diff --git a/examples/adcp_disharge_example.ipynb b/examples/adcp_discharge_example.ipynb
similarity index 99%
rename from examples/adcp_disharge_example.ipynb
rename to examples/adcp_discharge_example.ipynb
index 62ee2f3f..f8d1e96c 100644
--- a/examples/adcp_disharge_example.ipynb
+++ b/examples/adcp_discharge_example.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# ADCP Disharge Example\n",
+    "# ADCP Discharge Example\n",
     "\n",
     "This example notebook overviews how to calculate discharge from an ADCP transect. The example data used in this notebook was taken by a Teledyne RDI RiverPro ADCP, an instrument purpose-built for calculating discharge from a survey transect, but the following workflow can be used with any ADCP's data, given that there is GPS information and/or bottom track measurements stored in the ADCP file.\n",
     "\n",
diff --git a/examples/wecsim_power_performance_example.ipynb b/examples/wecsim_power_performance_example.ipynb
index 74679a21..f26ed086 100644
--- a/examples/wecsim_power_performance_example.ipynb
+++ b/examples/wecsim_power_performance_example.ipynb
@@ -25,19 +25,7 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'mhkit'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[1], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmhkit\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m wave\n\u001b[0;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01msio\u001b[39;00m\n\u001b[0;32m      3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'mhkit'"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "from mhkit import wave\n",
     "import scipy.io as sio\n",
@@ -64,15 +52,333 @@
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'pd' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[2], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m results \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241m.\u001b[39mread_csv(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata/wave/pacwave_cluster_32.csv\u001b[39m\u001b[38;5;124m\"\u001b[39m, index_col\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m      2\u001b[0m results\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'pd' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Te</th>\n",
+       "      <th>Hm0</th>\n",
+       "      <th>weights</th>\n",
+       "      <th>Tp</th>\n",
+       "      <th>J</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7.974491</td>\n",
+       "      <td>1.253970</td>\n",
+       "      <td>0.058861</td>\n",
+       "      <td>9.294279</td>\n",
+       "      <td>6031.115427</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>10.794533</td>\n",
+       "      <td>2.641403</td>\n",
+       "      <td>0.035216</td>\n",
+       "      <td>12.581041</td>\n",
+       "      <td>37004.325098</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>6.901979</td>\n",
+       "      <td>1.953122</td>\n",
+       "      <td>0.052001</td>\n",
+       "      <td>8.044264</td>\n",
+       "      <td>12516.214519</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>12.667628</td>\n",
+       "      <td>7.310116</td>\n",
+       "      <td>0.005070</td>\n",
+       "      <td>14.764135</td>\n",
+       "      <td>367451.945581</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>12.893701</td>\n",
+       "      <td>2.262294</td>\n",
+       "      <td>0.016046</td>\n",
+       "      <td>15.027624</td>\n",
+       "      <td>36455.136139</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>10.557621</td>\n",
+       "      <td>4.754297</td>\n",
+       "      <td>0.017311</td>\n",
+       "      <td>12.304920</td>\n",
+       "      <td>116784.361789</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>8.766664</td>\n",
+       "      <td>2.739380</td>\n",
+       "      <td>0.043646</td>\n",
+       "      <td>10.217557</td>\n",
+       "      <td>31825.667989</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>6.537403</td>\n",
+       "      <td>1.305578</td>\n",
+       "      <td>0.050746</td>\n",
+       "      <td>7.619350</td>\n",
+       "      <td>5272.441394</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9.666291</td>\n",
+       "      <td>1.340694</td>\n",
+       "      <td>0.037070</td>\n",
+       "      <td>11.266073</td>\n",
+       "      <td>8443.649821</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>12.787307</td>\n",
+       "      <td>3.920397</td>\n",
+       "      <td>0.016464</td>\n",
+       "      <td>14.903621</td>\n",
+       "      <td>107680.986511</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11.605879</td>\n",
+       "      <td>1.821016</td>\n",
+       "      <td>0.022323</td>\n",
+       "      <td>13.526666</td>\n",
+       "      <td>19446.169168</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>7.584082</td>\n",
+       "      <td>1.878735</td>\n",
+       "      <td>0.054624</td>\n",
+       "      <td>8.839256</td>\n",
+       "      <td>12827.143861</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>10.175411</td>\n",
+       "      <td>6.133932</td>\n",
+       "      <td>0.008836</td>\n",
+       "      <td>11.859453</td>\n",
+       "      <td>188189.689187</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>9.319357</td>\n",
+       "      <td>4.587432</td>\n",
+       "      <td>0.018817</td>\n",
+       "      <td>10.861722</td>\n",
