Automated metamodel generation for Design Space Exploration and decision-making – A novel method supporting performance-oriented building design and retrofitting
Explore this paper's citation graph
- Type
- article
- Published
- 2014-04-15
- Cited by
- 56
- References
- 30
- OpenAlex
- https://openalex.org/W2016439219
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:109347982
Keywords
Retrofitting, Metamodeling, Space (punctuation), Engineering, Computer science
References
- Design of experiments for engineers and scientists
- Introduction to Optimum Design
- Surrogate-based Analysis and Optimization
- A Response Surface-Based Cost Model for Wind Farm Design
- ThermalOpt: A methodology for automated BIM-based multidisciplinary thermal simulation for use in optimization environments
- Generalizing Surrogate-Assisted Evolutionary Computation
- Metamodels for Computer-based Engineering Design: Survey and recommendations
- BIM-Centric Daylight Profiler for Simulation (BDP4SIM): A methodology for automated product model decomposition and recomposition for climate-based daylighting simulation
- A new methodology for the design of low energy buildings
- Use of metamodeling optimal approach promotes the performance of proton exchange membrane fuel cell (PEMFC)
- Global optimization by controlled random search
- Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions
- Fast method to predict building heating demand based on the design of experiments
- A benchmark of kriging-based infill criteria for noisy optimization
- The Coordinate-Exchange Algorithm for Constructing Exact Optimal Experimental Designs
- Metamodel-assisted evolutionary algorithms for the unit commitment problem with probabilistic outages
- Metamodeling of Combined Discrete/Continuous Responses
- Size optimization of a PV/wind hybrid energy conversion system with battery storage using response surface methodology
- Response surface approximation of pareto optimal front in multi-objective optimization
- A review on design, modeling and applications of computer experiments
Cited by
- Volumetric site analysis for the conceptualization of architecture in the urban context
- Design Decision Support - Real-time Energy Simulation in the Early Design Stages
- Optimal building envelope design based on simulated performance: History, current status and new potentials
- Building simulations supporting decision making in early design – A review
- Simulation-based Decision-making in Early Design Stages
- Early Building Design: Informed decision-making by exploring multidimensional design space using sensitivity analysis
- Parameterisation of a biodiesel plant process flow sheet model
- Integration digitaler Gebäudesimulationen in den frühen Entwurfsphasen
- An integrative approach for embodied energy: Towards an LCA-based data-driven design method
- Decent direction methods on the feasible region recognized by supervised learning metamodels to solve unstructured problems
- Response-surface-model-based system sizing for Nearly/Net zero energy buildings under uncertainty
- Simulation-Based Decision Support Tools in the Early Design Stages of a Green Building—A Review
- Investigating influential techno-economic factors for combined heat and power production using optimization and metamodeling
- Multi-criteria performance optimization for operation of stratum ventilation under heating mode
- Surrogate modelling for sustainable building design – A review
- An insight into the thermal behaviour of a building based on a metamodel for cooling energy consumption
- An efficient metamodel-based method to carry out multi-objective building performance optimizations
- Increasing the efficiency of simulation-based design explorations via metamodelling
- Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review
- Conceptual structural system layouts via design response grammars and evolutionary algorithms
Related papers
- A multi-surrogate approximation method for metamodeling
- Effect of External Post-tensioning in Retrofitting of RC Beams
- Tutorial: Metamodeling for Simulation
- Selecting an Appropriate Metamodel: The Case for NURBs Metamodels
- A Review on Technical Challenges and Possibilities on Energy Efficient Retrofit Measures in Heritage Buildings
- ADVANCES IN ASSESSMENT AND RETROFITTING OF BUILDING STRUCTURES
- Behaviour of retrofitting in reinforced concrete structures
- Optimum seismic retrofitting technique for buildings