data folder with last forecast added.

Wind-Energy-Yield-Forecast.qmd

@@ -96,13 +96,13 @@ North Sea, Germany.
 
 
 ```{r}
+#| label: calculations
+#| message: false
+#| echo: false
 
 hourly_df <- py$hourly_dataframe
 
-#head(hourly_df)
-
-
-# C, m/s, hPa, %
+save(hourly_df, file = "./data/last_update_weather.Rdata")
 
 # ====== Wind Turbine Specs ======
 

docs/Wind-Energy-Yield-Forecast.html

@@ -21,40 +21,6 @@
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@@ -4536,57 +4502,6 @@ <h2 class="anchored" data-anchor-id="location-and-site-assessment">Location and
 <p></p><figcaption class="figure-caption">Figure 1: North Sea, Germany.</figcaption><p></p>
 </figure>
 </div>
-<div class="cell">
-<details>
-<summary>Code</summary>
-<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode markdown code-with-copy"><code class="sourceCode markdown"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="in">```{r}</span></span>
-<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a>hourly_df <span class="ot">&lt;-</span> py<span class="sc">$</span>hourly_dataframe</span>
-<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a><span class="co">#head(hourly_df)</span></span>
-<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a><span class="co"># C, m/s, hPa, %</span></span>
-<span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a><span class="co"># ====== Wind Turbine Specs ======</span></span>
-<span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Manufacturer: Goldwin</span></span>
-<span id="cb2-12"><a href="#cb2-12" aria-hidden="true" tabindex="-1"></a><span class="co"># Model: GW 165-6.0 6300 </span></span>
-<span id="cb2-13"><a href="#cb2-13" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a><span class="co"># Variable Speed - Variable pitch</span></span>
-<span id="cb2-15"><a href="#cb2-15" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-16"><a href="#cb2-16" aria-hidden="true" tabindex="-1"></a>wt_rated_power <span class="ot">&lt;-</span> <span class="dv">6000</span> <span class="co">#  [kW]</span></span>
-<span id="cb2-17"><a href="#cb2-17" aria-hidden="true" tabindex="-1"></a>wt_rated_wind_speed <span class="ot">&lt;-</span> <span class="fl">11.4</span> <span class="co"># [m/s] at standard air density</span></span>
-<span id="cb2-18"><a href="#cb2-18" aria-hidden="true" tabindex="-1"></a>wt_area <span class="ot">&lt;-</span> <span class="dv">21382</span> <span class="co"># squared metres</span></span>
-<span id="cb2-19"><a href="#cb2-19" aria-hidden="true" tabindex="-1"></a>wt_hub_height <span class="ot">&lt;-</span> <span class="dv">100</span> <span class="co"># metres</span></span>
-<span id="cb2-20"><a href="#cb2-20" aria-hidden="true" tabindex="-1"></a>Cp <span class="ot">&lt;-</span> <span class="fl">0.45</span> <span class="co"># Power Coefficient</span></span>
-<span id="cb2-21"><a href="#cb2-21" aria-hidden="true" tabindex="-1"></a>wt_rotor_diam <span class="ot">&lt;-</span> <span class="dv">165</span> <span class="co"># metres</span></span>
-<span id="cb2-22"><a href="#cb2-22" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-23"><a href="#cb2-23" aria-hidden="true" tabindex="-1"></a>wt_ws_cut_in <span class="ot">&lt;-</span> <span class="dv">3</span> <span class="co"># m/s</span></span>
-<span id="cb2-24"><a href="#cb2-24" aria-hidden="true" tabindex="-1"></a>wt_ws_cut_out <span class="ot">&lt;-</span> <span class="dv">24</span> <span class="co"># m/s</span></span>