+       "      <td>95155.068368</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>7.228996</td>\n",
+       "      <td>1.256691</td>\n",
+       "      <td>0.057692</td>\n",
+       "      <td>8.425403</td>\n",
+       "      <td>5449.034309</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>5.646967</td>\n",
+       "      <td>1.339107</td>\n",
+       "      <td>0.032118</td>\n",
+       "      <td>6.581547</td>\n",
+       "      <td>4750.825175</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>7.615980</td>\n",
+       "      <td>2.634620</td>\n",
+       "      <td>0.036497</td>\n",
+       "      <td>8.876433</td>\n",
+       "      <td>25339.645267</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>9.460406</td>\n",
+       "      <td>3.381147</td>\n",
+       "      <td>0.033824</td>\n",
+       "      <td>11.026114</td>\n",
+       "      <td>52508.670941</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>16.000441</td>\n",
+       "      <td>3.044223</td>\n",
+       "      <td>0.004295</td>\n",
+       "      <td>18.648532</td>\n",
+       "      <td>87446.895732</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>10.550343</td>\n",
+       "      <td>1.563634</td>\n",
+       "      <td>0.030265</td>\n",
+       "      <td>12.296437</td>\n",
+       "      <td>12622.321616</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>11.817436</td>\n",
+       "      <td>2.982923</td>\n",
+       "      <td>0.021717</td>\n",
+       "      <td>13.773236</td>\n",
+       "      <td>53748.089829</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>12.101122</td>\n",
+       "      <td>5.305727</td>\n",
+       "      <td>0.014540</td>\n",
+       "      <td>14.103872</td>\n",
+       "      <td>177305.220432</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>10.400035</td>\n",
+       "      <td>3.588297</td>\n",
+       "      <td>0.032312</td>\n",
+       "      <td>12.121253</td>\n",
+       "      <td>65405.272028</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>9.132540</td>\n",
+       "      <td>2.011568</td>\n",
+       "      <td>0.048130</td>\n",
+       "      <td>10.643986</td>\n",
+       "      <td>17913.129344</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>9.880296</td>\n",
+       "      <td>2.462908</td>\n",
+       "      <td>0.050634</td>\n",
+       "      <td>11.515496</td>\n",
+       "      <td>29157.316025</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>8.321803</td>\n",
+       "      <td>2.003080</td>\n",
+       "      <td>0.054171</td>\n",
+       "      <td>9.699071</td>\n",
+       "      <td>16104.920042</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>6.131352</td>\n",
+       "      <td>1.794449</td>\n",
+       "      <td>0.035429</td>\n",
+       "      <td>7.146098</td>\n",
+       "      <td>9295.960216</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>11.430727</td>\n",
+       "      <td>3.979891</td>\n",
+       "      <td>0.025331</td>\n",
+       "      <td>13.322525</td>\n",
+       "      <td>90734.821382</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>14.263809</td>\n",
+       "      <td>2.781733</td>\n",
+       "      <td>0.009359</td>\n",
+       "      <td>16.624486</td>\n",
+       "      <td>66183.179571</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>13.744161</td>\n",
+       "      <td>5.465225</td>\n",
+       "      <td>0.007518</td>\n",
+       "      <td>16.018835</td>\n",
+       "      <td>240475.837506</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>8.735251</td>\n",
+       "      <td>1.270630</td>\n",
+       "      <td>0.047066</td>\n",
+       "      <td>10.180945</td>\n",
+       "      <td>6821.344537</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8.301748</td>\n",
+       "      <td>3.676767</td>\n",
+       "      <td>0.022070</td>\n",
+       "      <td>9.675697</td>\n",
+       "      <td>54122.886646</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           Te       Hm0   weights         Tp              J\n",
+       "0    7.974491  1.253970  0.058861   9.294279    6031.115427\n",
+       "1   10.794533  2.641403  0.035216  12.581041   37004.325098\n",
+       "2    6.901979  1.953122  0.052001   8.044264   12516.214519\n",
+       "3   12.667628  7.310116  0.005070  14.764135  367451.945581\n",
+       "4   12.893701  2.262294  0.016046  15.027624   36455.136139\n",
+       "5   10.557621  4.754297  0.017311  12.304920  116784.361789\n",
+       "6    8.766664  2.739380  0.043646  10.217557   31825.667989\n",
+       "7    6.537403  1.305578  0.050746   7.619350    5272.441394\n",
+       "8    9.666291  1.340694  0.037070  11.266073    8443.649821\n",
+       "9   12.787307  3.920397  0.016464  14.903621  107680.986511\n",
+       "10  11.605879  1.821016  0.022323  13.526666   19446.169168\n",
+       "11   7.584082  1.878735  0.054624   8.839256   12827.143861\n",
+       "12  10.175411  6.133932  0.008836  11.859453  188189.689187\n",
+       "13   9.319357  4.587432  0.018817  10.861722   95155.068368\n",
+       "14   7.228996  1.256691  0.057692   8.425403    5449.034309\n",
+       "15   5.646967  1.339107  0.032118   6.581547    4750.825175\n",
+       "16   7.615980  2.634620  0.036497   8.876433   25339.645267\n",
+       "17   9.460406  3.381147  0.033824  11.026114   52508.670941\n",
