commit 58c8c1c9f932b652f8fef3c84fa83f5d5645bf8f Author: David Krause (enthus1ast) Date: Sat Nov 1 10:15:06 2025 +0100 init diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..2777a52 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +venv/* +.ipynb_checkpoints diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 0000000..f8e2315 --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,181 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "09ee048c-0457-44da-a439-8655ac70eb80", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Re-run the computation after environment reset\n", + "import math\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Parameters\n", + "area_south_m2 = 30\n", + "area_east_m2 = 44\n", + "density_kwp_per_m2 = 0.19\n", + "\n", + "yield_south_kwh_per_kwp = 1000\n", + "yield_east_kwh_per_kwp = 900\n", + "\n", + "price_grid = 0.34\n", + "feedin_tariff = 0.0796\n", + "\n", + "capex_per_kwp = 1350\n", + "battery_cost_6 = 2700 # 6 kWh * 450 €/kWh\n", + "battery_cost_8 = 3600 # 8 kWh * 450 €/kWh\n", + "\n", + "discount = 0.03\n", + "horizons = [15, 20]\n", + "\n", + "# Derived PV size and yield\n", + "kwp_south = area_south_m2 * density_kwp_per_m2\n", + "kwp_east = area_east_m2 * density_kwp_per_m2\n", + "kwp_total = kwp_south + kwp_east\n", + "\n", + "gen_total = kwp_south * yield_south_kwh_per_kwp + kwp_east * yield_east_kwh_per_kwp\n", + "load = 8000\n", + "pv_capex = kwp_total * capex_per_kwp\n", + "\n", + "scenarios = [\n", + " {\"name\": \"PV (Süd+Ost), ohne Speicher\", \"autarky\": 0.55, \"capex_extra\": 0, \"battery_cost\": 0},\n", + " {\"name\": \"PV + 6 kWh Speicher\", \"autarky\": 0.78, \"capex_extra\": battery_cost_6, \"battery_cost\": battery_cost_6},\n", + " {\"name\": \"PV + 8 kWh Speicher\", \"autarky\": 0.82, \"capex_extra\": battery_cost_8, \"battery_cost\": battery_cost_8},\n", + "]\n", + "\n", + "def npv(cashflows, r):\n", + " return sum(cf / ((1 + r) ** t) for t, cf in enumerate(cashflows))\n", + "\n", + "def analyze(horizon_years):\n", + " rows = []\n", + " curves = {}\n", + " for s in scenarios:\n", + " capex0 = pv_capex + s[\"capex_extra\"]\n", + " cashflows = [-capex0]\n", + " \n", + " baseline_cost = load * price_grid\n", + " self_consumed = min(gen_total, s[\"autarky\"] * load)\n", + " grid_import = load - self_consumed\n", + " feedin = max(0, gen_total - self_consumed)\n", + " annual_cost_with_pv = grid_import * price_grid - feedin * feedin_tariff\n", + " annual_savings = baseline_cost - annual_cost_with_pv\n", + " \n", + " for year in range(1, horizon_years + 1):\n", + " cf = annual_savings\n", + " if s[\"battery_cost\"] > 0 and year == 12:\n", + " cf -= 0.5 * s[\"battery_cost\"]\n", + " if year == 20:\n", + " cf -= 0.5 * pv_capex\n", + " cashflows.append(cf)\n", + " \n", + " cum = 0\n", + " curve = []\n", + " for cf in cashflows:\n", + " cum += cf\n", + " curve.append(cum)\n", + " curves[s[\"name\"]] = curve\n", + " \n", + " payback = None\n", + " cum2 = 0\n", + " for t, cf in enumerate(cashflows):\n", + " cum2 += cf\n", + " if cum2 >= 0 and payback is None:\n", + " payback = t\n", + " \n", + " rows.append({\n", + " \"Szenario\": s[\"name\"],\n", + " \"PV-Größe (kWp)\": round(kwp_total, 1),\n", + " \"PV-Ertrag (kWh/a)\": int(gen_total),\n", + " \"Autarkie (Annahme)\": f\"{int(s['autarky']*100)} %\",\n", + " \"Start-Invest\": int(capex0),\n", + " \"Jährliche Ersparnis\": int(annual_savings),\n", + " \"Payback (Jahr)\": payback if payback is not None else f\"≥{horizon_years+1}\",\n", + " f\"Summe Cashflow {horizon_years}J (ohne Abzinsung)\": int(sum(cashflows)),\n", + " f\"NPV {horizon_years}J @3%\": int(round(npv(cashflows, discount), 0)),\n", + " })\n", + " return pd.DataFrame(rows), curves\n", + "\n", + "dfs = {}\n", + "curves_by_horizon = {}\n", + "for H in horizons:\n", + " df, curves = analyze(H)\n", + " dfs[H] = df\n", + " curves_by_horizon[H] = curves\n", + "\n", + "#from caas_jupyter_tools import display_dataframe_to_user\n", + "#display_dataframe_to_user(\"15 Jahre (Batterie 450 €/kWh): Ergebnisse\", dfs[15])\n", + "#display_dataframe_to_user(\"20 Jahre (Batterie 450 €/kWh): Ergebnisse\", dfs[20])\n", + "\n", + "plt.figure()\n", + "for name, curve in curves_by_horizon[15].items():\n", + " plt.plot(range(0, 