def test_nmar_destroyer(self):
turbine = NREL().get_turbine(NREL.park_id['tehachapi'], 2004)
timeseries = turbine.get_measurements()[:1000]
damaged, indices = NMARDestroyer().destroy(timeseries, percentage=.50,\
min_length=10, max_length=50)
misses = MissingDataFinder().find(damaged, 600)
assert(len(misses) > 0)
def test_nmar_destroyer(self):
turbine = NREL().get_turbine(NREL.park_id['tehachapi'], 2004)
timeseries = turbine.get_measurements()[:1000]
damaged, indices = NMARDestroyer().destroy(timeseries, percentage=.50,\
min_length=10, max_length=50)
misses = MissingDataFinder().find(damaged, 600)
assert(len(misses) > 0)
def test_marthres_destroyer(self):
turbine = NREL().get_turbine(NREL.park_id['tehachapi'], 2004)
timeseries = turbine.get_measurements()[:1000]
damaged, indices = MARThresDestroyer().destroy(timeseries, percentage=.50,\
lower_bound = 0, upper_bound = 20)
misses = MissingDataFinder().find(damaged, 600)
assert(len(misses) > 0)
def test_marthres_destroyer(self):
turbine = NREL().get_turbine(NREL.park_id['tehachapi'], 2004)
timeseries = turbine.get_measurements()[:1000]
damaged, indices = MARThresDestroyer().destroy(timeseries, percentage=.50,\
lower_bound = 0, upper_bound = 20)
misses = MissingDataFinder().find(damaged, 600)
assert(len(misses) > 0)