+       "18  16.000441  3.044223  0.004295  18.648532   87446.895732\n",
+       "19  10.550343  1.563634  0.030265  12.296437   12622.321616\n",
+       "20  11.817436  2.982923  0.021717  13.773236   53748.089829\n",
+       "21  12.101122  5.305727  0.014540  14.103872  177305.220432\n",
+       "22  10.400035  3.588297  0.032312  12.121253   65405.272028\n",
+       "23   9.132540  2.011568  0.048130  10.643986   17913.129344\n",
+       "24   9.880296  2.462908  0.050634  11.515496   29157.316025\n",
+       "25   8.321803  2.003080  0.054171   9.699071   16104.920042\n",
+       "26   6.131352  1.794449  0.035429   7.146098    9295.960216\n",
+       "27  11.430727  3.979891  0.025331  13.322525   90734.821382\n",
+       "28  14.263809  2.781733  0.009359  16.624486   66183.179571\n",
+       "29  13.744161  5.465225  0.007518  16.018835  240475.837506\n",
+       "30   8.735251  1.270630  0.047066  10.180945    6821.344537\n",
+       "31   8.301748  3.676767  0.022070   9.675697   54122.886646"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -95,19 +401,7 @@
    "metadata": {
     "scrolled": true
    },
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'results' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[3], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m ws_mcr_cases \u001b[38;5;241m=\u001b[39m \u001b[43mresults\u001b[49m[[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mHm0\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTp\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n\u001b[0;32m      2\u001b[0m ws_mcr_header \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray([\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwaves.height\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwaves.period\u001b[39m\u001b[38;5;124m\"\u001b[39m], dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mobject\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m      3\u001b[0m ws_mcr_out \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmcr\u001b[39m\u001b[38;5;124m'\u001b[39m: {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mheader\u001b[39m\u001b[38;5;124m'\u001b[39m: ws_mcr_header, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcases\u001b[39m\u001b[38;5;124m'\u001b[39m: ws_mcr_cases}}\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'results' is not defined"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "ws_mcr_cases = results[[\"Hm0\",\"Tp\"]]\n",
     "ws_mcr_header = np.array([\"waves.height\",\"waves.period\"], dtype='object')\n",
@@ -167,15 +461,366 @@
    },
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'sio' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[4], line 5\u001b[0m\n\u001b[0;32m      2\u001b[0m filename \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m./data/wave/mcr_mhkit_power.mat\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      4\u001b[0m \u001b[38;5;66;03m# Load data using the `wecsim.read_output` function which returns a dictionary of Datasets.\u001b[39;00m\n\u001b[1;32m----> 5\u001b[0m wecsim_data \u001b[38;5;241m=\u001b[39m \u001b[43msio\u001b[49m\u001b[38;5;241m.\u001b[39mloadmat(filename)\n\u001b[0;32m      6\u001b[0m results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mP\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m wecsim_data[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpower\u001b[39m\u001b[38;5;124m'\u001b[39m][\u001b[38;5;241m0\u001b[39m]\n\u001b[0;32m      7\u001b[0m results\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'sio' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Te</th>\n",
+       "      <th>Hm0</th>\n",
+       "      <th>weights</th>\n",
+       "      <th>Tp</th>\n",
+       "      <th>J</th>\n",
+       "      <th>P</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7.974491</td>\n",
+       "      <td>1.253970</td>\n",
+       "      <td>0.058861</td>\n",
+       "      <td>9.294279</td>\n",
+       "      <td>6031.115427</td>\n",
+       "      <td>6.861312e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>10.794533</td>\n",
+       "      <td>2.641403</td>\n",
+       "      <td>0.035216</td>\n",
+       "      <td>12.581041</td>\n",
+       "      <td>37004.325098</td>\n",
+       "      <td>3.873519e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>6.901979</td>\n",
+       "      <td>1.953122</td>\n",
+       "      <td>0.052001</td>\n",
+       "      <td>8.044264</td>\n",
+       "      <td>12516.214519</td>\n",
+       "      <td>1.923400e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>12.667628</td>\n",
+       "      <td>7.310116</td>\n",
+       "      <td>0.005070</td>\n",
+       "      <td>14.764135</td>\n",
+       "      <td>367451.945581</td>\n",
+       "      <td>1.951187e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>12.893701</td>\n",
+       "      <td>2.262294</td>\n",
+       "      <td>0.016046</td>\n",
+       "      <td>15.027624</td>\n",
+       "      <td>36455.136139</td>\n",
+       "      <td>3.115873e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>10.557621</td>\n",
+       "      <td>4.754297</td>\n",
+       "      <td>0.017311</td>\n",
+       "      <td>12.304920</td>\n",
+       "      <td>116784.361789</td>\n",
+       "      <td>8.410281e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>8.766664</td>\n",
+       "      <td>2.739380</td>\n",
