producao_bacia_campos.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "view-in-github"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/vinismachadoo/otimizacao-petroleo-offshore/blob/main/producao_bacia_campos.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "TjjC9D9BE9kq"
      },
      "outputs": [],
      "source": [
        "import pandas as pd\n",
        "import geopandas as gpd\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import numpy as np\n",
        "from math import acos, cos, sin\n",
        "from pulp import LpProblem, LpVariable, LpMinimize, LpStatus, lpSum, value\n",
        "import warnings\n",
        "\n",
        "warnings.filterwarnings(\"ignore\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "CAMPOS_EM_PRODUCAO = 'http://hmlapp5.anp.gov.br/geoserver/oracleworskspace/ows?service=WFS&version=1.0.0&request=GetFeature&typeName=oracleworskspace:CAMPOS_PRODUCAO_SIRGAS&outputFormat=JSON'\n",
        "MUNICIPIOS_RJ = 'https://geoftp.ibge.gov.br/organizacao_do_territorio/malhas_territoriais/malhas_municipais/municipio_2019/UFs/RJ/rj_municipios.zip'\n",
        "UEPS_OPERACAO = 'https://www.gov.br/anp/pt-br/centrais-de-conteudo/dados-abertos/arquivos/lpo/dados-abertos-ueps-operacao-1.csv'"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "campos_producao = gpd.read_file(CAMPOS_EM_PRODUCAO)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "loQycaxekVyu"
      },
      "outputs": [],
      "source": [
        "municipios_rj = gpd.read_file(MUNICIPIOS_RJ)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "18RJQl1gH_UM"
      },
      "outputs": [],
      "source": [
        "bacia_campos = campos_producao[campos_producao.NOM_BACIA == 'Campos']"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "_CECnR43sfkQ"
      },
      "outputs": [],
      "source": [
        "ueps_operacao = pd.read_csv(UEPS_OPERACAO, sep=';')\n",
        "plataformas = ueps_operacao[ueps_operacao['Bacia '] == 'Campos '].set_index('Sigla')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "wrGbsCwewcT2"
      },
      "outputs": [],
      "source": [
        "plataformas_latitude = plataformas.Latitude.str.replace(\",\",\".\").str.split(\":\", expand=True)\n",
        "plataformas['latitude_decimal'] = plataformas_latitude[0].astype(int) - plataformas_latitude[1].astype(float) / 60 - plataformas_latitude[2].astype(float) / 3600\n",
        "plataformas['latitude_radianos'] = np.deg2rad(plataformas['latitude_decimal'])\n",
        "\n",
        "plataformas_longitude = plataformas.Longitude.str.replace(\",\",\".\").str.split(\":\", expand=True)\n",
        "plataformas['longitude_decimal'] = plataformas_longitude[0].astype(int) - plataformas_longitude[1].astype(float) / 60 - plataformas_longitude[2].astype(float) / 3600\n",
        "plataformas['longitude_radianos'] = np.deg2rad(plataformas['longitude_decimal'])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "id": "fPSj7fJ07Ixa"
      },
      "outputs": [],
      "source": [
        "DEMANDA = {\n",
        "    'FPSO': 45,\n",
        "    'FIXA': 45,\n",
        "    'SEMI SUBMERSÍVEL': 73,\n",
        "    'FPU': 55,\n",
        "    'TLWP': 55\n",
        "}\n",
        "\n",
        "plataformas['demanda'] = plataformas.Tipo.map(DEMANDA)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Mt3r6QQj6ry7",
        "outputId": "80ddab2a-0ff9-4b51-e5f7-ea28e1861d8b"
      },
      "outputs": [
        {
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Nome</th>\n",
              "      <th>Bacia</th>\n",
              "      <th>Tipo</th>\n",
              "      <th>Operador</th>\n",
              "      <th>Latitude</th>\n",
              "      <th>Longitude</th>\n",
              "      <th>Lâmina D'água (m)</th>\n",
              "      <th>Capacidade de Processamento Petróleo (bbl/dia)</th>\n",
              "      <th>Capacidade de Processamento Gás (Mil m³/dia)</th>\n",
              "      <th>latitude_decimal</th>\n",
              "      <th>latitude_radianos</th>\n",
              "      <th>longitude_decimal</th>\n",