16), curve[:16], label=name)\n", + "plt.xlabel(\"Jahr\")\n", + "plt.ylabel(\"Kumulierter Cashflow (€)\")\n", + "plt.title(\"Kumulierter Cashflow über 15 Jahre (Batterie 450 €/kWh)\")\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "plt.figure()\n", + "for name, curve in curves_by_horizon[20].items():\n", + " plt.plot(range(0, 21), curve[:21], label=name)\n", + "plt.xlabel(\"Jahr\")\n", + "plt.ylabel(\"Kumulierter Cashflow (€)\")\n", + "plt.title(\"Kumulierter Cashflow über 20 Jahre (Batterie 450 €/kWh)\")\n", + "plt.legend()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27ac51b2-bb11-4b80-84b3-1c045cff9e46", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/hehe.py b/hehe.py new file mode 100644 index 0000000..a85cd21 --- /dev/null +++ b/hehe.py @@ -0,0 +1,118 @@ +# Re-run the computation after environment reset +import math +import pandas as pd +import matplotlib.pyplot as plt + +# Parameters +area_south_m2 = 30 +area_east_m2 = 44 +density_kwp_per_m2 = 0.19 + +yield_south_kwh_per_kwp = 1000 +yield_east_kwh_per_kwp = 900 + +price_grid = 0.34 +feedin_tariff = 0.0796 + +capex_per_kwp = 1350 +battery_cost_6 = 2700 # 6 kWh * 450 €/kWh +battery_cost_8 = 3600 # 8 kWh * 450 €/kWh + +discount = 0.03 +horizons = [15, 20] + +# Derived PV size and yield +kwp_south = area_south_m2 * density_kwp_per_m2 +kwp_east = area_east_m2 * density_kwp_per_m2 +kwp_total = kwp_south + kwp_east + +gen_total = kwp_south * yield_south_kwh_per_kwp + kwp_east * yield_east_kwh_per_kwp +load = 8000 +pv_capex = kwp_total * capex_per_kwp + +scenarios = [ + {"name": "PV (Süd+Ost), ohne Speicher", "autarky": 0.55, "capex_extra": 0, "battery_cost": 0}, + {"name": "PV + 6 kWh Speicher", "autarky": 0.78, "capex_extra": battery_cost_6, "battery_cost": battery_cost_6}, + {"name": "PV + 8 kWh Speicher", "autarky": 0.82, "capex_extra": battery_cost_8, "battery_cost": battery_cost_8}, +] + +def npv(cashflows, r): + return sum(cf / ((1 + r) ** t) for t, cf in enumerate(cashflows)) + +def analyze(horizon_years): + rows = [] + curves = {} + for s in scenarios: + capex0 = pv_capex + s["capex_extra"] + cashflows = [-capex0] + + baseline_cost = load * price_grid + self_consumed = min(gen_total, s["autarky"] * load) + grid_import = load - self_consumed + feedin = max(0, gen_total - self_consumed) + annual_cost_with_pv = grid_import * price_grid - feedin * feedin_tariff + annual_savings = baseline_cost - annual_cost_with_pv + + for year in range(1, horizon_years + 1): + cf = annual_savings + if s["battery_cost"] > 0 and year == 12: + cf -= 0.5 * s["battery_cost"] + if year == 20: + cf -= 0.5 * pv_capex + cashflows.append(cf) + + cum = 0 + curve = [] + for cf in cashflows: + cum += cf + curve.append(cum) + curves[s["name"]] = curve + + payback = None + cum2 = 0 + for t, cf in enumerate(cashflows): + cum2 += cf + if cum2 >= 0 and payback is None: + payback = t + + rows.append({ + "Szenario": s["name"], + "PV-Größe (kWp)": round(kwp_total, 1), + "PV-Ertrag (kWh/a)": int(gen_total), + "Autarkie (Annahme)": f"{int(s['autarky']*100)} %", + "Start-Invest": int(capex0), + "Jährliche Ersparnis": int(annual_savings), + "Payback (Jahr)": payback if payback is not None else f"≥{horizon_years+1}", + f"Summe Cashflow {horizon_years}J (ohne Abzinsung)": int(sum(cashflows)), + f"NPV {horizon_years}J @3%": int(round(npv(cashflows, discount), 0)), + }) + return pd.DataFrame(rows), curves + +dfs = {} +curves_by_horizon = {} +for H in horizons: + df, curves = analyze(H) + dfs[H] = df + curves_by_horizon[H] = curves + +from caas_jupyter_tools import display_dataframe_to_user +display_dataframe_to_user("15 Jahre (Batterie 450 €/kWh): Ergebnisse", dfs[15]) +display_dataframe_to_user("20 Jahre (Batterie 450 €/kWh): Ergebnisse", dfs[20]) + +plt.figure() +for name, curve in curves_by_horizon[15].items(): + plt.plot(range(0, 16), curve[:16], label=name) +plt.xlabel("Jahr") +plt.ylabel("Kumulierter Cashflow (€)") +plt.title("Kumulierter Cashflow über 15 Jahre (Batterie 450 €/kWh)") +plt.legend() +plt.show() + +plt.figure() +for name, curve in curves_by_horizon[20].items(): + plt.plot(range(0, 21), curve[:21], label=name) +plt.xlabel("Jahr") +plt.ylabel("Kumulierter Cashflow (€)") +plt.title("Kumulierter Cashflow über 20 Jahre (Batterie 450 €/kWh)") +plt.legend() +plt.show()