-<span id="cb2-25"><a href="#cb2-25" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-26"><a href="#cb2-26" aria-hidden="true" tabindex="-1"></a><span class="co"># Speed Range During Power Production</span></span>
-<span id="cb2-27"><a href="#cb2-27" aria-hidden="true" tabindex="-1"></a>wt_min_speed <span class="ot">&lt;-</span> <span class="fl">5.5</span>  <span class="co"># [RPM]</span></span>
-<span id="cb2-28"><a href="#cb2-28" aria-hidden="true" tabindex="-1"></a>wt_max_speed <span class="ot">&lt;-</span> <span class="fl">10.7</span>  <span class="co"># [RPM] Nominal</span></span>
-<span id="cb2-29"><a href="#cb2-29" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-30"><a href="#cb2-30" aria-hidden="true" tabindex="-1"></a><span class="co">#&#39; Tip speed of blade </span></span>
-<span id="cb2-31"><a href="#cb2-31" aria-hidden="true" tabindex="-1"></a><span class="co">#&#39; Linear speed of blade tip for Tip-Speed Ratio (lambda) calc.</span></span>
-<span id="cb2-32"><a href="#cb2-32" aria-hidden="true" tabindex="-1"></a>wt_min_tip_speed <span class="ot">&lt;-</span> <span class="dv">2</span><span class="sc">*</span>pi <span class="sc">*</span> (wt_min_speed<span class="sc">/</span><span class="dv">60</span>) <span class="sc">*</span> (wt_rotor_diam<span class="sc">/</span><span class="dv">2</span>) <span class="co"># [m/s]</span></span>
-<span id="cb2-33"><a href="#cb2-33" aria-hidden="true" tabindex="-1"></a>wt_max_tip_speed <span class="ot">&lt;-</span> <span class="dv">2</span><span class="sc">*</span>pi <span class="sc">*</span> (wt_max_speed<span class="sc">/</span><span class="dv">60</span>) <span class="sc">*</span> (wt_rotor_diam<span class="sc">/</span><span class="dv">2</span>) <span class="co"># [m/s] Nominal</span></span>
-<span id="cb2-34"><a href="#cb2-34" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-35"><a href="#cb2-35" aria-hidden="true" tabindex="-1"></a><span class="co"># wt_max_tip_speed &lt;- 92 # [m/s] # From Specs.</span></span>
-<span id="cb2-36"><a href="#cb2-36" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-37"><a href="#cb2-37" aria-hidden="true" tabindex="-1"></a><span class="co"># ====== Onshore Wind Park =======</span></span>
-<span id="cb2-38"><a href="#cb2-38" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-39"><a href="#cb2-39" aria-hidden="true" tabindex="-1"></a>n_wind_turbines <span class="ot">&lt;-</span> <span class="dv">1</span></span>
-<span id="cb2-40"><a href="#cb2-40" aria-hidden="true" tabindex="-1"></a>installed_capacity <span class="ot">&lt;-</span> (n_wind_turbines <span class="sc">*</span> wt_rated_power) <span class="sc">/</span> <span class="dv">1000</span> <span class="co"># [MW]</span></span>
-<span id="cb2-41"><a href="#cb2-41" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-42"><a href="#cb2-42" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-43"><a href="#cb2-43" aria-hidden="true" tabindex="-1"></a> <span class="co"># Lat =  53°52&#39;44.10&quot;N</span></span>
-<span id="cb2-44"><a href="#cb2-44" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb2-45"><a href="#cb2-45" aria-hidden="true" tabindex="-1"></a> <span class="co"># Lon =   7°24&#39;28.35&quot;E</span></span>
-<span id="cb2-46"><a href="#cb2-46" aria-hidden="true" tabindex="-1"></a><span class="in">```</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</details>
-</div>
 </section>
 <section id="weather-variables-forecast" class="level2">
 <h2 class="anchored" data-anchor-id="weather-variables-forecast">Weather Variables Forecast</h2>

