feat: text

Author: jaapschoutenalliander

power-grid-model-ds/advanced.ipynb

@@ -117,13 +117,7 @@
    "metadata": {},
    "source": [
     "# 🏗️ Step 2: Load and Prepare the Grid\n",
-    "Goal: Load a synthetic medium-voltage grid from the provided data.\n",
-    "\n",
-    "You'll use pandas to load the data from included CSV files and then:\n",
-    "- Create an empty Grid object using your custom MyGrid class\n",
-    "- Create and fill NodeArray, LineArray and LoadArray objects with data from the CSV files and append them to your Grid\n",
-    "- Using a SourceArray, add a voltage source to each substation in the Grid\n",
-    "- You’ll then compute a power flow on the synthetic grid to get realistic line currents"
+    "Goal: Load a synthetic medium-voltage grid from the provided data"
    ]
   },
   {
@@ -143,6 +137,8 @@
    "id": "4d2df7f4",
    "metadata": {},
    "source": [
+    "We now loaded our the network visualised here\n",
+    "\n",
     "![input_network.png](input_network.png)"
    ]
   },
@@ -152,6 +148,8 @@
    "metadata": {},
    "source": [
     "# 🧯 Step 3: Detect the Overload\n",
+    "This is your first excercise.\n",
+    "\n",
     "Goal: Identify which line(s) are exceeding their rated current.\n",
     "\n",
     "You’ll:\n",
@@ -195,6 +193,14 @@
     "# %load solutions/advanced_3_check_for_capacity_issues.py"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "4bd3aea9",
+   "metadata": {},
+   "source": [
+    "We can use PGM-DSs visualization function to explore the resulting grid. Check out the highlighting parts of the grid based on it's attributes to find out where the overload occurs"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -211,9 +217,11 @@
    "metadata": {},
    "source": [
     "# 🧭 Step 4: Plan a Relief Strategy\n",
+    "We found out the north west part of the area is overloaded. To relieve the problem we will build a new substation near the overloaded area and connect part of the grid there.\n",
+    "\n",
     "![input_network_with_overload.png](input_network_with_overload.png)\n",
     "\n",
-    "Goal: Place a second substation near the overloaded path.\n",
+    "Goal: Place a second substation near the overloaded paths.\n",
     "\n",
     "You’ll:\n",
     "- Add a new substation at a specified location\n",