              "      <th>longitude_radianos</th>\n",
              "      <th>demanda</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Sigla</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>CAPX</th>\n",
              "      <td>FPSO CAPIXABA</td>\n",
              "      <td>Campos</td>\n",
              "      <td>FPSO</td>\n",
              "      <td>Petrobras</td>\n",
              "      <td>-21:14:16,783</td>\n",
              "      <td>-39:57:46,397</td>\n",
              "      <td>1350</td>\n",
              "      <td>110000</td>\n",
              "      <td>3200</td>\n",
              "      <td>-21.237995</td>\n",
              "      <td>-0.370673</td>\n",
              "      <td>-39.962888</td>\n",
              "      <td>-0.697484</td>\n",
              "      <td>45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>FCDA</th>\n",
              "      <td>FPSO CIDADE DE ANCHIETA</td>\n",
              "      <td>Campos</td>\n",
              "      <td>FPSO</td>\n",
              "      <td>Petrobras</td>\n",
              "      <td>-21:20:16,965</td>\n",
              "      <td>-40:03:27,174</td>\n",
              "      <td>1221</td>\n",
              "      <td>100000</td>\n",
              "      <td>3500</td>\n",
              "      <td>-21.338046</td>\n",
              "      <td>-0.372419</td>\n",
              "      <td>-40.057548</td>\n",
              "      <td>-0.699136</td>\n",
              "      <td>45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>FPCGZ</th>\n",
              "      <td>FPSO Cidade de Campos dos Goytacazes</td>\n",
              "      <td>Campos</td>\n",
              "      <td>FPSO</td>\n",
              "      <td>Petrobras</td>\n",
              "      <td>-22:57:12,165</td>\n",
              "      <td>-40:43:31,966</td>\n",
              "      <td>765</td>\n",
              "      <td>150000</td>\n",
              "      <td>3500</td>\n",
              "      <td>-22.953379</td>\n",
              "      <td>-0.400612</td>\n",
              "      <td>-40.725546</td>\n",
              "      <td>-0.710795</td>\n",
              "      <td>45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>FPSO ESP SANTO</th>\n",
              "      <td>FPSO ESPIRITO SANTO</td>\n",
              "      <td>Campos</td>\n",
              "      <td>FPSO</td>\n",
              "      <td>Shell Brasil</td>\n",
              "      <td>-21:12:30,854</td>\n",
              "      <td>-39:44:33,774</td>\n",
              "      <td>1775</td>\n",
              "      <td>100000</td>\n",
              "      <td>1400</td>\n",
              "      <td>-21.208571</td>\n",
              "      <td>-0.370159</td>\n",
              "      <td>-39.742715</td>\n",
              "      <td>-0.693641</td>\n",
              "      <td>45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>FPSO FLUMINENSE</th>\n",
              "      <td>FPSO Fluminense</td>\n",
              "      <td>Campos</td>\n",
              "      <td>FPSO</td>\n",
              "      <td>Shell Brasil</td>\n",
              "      <td>-22:38:57,206</td>\n",
              "      <td>-40:25:43,286</td>\n",
              "      <td>607</td>\n",
              "      <td>70000</td>\n",
              "      <td>2124</td>\n",
              "      <td>-22.649224</td>\n",
              "      <td>-0.395304</td>\n",
              "      <td>-40.428691</td>\n",
              "      <td>-0.705614</td>\n",
              "      <td>45</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                                                 Nome   Bacia   Tipo  \\\n",
              "Sigla                                                                  \n",
              "CAPX                                    FPSO CAPIXABA  Campos   FPSO   \n",
              "FCDA                          FPSO CIDADE DE ANCHIETA  Campos   FPSO   \n",
              "FPCGZ            FPSO Cidade de Campos dos Goytacazes  Campos   FPSO   \n",
              "FPSO ESP SANTO                    FPSO ESPIRITO SANTO  Campos   FPSO   \n",