docs/search.json

@@ -4,14 +4,14 @@
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     "title": "Wind Power & Energy Yield Forecast",
     "section": "",
-    "text": "Coordinates 53.880001068115234°N 7.400000095367432°E\nElevation 0.0 m asl\nTimezone None None\nTimezone difference to GMT+0 0 s\n\n\n\n\n\n\n\n\n\nSource: Google Earth\n\n\n\n\nFigure 1: North Sea, Germany.\n\n\n\n\nCode\n```{r}\nhourly_df <- py$hourly_dataframe\n\n#head(hourly_df)\n\n\n# C, m/s, hPa, %\n\n# ====== Wind Turbine Specs ======\n\n# Manufacturer: Goldwin\n# Model: GW 165-6.0 6300 \n\n# Variable Speed - Variable pitch\n\nwt_rated_power <- 6000 #  [kW]\nwt_rated_wind_speed <- 11.4 # [m/s] at standard air density\nwt_area <- 21382 # squared metres\nwt_hub_height <- 100 # metres\nCp <- 0.45 # Power Coefficient\nwt_rotor_diam <- 165 # metres\n\nwt_ws_cut_in <- 3 # m/s\nwt_ws_cut_out <- 24 # m/s\n\n# Speed Range During Power Production\nwt_min_speed <- 5.5  # [RPM]\nwt_max_speed <- 10.7  # [RPM] Nominal\n\n#' Tip speed of blade \n#' Linear speed of blade tip for Tip-Speed Ratio (lambda) calc.\nwt_min_tip_speed <- 2*pi * (wt_min_speed/60) * (wt_rotor_diam/2) # [m/s]\nwt_max_tip_speed <- 2*pi * (wt_max_speed/60) * (wt_rotor_diam/2) # [m/s] Nominal\n\n# wt_max_tip_speed <- 92 # [m/s] # From Specs.\n\n# ====== Onshore Wind Park =======\n\nn_wind_turbines <- 1\ninstalled_capacity <- (n_wind_turbines * wt_rated_power) / 1000 # [MW]\n\n\n # Lat =  53°52'44.10\"N\n\n # Lon =   7°24'28.35\"E\n```"
+    "text": "Coordinates 53.880001068115234°N 7.400000095367432°E\nElevation 0.0 m asl\nTimezone None None\nTimezone difference to GMT+0 0 s\n\n\n\n\n\n\n\n\n\nSource: Google Earth\n\n\n\n\nFigure 1: North Sea, Germany."
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     "href": "Wind-Energy-Yield-Forecast.html#location-and-site-assessment",
     "title": "Wind Power & Energy Yield Forecast",
     "section": "",
-    "text": "Coordinates 53.880001068115234°N 7.400000095367432°E\nElevation 0.0 m asl\nTimezone None None\nTimezone difference to GMT+0 0 s\n\n\n\n\n\n\n\n\n\nSource: Google Earth\n\n\n\n\nFigure 1: North Sea, Germany.\n\n\n\n\nCode\n```{r}\nhourly_df <- py$hourly_dataframe\n\n#head(hourly_df)\n\n\n# C, m/s, hPa, %\n\n# ====== Wind Turbine Specs ======\n\n# Manufacturer: Goldwin\n# Model: GW 165-6.0 6300 \n\n# Variable Speed - Variable pitch\n\nwt_rated_power <- 6000 #  [kW]\nwt_rated_wind_speed <- 11.4 # [m/s] at standard air density\nwt_area <- 21382 # squared metres\nwt_hub_height <- 100 # metres\nCp <- 0.45 # Power Coefficient\nwt_rotor_diam <- 165 # metres\n\nwt_ws_cut_in <- 3 # m/s\nwt_ws_cut_out <- 24 # m/s\n\n# Speed Range During Power Production\nwt_min_speed <- 5.5  # [RPM]\nwt_max_speed <- 10.7  # [RPM] Nominal\n\n#' Tip speed of blade \n#' Linear speed of blade tip for Tip-Speed Ratio (lambda) calc.\nwt_min_tip_speed <- 2*pi * (wt_min_speed/60) * (wt_rotor_diam/2) # [m/s]\nwt_max_tip_speed <- 2*pi * (wt_max_speed/60) * (wt_rotor_diam/2) # [m/s] Nominal\n\n# wt_max_tip_speed <- 92 # [m/s] # From Specs.\n\n# ====== Onshore Wind Park =======\n\nn_wind_turbines <- 1\ninstalled_capacity <- (n_wind_turbines * wt_rated_power) / 1000 # [MW]\n\n\n # Lat =  53°52'44.10\"N\n\n # Lon =   7°24'28.35\"E\n```"
+    "text": "Coordinates 53.880001068115234°N 7.400000095367432°E\nElevation 0.0 m asl\nTimezone None None\nTimezone difference to GMT+0 0 s\n\n\n\n\n\n\n\n\n\nSource: Google Earth\n\n\n\n\nFigure 1: North Sea, Germany."
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