+       "      <td>0.043646</td>\n",
+       "      <td>10.217557</td>\n",
+       "      <td>31825.667989</td>\n",
+       "      <td>3.398579e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>6.537403</td>\n",
+       "      <td>1.305578</td>\n",
+       "      <td>0.050746</td>\n",
+       "      <td>7.619350</td>\n",
+       "      <td>5272.441394</td>\n",
+       "      <td>8.332614e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9.666291</td>\n",
+       "      <td>1.340694</td>\n",
+       "      <td>0.037070</td>\n",
+       "      <td>11.266073</td>\n",
+       "      <td>8443.649821</td>\n",
+       "      <td>6.951609e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>12.787307</td>\n",
+       "      <td>3.920397</td>\n",
+       "      <td>0.016464</td>\n",
+       "      <td>14.903621</td>\n",
+       "      <td>107680.986511</td>\n",
+       "      <td>5.068824e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11.605879</td>\n",
+       "      <td>1.821016</td>\n",
+       "      <td>0.022323</td>\n",
+       "      <td>13.526666</td>\n",
+       "      <td>19446.169168</td>\n",
+       "      <td>1.601980e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>7.584082</td>\n",
+       "      <td>1.878735</td>\n",
+       "      <td>0.054624</td>\n",
+       "      <td>8.839256</td>\n",
+       "      <td>12827.143861</td>\n",
+       "      <td>2.112478e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>10.175411</td>\n",
+       "      <td>6.133932</td>\n",
+       "      <td>0.008836</td>\n",
+       "      <td>11.859453</td>\n",
+       "      <td>188189.689187</td>\n",
+       "      <td>2.402013e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>9.319357</td>\n",
+       "      <td>4.587432</td>\n",
+       "      <td>0.018817</td>\n",
+       "      <td>10.861722</td>\n",
+       "      <td>95155.068368</td>\n",
+       "      <td>1.067714e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>7.228996</td>\n",
+       "      <td>1.256691</td>\n",
+       "      <td>0.057692</td>\n",
+       "      <td>8.425403</td>\n",
+       "      <td>5449.034309</td>\n",
+       "      <td>6.414256e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>5.646967</td>\n",
+       "      <td>1.339107</td>\n",
+       "      <td>0.032118</td>\n",
+       "      <td>6.581547</td>\n",
+       "      <td>4750.825175</td>\n",
+       "      <td>7.328911e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>7.615980</td>\n",
+       "      <td>2.634620</td>\n",
+       "      <td>0.036497</td>\n",
+       "      <td>8.876433</td>\n",
+       "      <td>25339.645267</td>\n",
+       "      <td>3.671972e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>9.460406</td>\n",
+       "      <td>3.381147</td>\n",
+       "      <td>0.033824</td>\n",
+       "      <td>11.026114</td>\n",
+       "      <td>52508.670941</td>\n",
+       "      <td>4.020208e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>16.000441</td>\n",
+       "      <td>3.044223</td>\n",
+       "      <td>0.004295</td>\n",
+       "      <td>18.648532</td>\n",
+       "      <td>87446.895732</td>\n",
+       "      <td>2.414505e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>10.550343</td>\n",
+       "      <td>1.563634</td>\n",
+       "      <td>0.030265</td>\n",
+       "      <td>12.296437</td>\n",
+       "      <td>12622.321616</td>\n",
+       "      <td>1.335059e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>11.817436</td>\n",
+       "      <td>2.982923</td>\n",
+       "      <td>0.021717</td>\n",
+       "      <td>13.773236</td>\n",
+       "      <td>53748.089829</td>\n",
+       "      <td>3.552203e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>12.101122</td>\n",
+       "      <td>5.305727</td>\n",
+       "      <td>0.014540</td>\n",
+       "      <td>14.103872</td>\n",
+       "      <td>177305.220432</td>\n",
+       "      <td>1.343228e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>10.400035</td>\n",
+       "      <td>3.588297</td>\n",
+       "      <td>0.032312</td>\n",
+       "      <td>12.121253</td>\n",
+       "      <td>65405.272028</td>\n",
+       "      <td>7.368317e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>9.132540</td>\n",
+       "      <td>2.011568</td>\n",
+       "      <td>0.048130</td>\n",
+       "      <td>10.643986</td>\n",
+       "      <td>17913.129344</td>\n",
+       "      <td>1.998769e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>9.880296</td>\n",
+       "      <td>2.462908</td>\n",
+       "      <td>0.050634</td>\n",
+       "      <td>11.515496</td>\n",
+       "      <td>29157.316025</td>\n",
+       "      <td>2.715734e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>8.321803</td>\n",
+       "      <td>2.003080</td>\n",
+       "      <td>0.054171</td>\n",
+       "      <td>9.699071</td>\n",
+       "      <td>16104.920042</td>\n",
+       "      <td>2.319710e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>6.131352</td>\n",
+       "      <td>1.794449</td>\n",
+       "      <td>0.035429</td>\n",
+       "      <td>7.146098</td>\n",
+       "      <td>9295.960216</td>\n",
+       "      <td>1.478045e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>11.430727</td>\n",
+       "      <td>3.979891</td>\n",
+       "      <td>0.025331</td>\n",
+       "      <td>13.322525</td>\n",
