How to use the floris.tools.wind_rose function in FLORIS

To help you get started, we’ve selected a few FLORIS examples, based on popular ways it is used in public projects.

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NREL / floris / examples / example_0011a_optimize_yaw_wind_rose_robust.py View on Github

)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title('Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$')

# ================================================================================
print('Importing wind rose data...')
# ================================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit HSDS API.
# Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

	wd_list = np.arange(0,360,5)
	ws_list = np.arange(0,26,1)

	df = wind_rose.import_from_wind_toolkit_hsds(wf_coordinate[0],
	                                                    wf_coordinate[1],
	                                                    ht = 100,
	                                                    wd = wd_list,
	                                                    ws = ws_list,
	                                                    limit_month = None,
	                                                    st_date = None,
	                                                    en_date = None)

else:

NREL / floris / examples / aep_calculation / compute_aep.py View on Github

hor_plane = fi.get_hor_plane(height=fi.floris.farm.turbines[0].hub_height)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title("Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$")

# ================================================================================
print("Importing wind rose data...")
# ================================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit
# HSDS API. Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

    wd_list = np.arange(0, 360, 5)
    ws_list = np.arange(0, 26, 1)

    df = wind_rose.import_from_wind_toolkit_hsds(
        wf_coordinate[0],
        wf_coordinate[1],
        ht=100,
        wd=wd_list,
        ws=ws_list,
        limit_month=None,
        st_date=None,
        en_date=None,
    )

NREL / floris / examples / optimization / scipy / controls_optimization / optimize_yaw_wind_rose_parallel.py View on Github

# Plot and show
    fig, ax = plt.subplots()
    wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
    ax.set_title("Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$")

    # ==========================================================================
    print("Importing wind rose data...")
    # ==========================================================================

    # Create wind rose object and import wind rose dataframe using WIND Toolkit
    # HSDS API. Alternatively, load existing .csv file with wind rose
    # information.
    calculate_new_wind_rose = False

    wind_rose = rose.WindRose()

    if calculate_new_wind_rose:

        wd_list = np.arange(0, 360, 5)
        ws_list = np.arange(0, 26, 1)

        df = wind_rose.import_from_wind_toolkit_hsds(
            wf_coordinate[0],
            wf_coordinate[1],
            ht=100,
            wd=wd_list,
            ws=ws_list,
            limit_month=None,
            st_date=None,
            en_date=None,
        )

NREL / floris / examples / example_0012_optimize_yaw_wind_rose_parallel.py View on Github

)

    # Plot and show
    fig, ax = plt.subplots()
    wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
    ax.set_title('Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$')

    # ================================================================================
    print('Importing wind rose data...')
    # ================================================================================

    # Create wind rose object and import wind rose dataframe using WIND Toolkit HSDS API.
    # Alternatively, load existing .csv file with wind rose information.
    calculate_new_wind_rose = True

    wind_rose = rose.WindRose()

    if calculate_new_wind_rose:

    	wd_list = np.arange(0,360,5)
    	ws_list = np.arange(0,26,1)

    	df = wind_rose.import_from_wind_toolkit_hsds(wf_coordinate[0],
    	                                                    wf_coordinate[1],
    	                                                    ht = 100,
    	                                                    wd = wd_list,
    	                                                    ws = ws_list,
    	                                                    limit_month = None,
    	                                                    st_date = None,
    	                                                    en_date = None)

    else:

NREL / floris / examples / aep_calculation / compute_aep_no_class.py View on Github

hor_plane = fi.get_hor_plane(height=fi.floris.farm.turbines[0].hub_height)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title("Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$")

# ================================================================================
print("Importing wind rose data...")
# ================================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit
# HSDS API. Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

    wd_list = np.arange(0, 360, 5)
    ws_list = np.arange(0, 26, 1)

    df = wind_rose.import_from_wind_toolkit_hsds(
        wf_coordinate[0],
        wf_coordinate[1],
        ht=100,
        wd=wd_list,
        ws=ws_list,
        limit_month=None,
        st_date=None,
        en_date=None,
    )

NREL / floris / examples / optimization / scipy / controls_optimization / optimize_yaw_wind_rose.py View on Github

hor_plane = fi.get_hor_plane(height=fi.floris.farm.turbines[0].hub_height)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title("Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$")

# ==============================================================================
print("Importing wind rose data...")
# ==============================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit
# HSDS API. Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

    wd_list = np.arange(0, 360, 5)
    ws_list = np.arange(0, 26, 1)

    df = wind_rose.import_from_wind_toolkit_hsds(
        wf_coordinate[0],
        wf_coordinate[1],
        ht=100,
        wd=wd_list,
        ws=ws_list,
        limit_month=None,
        st_date=None,
        en_date=None,
    )

NREL / floris / examples / example_0011_optimize_yaw_wind_rose.py View on Github

)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title('Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$')

# ================================================================================
print('Importing wind rose data...')
# ================================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit HSDS API.
# Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

	wd_list = np.arange(0,360,5)
	ws_list = np.arange(0,26,1)

	df = wind_rose.import_from_wind_toolkit_hsds(wf_coordinate[0],
	                                                    wf_coordinate[1],
	                                                    ht = 100,
	                                                    wd = wd_list,
	                                                    ws = ws_list,
	                                                    limit_month = None,
	                                                    st_date = None,
	                                                    en_date = None)

else:

NREL / floris / examples / optimization / scipy / controls_optimization / optimize_yaw_wind_rose_robust.py View on Github

hor_plane = fi.get_hor_plane(height=fi.floris.farm.turbines[0].hub_height)

# Plot and show
fig, ax = plt.subplots()
wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)
ax.set_title("Baseline flow for U = 8 m/s, Wind Direction = 270$^\circ$")

# ==============================================================================
print("Importing wind rose data...")
# ==============================================================================

# Create wind rose object and import wind rose dataframe using WIND Toolkit
# HSDS API.Alternatively, load existing file with wind rose information.
calculate_new_wind_rose = False

wind_rose = rose.WindRose()

if calculate_new_wind_rose:

    wd_list = np.arange(0, 360, 5)
    ws_list = np.arange(0, 26, 1)

    df = wind_rose.import_from_wind_toolkit_hsds(
        wf_coordinate[0],
        wf_coordinate[1],
        ht=100,
        wd=wd_list,
        ws=ws_list,
        limit_month=None,
        st_date=None,
        en_date=None,
    )

How to use the floris.tools.wind_rose function in FLORIS

To help you get started, we’ve selected a few FLORIS examples, based on popular ways it is used in public projects.

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