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TOPFARM
PyWake
Commits
f496131d
Commit
f496131d
authored
4 years ago
by
Mads M. Pedersen
Browse files
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Plain Diff
add normalize_with parameter in plot functions
parent
ab2a5cdd
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Changes
2
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2 changed files
py_wake/flow_map.py
+12
-9
12 additions, 9 deletions
py_wake/flow_map.py
py_wake/wind_turbines.py
+11
-7
11 additions, 7 deletions
py_wake/wind_turbines.py
with
23 additions
and
16 deletions
py_wake/flow_map.py
+
12
−
9
View file @
f496131d
...
...
@@ -96,7 +96,8 @@ class FlowMap(FlowBox):
"""
return
self
.
aep_xylk
(
wt_type
,
normalize_probabilities
,
with_wake_loss
).
sum
([
'
wd
'
,
'
ws
'
])
def
plot
(
self
,
data
,
clabel
,
levels
=
100
,
cmap
=
None
,
plot_colorbar
=
True
,
plot_windturbines
=
True
,
ax
=
None
):
def
plot
(
self
,
data
,
clabel
,
levels
=
100
,
cmap
=
None
,
plot_colorbar
=
True
,
plot_windturbines
=
True
,
normalize_with
=
1
,
ax
=
None
):
"""
Plot data as contouf map
Parameters
...
...
@@ -123,6 +124,7 @@ class FlowMap(FlowBox):
cmap
=
'
Blues_r
'
if
ax
is
None
:
ax
=
plt
.
gca
()
n
=
normalize_with
if
self
.
plane
[
0
]
==
"
YZ
"
:
y
=
self
.
X
[
0
]
x
=
np
.
zeros_like
(
y
)
+
self
.
plane
[
1
]
...
...
@@ -134,32 +136,33 @@ class FlowMap(FlowBox):
y
=
np
.
arange
(
y
.
min
(),
y
.
max
())
x
=
np
.
zeros_like
(
y
)
+
self
.
plane
[
1
]
z
=
self
.
simulationResult
.
windFarmModel
.
site
.
elevation
(
x
,
y
)
ax
.
plot
(
y
,
z
,
'
k
'
)
ax
.
plot
(
y
/
n
,
z
/
n
,
'
k
'
)
else
:
# xarray gives strange levels
# c = data.isel(h=0).plot(levels=levels, cmap=cmap, ax=ax, add_colorbar=plot_colorbar)
c
=
ax
.
contourf
(
self
.
X
,
self
.
Y
,
data
.
isel
(
h
=
0
).
data
,
levels
=
levels
,
cmap
=
cmap
)
c
=
ax
.
contourf
(
self
.
X
/
n
,
self
.
Y
/
n
,
data
.
isel
(
h
=
0
).
data
,
levels
=
levels
,
cmap
=
cmap
)
if
plot_colorbar
:
plt
.
colorbar
(
c
,
label
=
clabel
,
ax
=
ax
)
if
plot_windturbines
:
self
.
plot_windturbines
(
ax
=
ax
)
self
.
plot_windturbines
(
normalize_with
=
normalize_with
,
ax
=
ax
)
return
c
def
plot_windturbines
(
self
,
ax
=
None
):
def
plot_windturbines
(
self
,
normalize_with
=
1
,
ax
=
None
):
fm
=
self
.
windFarmModel
yaw
=
self
.
simulationResult
.
Yaw
.
sel
(
wd
=
self
.
wd
[
0
]).
mean
([
'
ws
'
]).
data
if
self
.
plane
[
0
]
==
"
YZ
"
:
x_i
,
y_i
=
self
.
simulationResult
.
x
.
values
,
self
.
simulationResult
.
y
.
values
h_i
=
self
.
simulationResult
.
h
.
values
z_i
=
self
.
simulationResult
.
windFarmModel
.
site
.
elevation
(
x_i
,
y_i
)
fm
.
windTurbines
.
plot_yz
(
y_i
,
z_i
,
h_i
,
wd
=
self
.
wd
,
yaw
=
yaw
,
ax
=
ax
)
fm
.
windTurbines
.
plot_yz
(
y_i
,
z_i
,
h_i
,
wd
=
self
.
wd
,
yaw
=
yaw
,
normalize_with
=
normalize_with
,
ax
=
ax
)
else
:
# self.plane[0] == "XY":
fm
.
windTurbines
.
plot_xy
(
self
.
simulationResult
.
x
,
self
.
simulationResult
.
y
,
self
.
simulationResult
.
type
.
data
,
wd
=
self
.
wd
,
yaw
=
yaw
,
ax
=
ax
)
wd
=
self
.
wd
,
yaw
=
yaw
,
normalize_with
=
normalize_with
,
ax
=
ax
)
def
plot_wake_map
(
self
,
levels
=
100
,
cmap
=
None
,
plot_colorbar
=
True
,
plot_windturbines
=
True
,
ax
=
None
):
def
plot_wake_map
(
self
,
levels
=
100
,
cmap
=
None
,
plot_colorbar
=
True
,
plot_windturbines
=
True
,
normalize_with
=
1
,
ax
=
None
):
"""
Plot effective wind speed contourf map
Parameters
...
...
@@ -179,7 +182,7 @@ class FlowMap(FlowBox):
"""
return
self
.
plot
(
self
.