+       "      <td>90734.821382</td>\n",
+       "      <td>9.391133e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>14.263809</td>\n",
+       "      <td>2.781733</td>\n",
+       "      <td>0.009359</td>\n",
+       "      <td>16.624486</td>\n",
+       "      <td>66183.179571</td>\n",
+       "      <td>2.000335e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>13.744161</td>\n",
+       "      <td>5.465225</td>\n",
+       "      <td>0.007518</td>\n",
+       "      <td>16.018835</td>\n",
+       "      <td>240475.837506</td>\n",
+       "      <td>8.686179e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>8.735251</td>\n",
+       "      <td>1.270630</td>\n",
+       "      <td>0.047066</td>\n",
+       "      <td>10.180945</td>\n",
+       "      <td>6821.344537</td>\n",
+       "      <td>8.550423e+04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8.301748</td>\n",
+       "      <td>3.676767</td>\n",
+       "      <td>0.022070</td>\n",
+       "      <td>9.675697</td>\n",
+       "      <td>54122.886646</td>\n",
+       "      <td>7.578856e+05</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           Te       Hm0   weights         Tp              J             P\n",
+       "0    7.974491  1.253970  0.058861   9.294279    6031.115427  6.861312e+04\n",
+       "1   10.794533  2.641403  0.035216  12.581041   37004.325098  3.873519e+05\n",
+       "2    6.901979  1.953122  0.052001   8.044264   12516.214519  1.923400e+05\n",
+       "3   12.667628  7.310116  0.005070  14.764135  367451.945581  1.951187e+06\n",
+       "4   12.893701  2.262294  0.016046  15.027624   36455.136139  3.115873e+05\n",
+       "5   10.557621  4.754297  0.017311  12.304920  116784.361789  8.410281e+05\n",
+       "6    8.766664  2.739380  0.043646  10.217557   31825.667989  3.398579e+05\n",
+       "7    6.537403  1.305578  0.050746   7.619350    5272.441394  8.332614e+04\n",
+       "8    9.666291  1.340694  0.037070  11.266073    8443.649821  6.951609e+04\n",
+       "9   12.787307  3.920397  0.016464  14.903621  107680.986511  5.068824e+05\n",
+       "10  11.605879  1.821016  0.022323  13.526666   19446.169168  1.601980e+05\n",
+       "11   7.584082  1.878735  0.054624   8.839256   12827.143861  2.112478e+05\n",
+       "12  10.175411  6.133932  0.008836  11.859453  188189.689187  2.402013e+06\n",
+       "13   9.319357  4.587432  0.018817  10.861722   95155.068368  1.067714e+06\n",
+       "14   7.228996  1.256691  0.057692   8.425403    5449.034309  6.414256e+04\n",
+       "15   5.646967  1.339107  0.032118   6.581547    4750.825175  7.328911e+04\n",
+       "16   7.615980  2.634620  0.036497   8.876433   25339.645267  3.671972e+05\n",
+       "17   9.460406  3.381147  0.033824  11.026114   52508.670941  4.020208e+05\n",
+       "18  16.000441  3.044223  0.004295  18.648532   87446.895732  2.414505e+05\n",
+       "19  10.550343  1.563634  0.030265  12.296437   12622.321616  1.335059e+05\n",
+       "20  11.817436  2.982923  0.021717  13.773236   53748.089829  3.552203e+05\n",
+       "21  12.101122  5.305727  0.014540  14.103872  177305.220432  1.343228e+06\n",
+       "22  10.400035  3.588297  0.032312  12.121253   65405.272028  7.368317e+05\n",
+       "23   9.132540  2.011568  0.048130  10.643986   17913.129344  1.998769e+05\n",
+       "24   9.880296  2.462908  0.050634  11.515496   29157.316025  2.715734e+05\n",
+       "25   8.321803  2.003080  0.054171   9.699071   16104.920042  2.319710e+05\n",
+       "26   6.131352  1.794449  0.035429   7.146098    9295.960216  1.478045e+05\n",
+       "27  11.430727  3.979891  0.025331  13.322525   90734.821382  9.391133e+05\n",
+       "28  14.263809  2.781733  0.009359  16.624486   66183.179571  2.000335e+05\n",
+       "29  13.744161  5.465225  0.007518  16.018835  240475.837506  8.686179e+05\n",
+       "30   8.735251  1.270630  0.047066  10.180945    6821.344537  8.550423e+04\n",
+       "31   8.301748  3.676767  0.022070   9.675697   54122.886646  7.578856e+05"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -202,15 +847,466 @@
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'wave' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[5], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCW\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mwave\u001b[49m\u001b[38;5;241m.\u001b[39mperformance\u001b[38;5;241m.\u001b[39mcapture_width(results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mP\u001b[39m\u001b[38;5;124m'\u001b[39m], results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mJ\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m      2\u001b[0m oswec_width \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m18\u001b[39m\n\u001b[0;32m      3\u001b[0m results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCWR\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCW\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m/\u001b[39m oswec_width\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'wave' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Te</th>\n",
+       "      <th>Hm0</th>\n",
+       "      <th>weights</th>\n",
+       "      <th>Tp</th>\n",
+       "      <th>J</th>\n",
+       "      <th>P</th>\n",
+       "      <th>CW</th>\n",
+       "      <th>CWR</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>7.974491</td>\n",
+       "      <td>1.253970</td>\n",
+       "      <td>0.058861</td>\n",
+       "      <td>9.294279</td>\n",
+       "      <td>6031.115427</td>\n",
+       "      <td>6.861312e+04</td>\n",
+       "      <td>11.376523</td>\n",
+       "      <td>0.632029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>10.794533</td>\n",
+       "      <td>2.641403</td>\n",
+       "      <td>0.035216</td>\n",
+       "      <td>12.581041</td>\n",
+       "      <td>37004.325098</td>\n",
+       "      <td>3.873519e+05</td>\n",
+       "      <td>10.467747</td>\n",
+       "      <td>0.581542</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>6.901979</td>\n",
+       "      <td>1.953122</td>\n",
+       "      <td>0.052001</td>\n",
+       "      <td>8.044264</td>\n",
+       "      <td>12516.214519</td>\n",
+       "      <td>1.923400e+05</td>\n",
+       "      <td>15.367264</td>\n",
+       "      <td>0.853737</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>12.667628</td>\n",
+       "      <td>7.310116</td>\n",
+       "      <td>0.005070</td>\n",
+       "      <td>14.764135</td>\n",
+       "      <td>367451.945581</td>\n",
+       "      <td>1.951187e+06</td>\n",
+       "      <td>5.310048</td>\n",
+       "      <td>0.295003</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>12.893701</td>\n",
+       "      <td>2.262294</td>\n",
+       "      <td>0.016046</td>\n",
+       "      <td>15.027624</td>\n",
+       "      <td>36455.136139</td>\n",
+       "      <td>3.115873e+05</td>\n",
+       "      <td>8.547144</td>\n",
+       "      <td>0.474841</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>10.557621</td>\n",
+       "      <td>4.754297</td>\n",
+       "      <td>0.017311</td>\n",
+       "      <td>12.304920</td>\n",
+       "      <td>116784.361789</td>\n",
+       "      <td>8.410281e+05</td>\n",
+       "      <td>7.201547</td>\n",
+       "      <td>0.400086</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>8.766664</td>\n",
+       "      <td>2.739380</td>\n",
+       "      <td>0.043646</td>\n",
+       "      <td>10.217557</td>\n",
+       "      <td>31825.667989</td>\n",
+       "      <td>3.398579e+05</td>\n",
+       "      <td>10.678736</td>\n",
+       "      <td>0.593263</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>6.537403</td>\n",
+       "      <td>1.305578</td>\n",
+       "      <td>0.050746</td>\n",
+       "      <td>7.619350</td>\n",
+       "      <td>5272.441394</td>\n",
+       "      <td>8.332614e+04</td>\n",
+       "      <td>15.804090</td>\n",
+       "      <td>0.878005</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9.666291</td>\n",
+       "      <td>1.340694</td>\n",
+       "      <td>0.037070</td>\n",
+       "      <td>11.266073</td>\n",
+       "      <td>8443.649821</td>\n",
+       "      <td>6.951609e+04</td>\n",
+       "      <td>8.232943</td>\n",
+       "      <td>0.457386</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>12.787307</td>\n",
+       "      <td>3.920397</td>\n",
+       "      <td>0.016464</td>\n",
+       "      <td>14.903621</td>\n",
+       "      <td>107680.986511</td>\n",
+       "      <td>5.068824e+05</td>\n",
+       "      <td>4.707260</td>\n",
+       "      <td>0.261514</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11.605879</td>\n",
+       "      <td>1.821016</td>\n",
+       "      <td>0.022323</td>\n",
+       "      <td>13.526666</td>\n",
+       "      <td>19446.169168</td>\n",
+       "      <td>1.601980e+05</td>\n",
+       "      <td>8.238022</td>\n",
+       "      <td>0.457668</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>7.584082</td>\n",
+       "      <td>1.878735</td>\n",
+       "      <td>0.054624</td>\n",
+       "      <td>8.839256</td>\n",
+       "      <td>12827.143861</td>\n",
+       "      <td>2.112478e+05</td>\n",
+       "      <td>16.468814</td>\n",
+       "      <td>0.914934</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>10.175411</td>\n",
+       "      <td>6.133932</td>\n",
+       "      <td>0.008836</td>\n",
+       "      <td>11.859453</td>\n",
+       "      <td>188189.689187</td>\n",
+       "      <td>2.402013e+06</td>\n",
+       "      <td>12.763787</td>\n",
+       "      <td>0.709099</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>9.319357</td>\n",
+       "      <td>4.587432</td>\n",
+       "      <td>0.018817</td>\n",
+       "      <td>10.861722</td>\n",
+       "      <td>95155.068368</td>\n",
+       "      <td>1.067714e+06</td>\n",
+       "      <td>11.220783</td>\n",
+       "      <td>0.623377</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>7.228996</td>\n",
+       "      <td>1.256691</td>\n",
+       "      <td>0.057692</td>\n",
+       "      <td>8.425403</td>\n",
+       "      <td>5449.034309</td>\n",
+       "      <td>6.414256e+04</td>\n",
+       "      <td>11.771363</td>\n",
+       "      <td>0.653965</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>5.646967</td>\n",
+       "      <td>1.339107</td>\n",
+       "      <td>0.032118</td>\n",
+       "      <td>6.581547</td>\n",
+       "      <td>4750.825175</td>\n",
+       "      <td>7.328911e+04</td>\n",
+       "      <td>15.426605</td>\n",
+       "      <td>0.857034</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>7.615980</td>\n",
+       "      <td>2.634620</td>\n",
+       "      <td>0.036497</td>\n",
