2. Examples
2.1. Minimal Inputs
from simdesign import rcmrf
# The main inputs for each design class
inputs = {
'bcim': {
'design_class': 'eu_cdl',
'sample_size': 30,
'num_storeys': 4,
'beta': 0.1,
'seed': 2
},
'bnsm': {
"scheme": 'FMP',
"dincr": 1e-4,
'max_drift': 0.1,
'opensees': 'py'
}
}
# Run the bed-workflow for rcmrf systems and save the outputs
bcim, bdim, bnsm = rcmrf.generate(inputs=inputs, outdir="Outputs")
2.2. Advanced Inputs
from simdesign import rcmrf
# The main inputs for each design class
inputs = {
"bcim": {
"design_class": "eu_cdh",
"beta": 0.1,
"sample_size": 150,
"num_storeys": 5,
# Distribution parameters
"typical_storey_height": {
"cv": 0.07,
"mu": 2.90,
"lower_bound": 2.3,
"upper_bound": 3.8,
},
"staircase_bay_width": {
"lower_bound": 2.8,
"upper_bound": 3.2
},
"standard_bay_width": {
"corr_coeff_xy": -0.92,
"lower_bound_x": 3.5,
"upper_bound_x": 7.5,
"theta_x": 4.5,
"sigma_x": 0.35,
"lower_bound_y": 3.5,
"upper_bound_y": 7.5,
"theta_y": 4.5,
"sigma_y": 0.35,
},
"steel": {
"tag": ["S400", "S500"],
"probability": [0.10, 0.90]
},
"concrete": {
"tag": ["C20", "C25", "C30", "C35"],
"probability": [0.30, 0.45, 0.20, 0.05],
},
"ground_storey_height": {
"maximum": 4.20,
"factor": [1.0, 1.1, 1.2, 1.3, 1.4],
"probability": [0.55, 0.10, 0.20, 0.10, 0.05],
},
"construction_quality": {"probability": [0.6, 0.3, 0.1]},
"slab_typology": {
"ss1_prob_given_ss1_or_hs": 0.50,
"ss2_prob_given_ss2_or_hs": 0.65,
"upper_lim_for_min_ss_span_length": 6.0,
"upper_lim_for_max_ss2_span_ratio": 2.0,
"staircase_slab_depth": 0.15,
"floor_slab_thickness": 0.15
},
"wb_prob_given_hs": 0.50,
"square_column_prob": 0.50,
"layout": "all", # Considered layouts
"seed": 1993 # Seed number for sampling
},
"bnsm": {
"load_factors": {'G': 1.0, 'Q': 0.3},
"mass_factors": {'G': 1.0, 'Q': 0.3},
"scheme": 'EQL', # 'FMP', 'EQL', 'MPP', 'TRI', 'UNI'
"max_drift": 0.05,
"dincr": 0.001, # in meters
"opensees": 'py' # or tcl
}
}
# Run the bed-workflow for rcmrf systems and save the outputs
bcim, bdim, bnsm = rcmrf.generate(inputs=inputs, outdir="Outputs")
For more examples, please see the scripts folder in the repository.
2.3. Geometry-Specific Design
It is possible to design and visualize buildings with specific geometries: