def test_2x3(self):
# Loading the water depth map
dat = loadtxt('data/WaterDepth1.dat')
X, Y = meshgrid(linspace(0., 1000., 50), linspace(0., 1000., 50))
depth = array(zip(X.flatten(), Y.flatten(), dat.flatten()))
borders = array([[200, 200], [150, 500], [200, 800], [600, 900], [700, 700], [900, 500], [800, 200], [500, 100], [200, 200]])
baseline = array([[587.5, 223.07692308], [525., 346.15384615], [837.5, 530.76923077], [525., 530.76923077], [525., 838.46153846], [837.5, 469.23076923]])
wt_desc = WTDescFromWTG('data/V80-2MW-offshore.wtg').wt_desc
wt_layout = GenericWindFarmTurbineLayout([WTPC(wt_desc=wt_desc, position=pos) for pos in baseline])
t = Topfarm(
baseline_layout = wt_layout,
borders = borders,
depth_map = depth,
dist_WT_D = 5.0,
distribution='spiral',
wind_speeds=[4., 8., 20.],
wind_directions=linspace(0., 360., 36)[:-1]
)
t.run()
self.fail('make save function')
t.save()
def _run_case(self, case):
print self.case_dicts[case]['wwh_file']
Dir = '/Users/pire/Projects/201312_EnergiNet/' + self.case_dicts[case][
'Dir']
wwh_file = Dir + '/' + self.case_dicts[case]['wwh_file']
depth = loadtxt(Dir + '/depth.xyz')
borders = loadtxt(Dir + '/borders.xyz', usecols=(0, 1))
t = Topfarm(baseline_layout=PlantFromWWH(filename=wwh_file).wt_layout,
borders=borders,
depth_map=depth,
dist_WT_D=5.0,
distribution='spiral',
wind_speeds=[4., 8., 20.],
wind_directions=linspace(0., 360., 36)[:-1])
t.run()
def _run_case(self, case):
print self.case_dicts[case]['wwh_file']
Dir = '/Users/pire/Projects/201312_EnergiNet/' + self.case_dicts[case]['Dir']
wwh_file = Dir+'/'+ self.case_dicts[case]['wwh_file']
depth = loadtxt(Dir+'/depth.xyz')
borders = loadtxt(Dir+'/borders.xyz', usecols=(0,1))
t = Topfarm(
baseline_layout = PlantFromWWH(filename=wwh_file).wt_layout,
borders = borders,
depth_map = depth,
dist_WT_D = 5.0,
distribution='spiral',
wind_speeds=[4., 8., 20.],
wind_directions=linspace(0., 360., 36)[:-1]
)
t.run()
def test_2x3(self):
# Loading the water depth map
dat = loadtxt('data/WaterDepth1.dat')
X, Y = meshgrid(linspace(0., 1000., 50), linspace(0., 1000., 50))
depth = array(zip(X.flatten(), Y.flatten(), dat.flatten()))
borders = array([[200, 200], [150, 500], [200, 800], [600, 900],
[700, 700], [900, 500], [800, 200], [500, 100],
[200, 200]])
baseline = array([[587.5, 223.07692308], [525., 346.15384615],
[837.5, 530.76923077], [525., 530.76923077],
[525., 838.46153846], [837.5, 469.23076923]])
wt_desc = WTDescFromWTG('data/V80-2MW-offshore.wtg').wt_desc
wt_layout = GenericWindFarmTurbineLayout(
[WTPC(wt_desc=wt_desc, position=pos) for pos in baseline])
t = Topfarm(baseline_layout=wt_layout,
borders=borders,
depth_map=depth,
dist_WT_D=5.0,
distribution='spiral',
wind_speeds=[4., 8., 20.],
wind_directions=linspace(0., 360., 36)[:-1])
t.run()
self.fail('make save function')
t.save()
],
'foundation.foundation_length':
'plotting.foundation_length',
'foundation.foundations':
'plotting.foundations',
'elnet.elnet_layout':
'plotting.elnet_layout',
'elnet.elnet_length':
'plotting.elnet_length',
'wt_dist.min_dist':
'plotting.min_dist'
}
input_parameters = {}
top = Topfarm(components, workflows, objectives, constraints, design_variables,
connections, input_parameters)
top.run()
# #### Optimization using the AEP
# In[24]:
components = {
'elnet':
ElNetLength(scaling=0.0),
'foundation':
FoundationLength(borders=borders, scaling=0.0, depth=depth),
'aep':
AEP(wt_layout=wt_layout,
wind_rose=wind_rose,
wf=FGCLarsen(),
design_variables = {'driver': 'distribute'}
connections = {'distribute.wt_positions': ['foundation.wt_positions',
'wt_dist.wt_positions',
'plotting.wt_positions',
'elnet.wt_positions',
'dist_from_borders.wt_positions'],
'foundation.foundation_length': 'plotting.foundation_length',
'foundation.foundations': 'plotting.foundations',
'elnet.elnet_layout': 'plotting.elnet_layout',
'elnet.elnet_length': 'plotting.elnet_length',
'wt_dist.min_dist': 'plotting.min_dist'}
input_parameters = {}
top = Topfarm(components, workflows, objectives, constraints, design_variables, connections, input_parameters)
top.run()
# #### Optimization using the AEP
# In[24]:
components = {
'elnet': ElNetLength(scaling=0.0),
'foundation': FoundationLength(borders=borders, scaling=0.0, depth=depth),
'aep': AEP(wt_layout=wt_layout,
wind_rose=wind_rose,
wf=FGCLarsen(),
wind_speeds=[4, 8, 12],
wind_directions=linspace(0, 360, 12)[:-1],