+       "      <td>8.876433</td>\n",
+       "      <td>25339.645267</td>\n",
+       "      <td>3.671972e+05</td>\n",
+       "      <td>14.491015</td>\n",
+       "      <td>0.805056</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>9.460406</td>\n",
+       "      <td>3.381147</td>\n",
+       "      <td>0.033824</td>\n",
+       "      <td>11.026114</td>\n",
+       "      <td>52508.670941</td>\n",
+       "      <td>4.020208e+05</td>\n",
+       "      <td>7.656274</td>\n",
+       "      <td>0.425349</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>16.000441</td>\n",
+       "      <td>3.044223</td>\n",
+       "      <td>0.004295</td>\n",
+       "      <td>18.648532</td>\n",
+       "      <td>87446.895732</td>\n",
+       "      <td>2.414505e+05</td>\n",
+       "      <td>2.761110</td>\n",
+       "      <td>0.153395</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>10.550343</td>\n",
+       "      <td>1.563634</td>\n",
+       "      <td>0.030265</td>\n",
+       "      <td>12.296437</td>\n",
+       "      <td>12622.321616</td>\n",
+       "      <td>1.335059e+05</td>\n",
+       "      <td>10.576970</td>\n",
+       "      <td>0.587609</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>11.817436</td>\n",
+       "      <td>2.982923</td>\n",
+       "      <td>0.021717</td>\n",
+       "      <td>13.773236</td>\n",
+       "      <td>53748.089829</td>\n",
+       "      <td>3.552203e+05</td>\n",
+       "      <td>6.608984</td>\n",
+       "      <td>0.367166</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>12.101122</td>\n",
+       "      <td>5.305727</td>\n",
+       "      <td>0.014540</td>\n",
+       "      <td>14.103872</td>\n",
+       "      <td>177305.220432</td>\n",
+       "      <td>1.343228e+06</td>\n",
+       "      <td>7.575793</td>\n",
+       "      <td>0.420877</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>10.400035</td>\n",
+       "      <td>3.588297</td>\n",
+       "      <td>0.032312</td>\n",
+       "      <td>12.121253</td>\n",
+       "      <td>65405.272028</td>\n",
+       "      <td>7.368317e+05</td>\n",
+       "      <td>11.265631</td>\n",
+       "      <td>0.625868</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>9.132540</td>\n",
+       "      <td>2.011568</td>\n",
+       "      <td>0.048130</td>\n",
+       "      <td>10.643986</td>\n",
+       "      <td>17913.129344</td>\n",
+       "      <td>1.998769e+05</td>\n",
+       "      <td>11.158124</td>\n",
+       "      <td>0.619896</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>9.880296</td>\n",
+       "      <td>2.462908</td>\n",
+       "      <td>0.050634</td>\n",
+       "      <td>11.515496</td>\n",
+       "      <td>29157.316025</td>\n",
+       "      <td>2.715734e+05</td>\n",
+       "      <td>9.314074</td>\n",
+       "      <td>0.517449</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>8.321803</td>\n",
+       "      <td>2.003080</td>\n",
+       "      <td>0.054171</td>\n",
+       "      <td>9.699071</td>\n",
+       "      <td>16104.920042</td>\n",
+       "      <td>2.319710e+05</td>\n",
+       "      <td>14.403735</td>\n",
+       "      <td>0.800207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>6.131352</td>\n",
+       "      <td>1.794449</td>\n",
+       "      <td>0.035429</td>\n",
+       "      <td>7.146098</td>\n",
+       "      <td>9295.960216</td>\n",
+       "      <td>1.478045e+05</td>\n",
+       "      <td>15.899861</td>\n",
+       "      <td>0.883326</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>11.430727</td>\n",
+       "      <td>3.979891</td>\n",
+       "      <td>0.025331</td>\n",
+       "      <td>13.322525</td>\n",
+       "      <td>90734.821382</td>\n",
+       "      <td>9.391133e+05</td>\n",
+       "      <td>10.350087</td>\n",
+       "      <td>0.575005</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>14.263809</td>\n",
+       "      <td>2.781733</td>\n",
+       "      <td>0.009359</td>\n",
+       "      <td>16.624486</td>\n",
+       "      <td>66183.179571</td>\n",
+       "      <td>2.000335e+05</td>\n",
+       "      <td>3.022422</td>\n",
+       "      <td>0.167912</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>13.744161</td>\n",
+       "      <td>5.465225</td>\n",
+       "      <td>0.007518</td>\n",
+       "      <td>16.018835</td>\n",
+       "      <td>240475.837506</td>\n",
+       "      <td>8.686179e+05</td>\n",
+       "      <td>3.612080</td>\n",
+       "      <td>0.200671</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>8.735251</td>\n",
+       "      <td>1.270630</td>\n",
+       "      <td>0.047066</td>\n",
+       "      <td>10.180945</td>\n",
+       "      <td>6821.344537</td>\n",
+       "      <td>8.550423e+04</td>\n",
+       "      <td>12.534806</td>\n",
+       "      <td>0.696378</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>8.301748</td>\n",
+       "      <td>3.676767</td>\n",
+       "      <td>0.022070</td>\n",
+       "      <td>9.675697</td>\n",
+       "      <td>54122.886646</td>\n",
+       "      <td>7.578856e+05</td>\n",
+       "      <td>14.003052</td>\n",
+       "      <td>0.777947</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           Te       Hm0   weights         Tp              J             P  \\\n",
+       "0    7.974491  1.253970  0.058861   9.294279    6031.115427  6.861312e+04   \n",
