tostartwith

Kickstart/V2/.ipynb_checkpoints/tostartwith-checkpoint.ipynb

@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Kickstart/V2/Flex-heat-pump2.ipynb

@@ -126,15 +126,7 @@
    "source": [
     "* aFRR (can improve the optimisation case)\n",
     "* Report\n",
-    "\n",
-    "--\n",
-    "* Create strategy on imbalance POS (buy 100% day-ahead, and respond to high prices)\n",
-    "* Graphs\n",
-    "    * EBITDA vs. baseline (earnings vs baseline)\n",
-    "* Show COP curves in different cases, just for illustration\n",
-    "* Energy report --> Check + add gas\n",
-    "* Fix comparison reports\n",
-    "* Model verification"
+    "* COP seems to have fix values, rather than COP curve"
    ]
   },
   {
@@ -190,16 +182,17 @@
     ]
    },
    "source": [
-    "# ENCORE : Heatpump Optimisation Framework\n",
+    "# Kickstart: Heatpump Optimisation Framework\n",
     "\n",
     "***\n",
-    "© Mark Kremer  \n",
-    "July 2020\n",
+    "© Shahla Huseynova  \n",
+    "July 2024\n",
     "##### Cases\n",
-    "In this model, 3 cases are compared:\n",
+    "In this model, 4 cases are compared:\n",
     "* **Baseline** : All heat is supplied by steam turbine\n",
     "* **Heatpump case** : All heat is supplied by heatpump\n",
-    "* **Hybrid case** : Steam turbine and heatpump run in hybrid mode, and are optimised on costs in real-time"
+    "* **Hybrid case** : Steam boiler and heatpump run in hybrid mode, and are optimised on costs in real-time\n",
+    "* **Heat pump & storage cases**: Heat pump only case is compared with different setup of storage +heat pump cases"
    ]
   },
   {

Kickstart/V2/tostartwith.ipynb

@@ -0,0 +1,99 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b62cf6a4-4123-4744-96ba-3c7326b548eb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Constants\n",
+    "COP_HEAT_PUMP = 2.5  # Assuming an average Coefficient of Performance\n",
+    "\n",
+    "# Input energies in MW\n",
+    "power_unit_input = 0.06  # Max electrical input to heat pump\n",
+    "\n",
+    "# Process input requirements\n",
+    "process_heat_requirement = 1.0  # MW\n",
+    "\n",
+    "# Calculate heat pump output\n",
+    "heat_pump_output = power_unit_input * COP_HEAT_PUMP\n",
+    "\n",
+    "# Heat distribution\n",
+    "if heat_pump_output > process_heat_requirement:\n",
+    "    stored_heat = heat_pump_output - process_heat_requirement\n",
+    "    used_heat = process_heat_requirement\n",
+    "else:\n",
+    "    stored_heat = 0\n",
+    "    used_heat = heat_pump_output\n",
+    "\n",
+    "# Outputs\n",
+    "print(f\"Heat Pump Output: {heat_pump_output} MW\")\n",
+    "print(f\"Heat Used by Process: {used_heat} MW\")\n",
+    "print(f\"Heat Stored: {stored_heat} MW\")\n",
+    "\n",
+    "# Check if the output meets the process requirement\n",
+    "if used_heat < process_heat_requirement:\n",
+    "    print(\"Warning: Process heat requirement not met!\")\n",
+    "else:\n",
+    "    print(\"Process heat requirement met.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6631d1f4-75ae-4b99-8752-b17c1b7579b1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Constants\n",
+    "cop_heat_pump = 2.5  # Coefficient of Performance of the heat pump\n",
+    "electrical_input = 0.06  # Electrical input to the heat pump in MW\n",
+    "\n",
+    "# Process Block Outputs (from earlier calculations)\n",
+    "cooling_water_output = 0.33  # Cooling water output in MW\n",
+    "steam_input_to_process = 1.0  # Steam input to the process in MW\n",
+    "\n",
+    "# Calculate waste heat from the process\n",
+    "waste_heat_output = steam_input_to_process - cooling_water_output\n",
+    "\n",
+    "# Heat Pump Operation with Waste Heat Recovery\n",
+    "total_heat_pump_input = electrical_input + waste_heat_output\n",
+    "heat_pump_output = total_heat_pump_input * cop_heat_pump\n",
+    "\n",
+    "# Outputs\n",
+    "print(f\"Electrical Input to Heat Pump: {electrical_input} MW\")\n",
+    "print(f\"Waste Heat Input to Heat Pump: {waste_heat_output} MW\")\n",
+    "print(f\"Total Input to Heat Pump: {total_heat_pump_input} MW\")\n",
+    "print(f\"Heat Pump Output (to PCM and other uses): {heat_pump_output} MW\")\n",
+    "\n",
+    "# Energy balance check\n",
+    "if heat_pump_output >= steam_input_to_process:\n",
+    "    print(\"Heat pump output meets or exceeds steam requirements for the process.\")\n",
+    "else:\n",
+    "    print(\"Additional energy required to meet steam requirements.\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}