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    "# 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",
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   "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.\")"
   ]
  }
 ],
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