+       "1   10.794533  2.641403  0.035216  12.581041   37004.325098  3.873519e+05   \n",
+       "2    6.901979  1.953122  0.052001   8.044264   12516.214519  1.923400e+05   \n",
+       "3   12.667628  7.310116  0.005070  14.764135  367451.945581  1.951187e+06   \n",
+       "4   12.893701  2.262294  0.016046  15.027624   36455.136139  3.115873e+05   \n",
+       "5   10.557621  4.754297  0.017311  12.304920  116784.361789  8.410281e+05   \n",
+       "6    8.766664  2.739380  0.043646  10.217557   31825.667989  3.398579e+05   \n",
+       "7    6.537403  1.305578  0.050746   7.619350    5272.441394  8.332614e+04   \n",
+       "8    9.666291  1.340694  0.037070  11.266073    8443.649821  6.951609e+04   \n",
+       "9   12.787307  3.920397  0.016464  14.903621  107680.986511  5.068824e+05   \n",
+       "10  11.605879  1.821016  0.022323  13.526666   19446.169168  1.601980e+05   \n",
+       "11   7.584082  1.878735  0.054624   8.839256   12827.143861  2.112478e+05   \n",
+       "12  10.175411  6.133932  0.008836  11.859453  188189.689187  2.402013e+06   \n",
+       "13   9.319357  4.587432  0.018817  10.861722   95155.068368  1.067714e+06   \n",
+       "14   7.228996  1.256691  0.057692   8.425403    5449.034309  6.414256e+04   \n",
+       "15   5.646967  1.339107  0.032118   6.581547    4750.825175  7.328911e+04   \n",
+       "16   7.615980  2.634620  0.036497   8.876433   25339.645267  3.671972e+05   \n",
+       "17   9.460406  3.381147  0.033824  11.026114   52508.670941  4.020208e+05   \n",
+       "18  16.000441  3.044223  0.004295  18.648532   87446.895732  2.414505e+05   \n",
+       "19  10.550343  1.563634  0.030265  12.296437   12622.321616  1.335059e+05   \n",
+       "20  11.817436  2.982923  0.021717  13.773236   53748.089829  3.552203e+05   \n",
+       "21  12.101122  5.305727  0.014540  14.103872  177305.220432  1.343228e+06   \n",
+       "22  10.400035  3.588297  0.032312  12.121253   65405.272028  7.368317e+05   \n",
+       "23   9.132540  2.011568  0.048130  10.643986   17913.129344  1.998769e+05   \n",
+       "24   9.880296  2.462908  0.050634  11.515496   29157.316025  2.715734e+05   \n",
+       "25   8.321803  2.003080  0.054171   9.699071   16104.920042  2.319710e+05   \n",
+       "26   6.131352  1.794449  0.035429   7.146098    9295.960216  1.478045e+05   \n",
+       "27  11.430727  3.979891  0.025331  13.322525   90734.821382  9.391133e+05   \n",
+       "28  14.263809  2.781733  0.009359  16.624486   66183.179571  2.000335e+05   \n",
+       "29  13.744161  5.465225  0.007518  16.018835  240475.837506  8.686179e+05   \n",
+       "30   8.735251  1.270630  0.047066  10.180945    6821.344537  8.550423e+04   \n",
+       "31   8.301748  3.676767  0.022070   9.675697   54122.886646  7.578856e+05   \n",
+       "\n",
+       "           CW       CWR  \n",
+       "0   11.376523  0.632029  \n",
+       "1   10.467747  0.581542  \n",
+       "2   15.367264  0.853737  \n",
+       "3    5.310048  0.295003  \n",
+       "4    8.547144  0.474841  \n",
+       "5    7.201547  0.400086  \n",
+       "6   10.678736  0.593263  \n",
+       "7   15.804090  0.878005  \n",
+       "8    8.232943  0.457386  \n",
+       "9    4.707260  0.261514  \n",
+       "10   8.238022  0.457668  \n",
+       "11  16.468814  0.914934  \n",
+       "12  12.763787  0.709099  \n",
+       "13  11.220783  0.623377  \n",
+       "14  11.771363  0.653965  \n",
+       "15  15.426605  0.857034  \n",
+       "16  14.491015  0.805056  \n",
+       "17   7.656274  0.425349  \n",
+       "18   2.761110  0.153395  \n",
+       "19  10.576970  0.587609  \n",
+       "20   6.608984  0.367166  \n",
+       "21   7.575793  0.420877  \n",
+       "22  11.265631  0.625868  \n",
+       "23  11.158124  0.619896  \n",
+       "24   9.314074  0.517449  \n",
+       "25  14.403735  0.800207  \n",
+       "26  15.899861  0.883326  \n",
+       "27  10.350087  0.575005  \n",
+       "28   3.022422  0.167912  \n",
+       "29   3.612080  0.200671  \n",
+       "30  12.534806  0.696378  \n",
+       "31  14.003052  0.777947  "
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -226,15 +1322,14 @@
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'wave' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[6], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m MAEP \u001b[38;5;241m=\u001b[39m \u001b[43mwave\u001b[49m\u001b[38;5;241m.\u001b[39mperformance\u001b[38;5;241m.\u001b[39mmean_annual_energy_production_matrix(results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCW\u001b[39m\u001b[38;5;124m'\u001b[39m], results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mJ\u001b[39m\u001b[38;5;124m'\u001b[39m], results[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mweights\u001b[39m\u001b[38;5;124m'\u001b[39m]) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m1000\u001b[39m \u001b[38;5;66;03m# kWh\u001b[39;00m\n\u001b[0;32m      2\u001b[0m MAEP \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mround(MAEP, \u001b[38;5;241m0\u001b[39m)\u001b[38;5;241m.\u001b[39mitem()\n\u001b[0;32m      3\u001b[0m MAEP\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'wave' is not defined"
-     ]
+     "data": {
+      "text/plain": [
+       "2865149.0"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -260,7 +1355,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,