import os
root_path = os.path.dirname(os.path.abspath('__file__'))
import sys
sys.path.append(root_path)
from PCA import one_step_pca
if __name__ == "__main__":
# for n_components in range(44,58):
one_step_pca(
root_path=root_path,
station='Zhangjiashan',
decomposer='dwt',
predict_pattern='forecast',
n_components=60, #60 input variables
)
import os
root_path = os.path.dirname(os.path.abspath('__file__'))
# root_path = os.path.abspath(os.path.join(root_path,os.path.pardir))
# root_path = os.path.abspath(os.path.join(root_path,os.path.pardir))
print("Root path:{}".format(root_path))
import sys
sys.path.append(root_path)
from PCA import one_step_pca
if __name__ == "__main__":
one_step_pca(
root_path=root_path,
station='Huaxian',
decomposer='eemd',
predict_pattern='forecast',
n_components=51, # 51 input variables
)
import os
root_path = os.path.dirname(os.path.abspath('__file__'))
import sys
sys.path.append(root_path)
from PCA import one_step_pca
if __name__ == "__main__":
one_step_pca(
root_path=root_path,
station='Xianyang',
decomposer='eemd',
predict_pattern='forecast',
n_components=47, # 47 input variables
)
import os
root_path = os.path.dirname(os.path.abspath('__file__'))
import sys
sys.path.append(root_path)
from PCA import one_step_pca
if __name__ == "__main__":
# for n_components in range(39,54):
one_step_pca(
root_path=root_path,
station='Xianyang',
decomposer='ssa',
predict_pattern='forecast',
n_components=54, #54 input variables
)
