我正在使用 scipy 中的 newton() 函数来求解适用于单个值的特定非线性方程
def iv(p):
I=p
diode=Il-(Io*(np.exp((v+(I*RS))/a)-1))-((v+(I*RS))/Rsh)-I
return diode
I=[opt.newton(iv,2)for v in np.arange(0,44.5,0.1)]
我正在尝试对 (I,Io,RS,a,Rsh) 的 8760 个值执行相同的操作,这些值是单独的数据帧
def elec():
I=DataFrame(zeros(3898200).reshape((8760,445)),index=pd.date_range('1/1/2001 00:00','12/31/2001 23:59',freq='1h'),dtype=float)
for i in np.arange(0,8761,1):
def power(u):
I=u
diode=DataFrame(zeros(3898200).reshape((8760,445)),index=pd.date_range('1/1/2001 00:00','12/31/2001 23:59',freq='1h'),dtype=float)
diode[i]=IL[i]-(Io[i]*(np.exp((v+(I*RS[i]))/a[i]-1)))-((v+(I*RS[i]))/Rsh[i])-I
return diode
I[i]=[opt.newton(power,2)for v in np.arange(0,44.5,0.1)]
return I
I=elec()
我收到索引错误的错误:索引超出范围
我应该得到 8760*445 的 I 值
Traceback (most recent call last):
File "<ipython-input-176-18d774ef131a>", line 5, in <module>
elec()
File "<ipython-input-174-996ccd566a20>", line 18, in elec
I[i]=[opt.newton(power,2)for v in np.arange(0,44.5,0.1)]
File "C:\Python27\lib\site-packages\scipy\optimize\zeros.py", line 143, in newton
q0 = func(*((p0,) + args))
File "<ipython-input-174-996ccd566a20>", line 14, in power
diode_east[i]=IL_east[0][i]-(Io_east[0][i]*(np.exp((v+(I*RS_ref[i]))/a_east[0][i]-1)))- ((v+(I*RS_ref[i]))/Rsh_east[0][i])-I
File "C:\Python27\lib\site-packages\pandas\core\series.py", line 613, in __getitem__
return self.index.get_value(self, key)
File "C:\Python27\lib\site-packages\pandas\tseries\index.py", line 1132, in get_value
return Index.get_value(self, series, key)
File "C:\Python27\lib\site-packages\pandas\core\index.py", line 769, in get_value
return tslib.get_value_box(series, key)
File "tslib.pyx", line 364, in pandas.tslib.get_value_box (pandas\tslib.c:8228)
File "tslib.pyx", line 379, in pandas.tslib.get_value_box (pandas\tslib.c:8075)
IndexError: index out of bounds
<type 'exceptions.IndexError'>