diff --git a/docs/source/examples/fitting_example.ipynb b/docs/source/examples/fitting_example.ipynb index 1eea860e..03ec4e1f 100644 --- a/docs/source/examples/fitting_example.ipynb +++ b/docs/source/examples/fitting_example.ipynb @@ -40,8 +40,8 @@ "metadata": {}, "outputs": [], "source": [ - "randles = Randles(initial_guess=[.01, .005, .1, .001, 200])\n", - "randlesCPE = Randles(initial_guess=[.01, .005, .1, .9, .001, 200], CPE=True)" + "randles = Randles(initial_guess=[.01, .005, .001, 200, .1])\n", + "randlesCPE = Randles(initial_guess=[.01, .005, .001, 200, .1, .9], CPE=True)" ] }, { @@ -218,7 +218,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -267,7 +267,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] @@ -322,6 +322,13 @@ "\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -340,7 +347,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.7" } }, "nbformat": 4, diff --git a/impedance/models/circuits/circuits.py b/impedance/models/circuits/circuits.py index 196fdc5b..e7e99f9d 100644 --- a/impedance/models/circuits/circuits.py +++ b/impedance/models/circuits/circuits.py @@ -408,10 +408,10 @@ def __init__(self, CPE=False, **kwargs): if CPE: self.name = 'Randles w/ CPE' - self.circuit = 'R0-p(R1,CPE1)-Wo1' + self.circuit = 'R0-p(R1-Wo1,CPE1)' else: self.name = 'Randles' - self.circuit = 'R0-p(R1,C1)-Wo1' + self.circuit = 'R0-p(R1-Wo1,C1)' circuit_len = calculateCircuitLength(self.circuit) diff --git a/impedance/tests/test_circuits.py b/impedance/tests/test_circuits.py index a5116c0f..9628a9e6 100644 --- a/impedance/tests/test_circuits.py +++ b/impedance/tests/test_circuits.py @@ -80,8 +80,8 @@ def test_BaseCircuit(): def test_Randles(): - randles = Randles(initial_guess=[.01, .005, .1, .01, 200]) - randlesCPE = Randles(initial_guess=[.01, .05, .1, 0.9, .01, 200], CPE=True) + randles = Randles(initial_guess=[.01, .005, .01, 200, .1]) + randlesCPE = Randles(initial_guess=[.01, .05, .01, 200, .1, 0.9], CPE=True) with pytest.raises(ValueError): randlesCPE = Randles([.01, 200]) # incorrect initial guess length randles.fit(f[np.imag(Z) < 0], Z[np.imag(Z) < 0]) @@ -89,13 +89,13 @@ def test_Randles(): # compare with known fit parameters np.testing.assert_almost_equal(randles.parameters_, - np.array([1.86146620e-02, 1.15477171e-02, - 1.33331949e+00, 6.31473571e-02, - 2.22407275e+02]), decimal=2) + np.array([1.86235717e-02, 1.16804085e-02, + 6.27121224e-02, 2.21232935e+02, + 1.17171440e+00]), decimal=2) # compare with known impedance predictions assert np.isclose(randles.predict(np.array([10.0])), - np.complex(0.02495749, -0.00614842)) + np.complex(0.0251618, -0.00601304)) # check altair plotting with a fit circuit chart = randles.plot(f_data=f, Z_data=Z) @@ -118,8 +118,8 @@ def test_Randles(): randles.plot(Z_data=Z, kind='nyquist') # check equality comparisons work - randles1 = Randles(initial_guess=[.01, .005, .1, .0001, 200]) - randles2 = Randles(initial_guess=[.01, .005, .1, .0001, 200]) + randles1 = Randles(initial_guess=[.01, .005, .0001, 200, .1]) + randles2 = Randles(initial_guess=[.01, .005, .0001, 200, .1]) assert randles1 == randles2 randles1.fit(f[np.imag(Z) < 0], Z[np.imag(Z) < 0])