WS_eff
.
mean
([
'
wd
'
,
'
ws
'
]),
clabel
=
'
wind speed [m/s]
'
,
levels
=
levels
,
cmap
=
cmap
,
plot_colorbar
=
plot_colorbar
,
plot_windturbines
=
plot_windturbines
,
ax
=
ax
)
plot_windturbines
=
plot_windturbines
,
normalize_with
=
normalize_with
,
ax
=
ax
)
def
plot_ti_map
(
self
,
levels
=
100
,
cmap
=
None
,
plot_colorbar
=
True
,
plot_windturbines
=
True
,
ax
=
None
):
"""
Plot effective turbulence intensity contourf map
...
...
This diff is collapsed.
Click to expand it.
py_wake/wind_turbines.py
+
11
−
7
View file @
f496131d
...
...
@@ -195,7 +195,7 @@ class WindTurbines():
self
.
power_funcs
=
add_grad
(
self
.
power_splines
)
self
.
ct_funcs
=
add_grad
(
self
.
ct_splines
)
def
plot_xy
(
self
,
x
,
y
,
types
=
None
,
wd
=
None
,
yaw
=
0
,
ax
=
None
):
def
plot_xy
(
self
,
x
,
y
,
types
=
None
,
wd
=
None
,
yaw
=
0
,
normalize_with
=
1
,
ax
=
None
):
"""
Plot wind farm layout including type name and diameter
Parameters
...
...
@@ -225,7 +225,10 @@ class WindTurbines():
assert
len
(
x
)
==
len
(
y
)
types
=
(
np
.
zeros_like
(
x
)
+
types
).
astype
(
int
)
# ensure same length as x
yaw
=
np
.
zeros_like
(
x
)
+
yaw
for
i
,
(
x_
,
y_
,
d
,
t
,
yaw_
)
in
enumerate
(
zip
(
x
,
y
,
self
.
diameter
(
types
),
types
,
yaw
)):
x
,
y
,
D
=
[
np
.
asarray
(
v
)
/
normalize_with
for
v
in
[
x
,
y
,
self
.
diameter
(
types
)]]
for
i
,
(
x_
,
y_
,
d
,
t
,
yaw_
)
in
enumerate
(
zip
(
x
,
y
,
D
,
types
,
yaw
)):
if
wd
is
None
or
len
(
np
.
atleast_1d
(
wd
))
>
1
:
circle
=
Circle
((
x_
,
y_
),
d
/
2
,
ec
=
colors
[
t
],
fc
=
"
None
"
)
ax
.
add_artist
(
circle
)
...
...
@@ -244,7 +247,7 @@ class WindTurbines():
ax
.
legend
(
loc
=
1
)
ax
.
axis
(
'
equal
'
)
def
plot_yz
(
self
,
y
,
z
=
None
,
h
=
None
,
types
=
None
,
wd
=
270
,
yaw
=
0
,
ax
=
None
):
def
plot_yz
(
self
,
y
,
z
=
None
,
h
=
None
,
types
=
None
,
wd
=
270
,
yaw
=
0
,
normalize_with
=
1
,
ax
=
None
):
"""
Plot wind farm layout in yz-plane including type name and diameter
Parameters
...
...
@@ -280,8 +283,9 @@ class WindTurbines():
from
matplotlib.patches
import
Circle
yaw
=
np
.
zeros_like
(
y
)
+
yaw
y
,
z
,
h
,
D
=
[
v
/
normalize_with
for
v
in
[
y
,
z
,
h
,
self
.
diameter
(
types
)]]
for
i
,
(
y_
,
z_
,
h_
,
d
,
t
,
yaw_
)
in
enumerate
(
zip
(
y
,
z
,
h
,
self
.
diameter
(
types
)
,
types
,
yaw
)):
zip
(
y
,
z
,
h
,
D
,
types
,
yaw
)):
circle
=
Ellipse
((
y_
,
h_
+
z_
),
d
*
np
.
sin
(
np
.
deg2rad
(
wd
-
yaw_
)),
d
,
ec
=
colors
[
t
],
fc
=
"
None
"
)
ax
.
add_artist
(
circle
)
ax
.
plot
([
y_
,
y_
],
[
z_
,
z_
+
h_
],
'
k
'
)
...
...
@@ -290,13 +294,13 @@ class WindTurbines():
for
t
,
m
,
c
in
zip
(
np
.
unique
(
types
),
markers
,
colors
):
ax
.
plot
([],
[],
'
2
'
,
color
=
c
,
label
=
self
.
_names
[
int
(
t
)])
for
i
,
(
y_
,
z_
,
h_
,
d
)
in
enumerate
(
zip
(
y
,
z
,
h
,
self
.
diameter
(
types
)
)):
for
i
,
(
y_
,
z_
,
h_
,
d
)
in
enumerate
(
zip
(
y
,
z
,
h
,
D
)):
ax
.
annotate
(
i
,
(
y_
+
d
/
2
,
z_
+
h_
+
d
/
2
),
fontsize
=
7
)
ax
.
legend
(
loc
=
1
)
ax
.
axis
(
'
equal
'
)
def
plot
(
self
,
x
,
y
,
types
=
None
,
wd
=
None
,
yaw
=
0
,
ax
=
None
):
return
self
.
plot_xy
(
x
,
y
,
types
,
wd
,
yaw
,
ax
)
def
plot
(
self
,
x
,
y
,
types
=
None
,
wd
=
None
,
yaw
=
0
,
normalize_with
=
1
,
ax
=
None
):
return
self
.
plot_xy
(
x
,
y
,
types
,
wd
,
yaw
,
normalize_with
,
ax
)
@staticmethod
def
from_WindTurbines
(
wt_lst
):
...
...
This diff is collapsed.
Click to expand it.
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