              "FPSO FLUMINENSE                       FPSO Fluminense  Campos   FPSO   \n",
              "\n",
              "                     Operador       Latitude      Longitude  \\\n",
              "Sigla                                                         \n",
              "CAPX                Petrobras  -21:14:16,783  -39:57:46,397   \n",
              "FCDA                Petrobras  -21:20:16,965  -40:03:27,174   \n",
              "FPCGZ               Petrobras  -22:57:12,165  -40:43:31,966   \n",
              "FPSO ESP SANTO   Shell Brasil  -21:12:30,854  -39:44:33,774   \n",
              "FPSO FLUMINENSE  Shell Brasil  -22:38:57,206  -40:25:43,286   \n",
              "\n",
              "                 Lâmina D'água (m)  \\\n",
              "Sigla                                \n",
              "CAPX                          1350   \n",
              "FCDA                          1221   \n",
              "FPCGZ                          765   \n",
              "FPSO ESP SANTO                1775   \n",
              "FPSO FLUMINENSE                607   \n",
              "\n",
              "                 Capacidade de Processamento Petróleo (bbl/dia)  \\\n",
              "Sigla                                                             \n",
              "CAPX                                                     110000   \n",
              "FCDA                                                     100000   \n",
              "FPCGZ                                                    150000   \n",
              "FPSO ESP SANTO                                           100000   \n",
              "FPSO FLUMINENSE                                           70000   \n",
              "\n",
              "                 Capacidade de Processamento Gás (Mil m³/dia)  \\\n",
              "Sigla                                                           \n",
              "CAPX                                                     3200   \n",
              "FCDA                                                     3500   \n",
              "FPCGZ                                                    3500   \n",
              "FPSO ESP SANTO                                           1400   \n",
              "FPSO FLUMINENSE                                          2124   \n",
              "\n",
              "                 latitude_decimal  latitude_radianos  longitude_decimal  \\\n",
              "Sigla                                                                     \n",
              "CAPX                   -21.237995          -0.370673         -39.962888   \n",
              "FCDA                   -21.338046          -0.372419         -40.057548   \n",
              "FPCGZ                  -22.953379          -0.400612         -40.725546   \n",
              "FPSO ESP SANTO         -21.208571          -0.370159         -39.742715   \n",
              "FPSO FLUMINENSE        -22.649224          -0.395304         -40.428691   \n",
              "\n",
              "                 longitude_radianos  demanda  \n",
              "Sigla                                         \n",
              "CAPX                      -0.697484       45  \n",
              "FCDA                      -0.699136       45  \n",
              "FPCGZ                     -0.710795       45  \n",
              "FPSO ESP SANTO            -0.693641       45  \n",
              "FPSO FLUMINENSE           -0.705614       45  "
            ]
          },
          "execution_count": 9,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "plataformas.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "s7A9e9wTzaGB"
      },
      "outputs": [],
      "source": [
        "AEROPORTOS_DATA = {\n",
        "    'Sigla': ['SBCP', 'SBME', 'SBFS', 'SBCB'],\n",
        "    'maxFrota': [20, 20, 10, 20],\n",
        "    'maxPatio': [364, 364, 182, 364],\n",
        "    'Latitude': ['-21:42:04', '-22:20:34', '-22:01:44', '-22:55:15'],\n",
        "    'Longitude': ['-41:18:28', '-41:45:50', '-41:04:11', '-42:04:17']\n",
        "}\n",
