Suggest Onshore Wind Turbine¶

• RESKit can suggest a turbine design based off site conditions (average 100m wind speed)
• Suggestions are tailored to a far future context (~2050)
• Since the suggestion model computes a specific capacity, a desired rotor diameter must be specified

Workflow:

1. Import required packages
2. Get suggested wind turbine for one location
3. Get suggested wind turbines for multiple locations

In [1]:

import reskit as rk

import reskit as rk

In [2]:

# Get suggestion for one location
# Required argument: avg wind speed at 100m height: wind_speed
# Optional arguments: base_capacity, base_hub_height, base_rotor_diam
design = rk.wind.onshore_turbine_from_avg_wind_speed(
    wind_speed=6.70,
    base_capacity=3000,
    base_rotor_diam=136,  # Assume average 100m wind speed is 6.70 m/s
)


print("Suggested capacity is {:.0f} kW".format(design["capacity"]))
print("Suggested hub height is {:.0f} meters".format(design["hub_height"]))
print("Suggested rotor diameter is {:.0f} meters".format(design["rotor_diam"]))
print("Suggested specific capacity is {:.0f} W/m2".format(design["specific_power"]))

# Get suggestion for one location # Required argument: avg wind speed at 100m height: wind_speed # Optional arguments: base_capacity, base_hub_height, base_rotor_diam design = rk.wind.onshore_turbine_from_avg_wind_speed( wind_speed=6.70, base_capacity=3000, base_rotor_diam=136, # Assume average 100m wind speed is 6.70 m/s ) print("Suggested capacity is {:.0f} kW".format(design["capacity"])) print("Suggested hub height is {:.0f} meters".format(design["hub_height"])) print("Suggested rotor diameter is {:.0f} meters".format(design["rotor_diam"])) print("Suggested specific capacity is {:.0f} W/m2".format(design["specific_power"]))

Baseline plant parameters have been loaded for year 2050 from: /home/docs/checkouts/readthedocs.org/user_builds/ethos-reskit/checkouts/align-docs-branding/reskit/wind/core/data/baseline_turbine_onshore_RybergEtAl2019.csv

Parameter 'constant_rotor_diam' taken from Params as: True

Parameter 'base_hub_height' taken from Params as: 120

Parameter 'reference_wind_speed' taken from Params as: 6.7

Parameter 'reference_wind_speed_hubheight' taken from Params as: nan

Parameter 'reference_wind_speed_specpow' taken from Params as: nan

Parameter 'min_tip_height' taken from Params as: 20

Parameter 'min_specific_power' taken from Params as: 180

Parameter 'max_hub_height' taken from Params as: inf

Suggested capacity is 3000 kW
Suggested hub height is 120 meters
Suggested rotor diameter is 136 meters
Suggested specific capacity is 207 W/m2

DeprecationWarning: /tmp/ipykernel_4298/3177807538.py:4
onshore_turbine_from_avg_wind_speed() will be retired soon, please use turbine_design_from_avg_wind_speed() instead.

In [3]:

# Get suggestion for many locations
designs = rk.wind.onshore_turbine_from_avg_wind_speed(
    wind_speed=[
        6.70,
        4.34,
        5.66,
        4.65,
        5.04,
        4.62,
        4.64,
        5.11,
        6.23,
        5.25,
    ],
    base_rotor_diam=136,
)

designs.round()

# Get suggestion for many locations designs = rk.wind.onshore_turbine_from_avg_wind_speed( wind_speed=[ 6.70, 4.34, 5.66, 4.65, 5.04, 4.62, 4.64, 5.11, 6.23, 5.25, ], base_rotor_diam=136, ) designs.round()

Baseline plant parameters have been loaded for year 2050 from: /home/docs/checkouts/readthedocs.org/user_builds/ethos-reskit/checkouts/align-docs-branding/reskit/wind/core/data/baseline_turbine_onshore_RybergEtAl2019.csv

Parameter 'constant_rotor_diam' taken from Params as: True

Parameter 'base_capacity' taken from Params as: 4200

Parameter 'base_hub_height' taken from Params as: 120

Parameter 'reference_wind_speed' taken from Params as: 6.7

Parameter 'reference_wind_speed_hubheight' taken from Params as: nan

Parameter 'reference_wind_speed_specpow' taken from Params as: nan

Parameter 'min_tip_height' taken from Params as: 20

Parameter 'min_specific_power' taken from Params as: 180

Parameter 'max_hub_height' taken from Params as: inf

DeprecationWarning: /tmp/ipykernel_4298/4165444901.py:2
onshore_turbine_from_avg_wind_speed() will be retired soon, please use turbine_design_from_avg_wind_speed() instead.

Out[3]:

	capacity	hub_height	rotor_diam	specific_power
0	4200.0	120.0	136	289.0
1	3325.0	174.0	136	229.0
2	3836.0	138.0	136	264.0
3	3451.0	164.0	136	238.0
4	3604.0	153.0	136	248.0
5	3439.0	165.0	136	237.0
6	3447.0	164.0	136	237.0
7	3631.0	151.0	136	250.0
8	4039.0	128.0	136	278.0
9	3684.0	148.0	136	254.0