temperature across a radiating surface, combined with ascertainment of the heat transmission coefficient
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F2217/00—Indexing scheme relating to computer aided design [CAD]
- G06F2217/80—Thermal analysis and optimization
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F2217/00—Indexing scheme relating to computer aided design [CAD]
- G06F2217/41—Molding
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F2217/00—Indexing scheme relating to computer aided design [CAD]
- G06F2217/16—Numerical modeling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation, e.g. linear programming, "travelling salesman problem" or "cutting stock problem"
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K7/00—Measuring temperature based on the use of electric or magnetic elements directly sensitive to heat ; Power supply, e.g. by thermoelectric elements
- G01K7/42—Circuits for reducing thermal inertia; Circuits for predicting the stationary value of temperature
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3457—Performance evaluation by simulation
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Chong et al. | Guidelines for the Bayesian calibration of building energy models | |
US10739741B2 (en) | Systems and methods for detecting changes in energy usage in a building | |
Chakrabarty et al. | Scalable Bayesian optimization for model calibration: Case study on coupled building and HVAC dynamics | |
US10261485B2 (en) | Systems and methods for detecting changes in energy usage in a building | |
Chong et al. | Continuous-time Bayesian calibration of energy models using BIM and energy data | |
US9575475B2 (en) | Systems and methods for generating an energy usage model for a building | |
Barton et al. | Quantifying input uncertainty via simulation confidence intervals | |
Gori et al. | Estimation of thermophysical properties from in-situ measurements in all seasons: Quantifying and reducing errors using dynamic grey-box methods | |
CN116432323B (en) | Aircraft structure digital twin credibility assessment method based on Bayesian network | |
Lataniotis et al. | The Gaussian process modelling module in UQLab | |
CN116187153B (en) | Updating Method of Digital Twin Model of Hydraulic Structure Based on Hierarchical Bayesian | |
Lin et al. | A gray system modeling approach to the prediction of calibration intervals | |
US20110010140A1 (en) | Probability Distribution Function Mapping Method | |
Ding et al. | Uncertainty sources and calculation approaches for building energy simulation models | |
Monari et al. | Characterization of an airflow network model by sensitivity analysis: parameter screening, fixing, prioritizing and mapping | |
Gao et al. | Testing a four-dimensional variational data assimilation method using an improved intermediate coupled model for ENSO analysis and prediction | |
Wang et al. | Lifecycle energy consumption prediction of residential buildings by incorporating longitudinal uncertainties | |
KOUTSOURELAKIS | Bias Identification Approaches for Model Updating of Simulation-based Digital Twins of Bridges | |
CN119005606A (en) | Power scheduling method and system based on energy calculation power interconnection | |
CN113743022A (en) | High-precision climate change data storage and visualization method | |
Andrés Arcones et al. | Bias Identification Approaches for Model Updating of Simulation-based Digital Twins of Bridges | |
Peleš et al. | Uncertainty quantification in energy efficient building performance simulations | |
Grenyer et al. | An uncertainty quantification and aggregation framework for system performance assessment in industrial maintenance | |
Xiao et al. | Modelling the stochastic dependence underlying construction cost and duration | |
Ramnath | Monte Carlo simulations in uncertainty evaluation for partial differential equations |