        "aeroportos = pd.DataFrame(AEROPORTOS_DATA).set_index('Sigla')\n",
        "\n",
        "aeroportos_latitude = aeroportos.Latitude.str.replace(\",\",\".\").str.split(\":\", expand=True)\n",
        "aeroportos['latitude_decimal'] = aeroportos_latitude[0].astype(int) - aeroportos_latitude[1].astype(float) / 60 - aeroportos_latitude[2].astype(float) / 3600\n",
        "aeroportos['latitude_radianos'] = np.deg2rad(aeroportos['latitude_decimal'])\n",
        "\n",
        "aeroportos_longitude = aeroportos.Longitude.str.replace(\",\",\".\").str.split(\":\", expand=True)\n",
        "aeroportos['longitude_decimal'] = aeroportos_longitude[0].astype(int) - aeroportos_longitude[1].astype(float) / 60 - aeroportos_longitude[2].astype(float) / 3600\n",
        "aeroportos['longitude_radianos'] = np.deg2rad(aeroportos['longitude_decimal'])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        },
        "id": "NUBBW1mn2728",
        "outputId": "f8098dc3-e530-478b-dc2c-9b17b01faec5"
      },
      "outputs": [
        {
          "data": {
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>maxFrota</th>\n",
              "      <th>maxPatio</th>\n",
              "      <th>Latitude</th>\n",
              "      <th>Longitude</th>\n",
              "      <th>latitude_decimal</th>\n",
              "      <th>latitude_radianos</th>\n",
              "      <th>longitude_decimal</th>\n",
              "      <th>longitude_radianos</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Sigla</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>SBCP</th>\n",
              "      <td>20</td>\n",
              "      <td>364</td>\n",
              "      <td>-21:42:04</td>\n",
              "      <td>-41:18:28</td>\n",
              "      <td>-21.701111</td>\n",
              "      <td>-0.378756</td>\n",
              "      <td>-41.307778</td>\n",
              "      <td>-0.720957</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>SBME</th>\n",
              "      <td>20</td>\n",
              "      <td>364</td>\n",
              "      <td>-22:20:34</td>\n",
              "      <td>-41:45:50</td>\n",
              "      <td>-22.342778</td>\n",
              "      <td>-0.389955</td>\n",
              "      <td>-41.763889</td>\n",
              "      <td>-0.728917</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>SBFS</th>\n",
              "      <td>10</td>\n",
              "      <td>182</td>\n",
              "      <td>-22:01:44</td>\n",
              "      <td>-41:04:11</td>\n",
              "      <td>-22.028889</td>\n",
              "      <td>-0.384477</td>\n",
              "      <td>-41.069722</td>\n",
              "      <td>-0.716802</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>SBCB</th>\n",
              "      <td>20</td>\n",
              "      <td>364</td>\n",
              "      <td>-22:55:15</td>\n",
              "      <td>-42:04:17</td>\n",
              "      <td>-22.920833</td>\n",
              "      <td>-0.400044</td>\n",
              "      <td>-42.071389</td>\n",
              "      <td>-0.734284</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       maxFrota  maxPatio   Latitude  Longitude  latitude_decimal  \\\n",
              "Sigla                                                               \n",
              "SBCP         20       364  -21:42:04  -41:18:28        -21.701111   \n",
              "SBME         20       364  -22:20:34  -41:45:50        -22.342778   \n",
              "SBFS         10       182  -22:01:44  -41:04:11        -22.028889   \n",
              "SBCB         20       364  -22:55:15  -42:04:17        -22.920833   \n",
              "\n",
              "       latitude_radianos  longitude_decimal  longitude_radianos  \n",
              "Sigla                                                            \n",
              "SBCP           -0.378756         -41.307778           -0.720957  \n",
              "SBME           -0.389955         -41.763889           -0.728917  \n",
              "SBFS           -0.384477         -41.069722           -0.716802  \n",
              "SBCB           -0.400044         -42.071389           -0.734284  "
            ]
          },
          "execution_count": 11,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "aeroportos"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 528
        },
        "id": "jImPxkJR1O73",
        "outputId": "3d4b6373-6b38-41f6-d04f-9201f8e5e8e0"
      },
      "outputs": [
        {
          "data": {
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",
            "text/plain": [
              "<Figure size 1080x720 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "fig, ax = plt.subplots(figsize = (15,10))\n",
        "bacia_campos.plot(ax=ax, ec='gray', column='OPERADOR_C', cmap='Set2', legend=True, legend_kwds={'loc': 'upper left'})\n",
        "municipios_rj.plot(ax=ax, fc='None', ec='lightgray')\n",
        "ax.scatter(plataformas['longitude_decimal'], plataformas['latitude_decimal'], color='black')\n",
        "ax.scatter(aeroportos['longitude_decimal'], aeroportos['latitude_decimal'], color='black', marker='s')\n",
        "\n",
        "sns.despine(left=True, bottom=True)\n",
        "ax.set_yticks([])\n",
        "ax.set_xticks([])\n",
        "\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "UzPSKnpeCUDh"
      },
      "outputs": [],
      "source": [
        "OPERADORES = set(plataformas.Operador.unique())\n",
        "PLATAFORMAS = set(plataformas.index)\n",
        "AEROPORTOS = set(aeroportos.index)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "id": "A9AjPbgADLse"
      },
      "outputs": [],
      "source": [
        "def calcula_distancia(p,a):\n",
        "    d = 2*6378*acos(\n",
        "        cos(\n",
        "            plataformas['longitude_radianos'][p] - aeroportos['longitude_radianos'][a]\n",
        "        )*cos(\n",
        "            plataformas['latitude_radianos'][p]\n",
        "        )*cos(\n",
        "            aeroportos['latitude_radianos'][a]\n",
        "        )+sin(\n",
        "            plataformas['latitude_radianos'][p]\n",
        "        )*sin(\n",
        "            aeroportos['latitude_radianos'][a]\n",
        "        ))\n",
        "    return d\n",
        "\n",
        "distancia = {}\n",
        "for p in PLATAFORMAS:\n",
        "    dd = {a:calcula_distancia(p,a) for a in AEROPORTOS}\n",
        "    distancia[p] = dd"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "id": "Uy3EbKt9IGxe"
      },
      "outputs": [],
      "source": [
        "permicao = {}\n",
        "for o in OPERADORES:\n",
        "    oo = {p: (1 if plataformas.Operador[p] == o else 0) for p in PLATAFORMAS}\n",
        "    permicao[o] = oo"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "id": "67kiYyc3Mjw3"
      },
      "outputs": [],
      "source": [
        "HELICOPTERO_DATA = {\n",
        "    'assentos': 13,\n",
        "    'maxVoos': 14,\n",
        "}"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bv3H8qIBP5pU",
        "outputId": "f2fb8807-8789-48ac-f185-0727bfb081c3"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Status: Optimal\n"
          ]
        }
      ],
      "source": [
        "pb = LpProblem('Facility', LpMinimize)\n",
        "x = LpVariable.dicts('x', (OPERADORES, PLATAFORMAS, AEROPORTOS), cat='Binary')\n",
        "y = LpVariable.dicts('y', (OPERADORES, AEROPORTOS), cat='Integer')\n",
        "z = LpVariable.dicts('z', (OPERADORES, PLATAFORMAS, AEROPORTOS), cat='Integer')\n",
        "pb += lpSum([[[distancia[p][a] * z[o][p][a] + 1_000_000 * y[o][a] for o in OPERADORES] for p in PLATAFORMAS] for a in AEROPORTOS])\n",
        "\n",
        "for o in OPERADORES:\n",
        "    for p in PLATAFORMAS:\n",
        "        # Uma plataforma tem que ser atendida por um, e apenas um, aeroporto\n",
        "        pb += lpSum([x[o][p][a] for a in AEROPORTOS]) == permicao[o][p]\n",
        "        # O aeroporto SBFS só pode atender plataformas da Petrobras\n",
        "        pb += x[o][p]['SBFS'] <= permicao['Petrobras'][p]\n",
        "        for a in AEROPORTOS:\n",
        "            pb += z[o][p][a] >= plataformas['demanda'][p] * x[o][p][a] / HELICOPTERO_DATA['assentos']\n",
        "\n",
        "for a in AEROPORTOS:\n",
        "    # Número limitado de decolagens no aeroporto\n",
        "    pb += lpSum([[z[o][p][a] for o in OPERADORES] for p in PLATAFORMAS]) <= aeroportos['maxPatio'][a]\n",
        "    # Número limitado de frota disponivel no aeroporto\n",
        "    pb += lpSum([y[o][a] for o in OPERADORES]) <= aeroportos['maxFrota'][a]\n",
        "    for o in OPERADORES:\n",
        "        # Existe uma quantidade limite de voos que uma aeronave pode fazer por semana\n",
        "        pb += lpSum([z[o][p][a] for p in PLATAFORMAS]) <= y[o][a] * HELICOPTERO_DATA['maxVoos']\n",
        "\n",
        "pb.solve()\n",
        "print(\"Status:\", LpStatus[pb.status])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xXl_Kv5_0h9p",
        "outputId": "7e17e210-da51-430a-ea93-6f19544c872b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "x_Chevron_Frade_FPSO_FRADE_SBCP = 1.0\n",
            "x_Dommo_Energia_OSX3_SBCB = 1.0\n",
            "x_Equinor_Brasil_PEREGRINO_A_SBCB = 1.0\n",
            "x_Equinor_Brasil_PEREGRINO_B_SBCB = 1.0\n",
            "x_Perenco_Brasil_PCP_II_SBCP = 1.0\n",
            "x_Perenco_Brasil_PPG_1A_SBCP = 1.0\n",
            "x_Perenco_Brasil_PVM_3_SBCP = 1.0\n",
            "x_Petro_Rio_O&G_POLVO_A_SBCB = 1.0\n",
            "x_Petrobras_CAPX_SBFS = 1.0\n",
            "x_Petrobras_FCDA_SBFS = 1.0\n",
            "x_Petrobras_FPCGZ_SBFS = 1.0\n",
            "x_Petrobras_PCE_1_SBFS = 1.0\n",
            "x_Petrobras_PPM_1_SBFS = 1.0\n",
            "x_Petrobras_P_08_SBFS = 1.0\n",
            "x_Petrobras_P_18_SBFS = 1.0\n",
            "x_Petrobras_P_19_SBFS = 1.0\n",
            "x_Petrobras_P_40_SBFS = 1.0\n",
            "x_Petrobras_P_43_SBFS = 1.0\n",
            "x_Petrobras_P_50_SBFS = 1.0\n",
            "x_Petrobras_P_51_SBFS = 1.0\n",
            "x_Petrobras_P_52_SBFS = 1.0\n",
            "x_Petrobras_P_53_SBFS = 1.0\n",
            "x_Petrobras_P_54_SBFS = 1.0\n",
            "x_Petrobras_P_55_SBFS = 1.0\n",
            "x_Petrobras_P_56_SBFS = 1.0\n",
            "x_Petrobras_P_57_SBFS = 1.0\n",
            "x_Petrobras_P_58_SBFS = 1.0\n",
            "x_Petrobras_P_61_SBCB = 1.0\n",
            "x_Petrobras_P_62_SBFS = 1.0\n",
            "x_Petrobras_P_63_SBCB = 1.0\n",
            "x_Shell_Brasil_FPSO_ESP_SANTO_SBCP = 1.0\n",
            "x_Shell_Brasil_FPSO_FLUMINENSE_SBCP = 1.0\n",
            "y_Chevron_Frade_SBCP = 1.0\n",
            "y_Dommo_Energia_SBCB = 1.0\n",
            "y_Equinor_Brasil_SBCB = 1.0\n",
            "y_Perenco_Brasil_SBCP = 1.0\n",
            "y_Petro_Rio_O&G_SBCB = 1.0\n",
            "y_Petrobras_SBCB = 1.0\n",
            "y_Petrobras_SBFS = 7.0\n",
            "y_Shell_Brasil_SBCP = 1.0\n",
            "z_Chevron_Frade_FPSO_FRADE_SBCP = 4.0\n",
            "z_Dommo_Energia_OSX3_SBCB = 4.0\n",
            "z_Equinor_Brasil_PEREGRINO_A_SBCB = 4.0\n",
            "z_Equinor_Brasil_PEREGRINO_B_SBCB = 4.0\n",
            "z_Perenco_Brasil_PCP_II_SBCP = 4.0\n",
            "z_Perenco_Brasil_PPG_1A_SBCP = 4.0\n",
            "z_Perenco_Brasil_PVM_3_SBCP = 4.0\n",
            "z_Petro_Rio_O&G_POLVO_A_SBCB = 4.0\n",
            "z_Petrobras_CAPX_SBFS = 4.0\n",
            "z_Petrobras_FCDA_SBFS = 4.0\n",
            "z_Petrobras_FPCGZ_SBFS = 4.0\n",
            "z_Petrobras_PCE_1_SBFS = 4.0\n",
            "z_Petrobras_PPM_1_SBFS = 4.0\n",
            "z_Petrobras_P_08_SBFS = 6.0\n",
            "z_Petrobras_P_18_SBFS = 6.0\n",
            "z_Petrobras_P_19_SBFS = 6.0\n",
            "z_Petrobras_P_40_SBFS = 6.0\n",
            "z_Petrobras_P_43_SBFS = 4.0\n",
            "z_Petrobras_P_50_SBFS = 4.0\n",
            "z_Petrobras_P_51_SBFS = 6.0\n",
            "z_Petrobras_P_52_SBFS = 6.0\n",
            "z_Petrobras_P_53_SBFS = 5.0\n",
            "z_Petrobras_P_54_SBFS = 4.0\n",
            "z_Petrobras_P_55_SBFS = 6.0\n",
            "z_Petrobras_P_56_SBFS = 6.0\n",
            "z_Petrobras_P_57_SBFS = 4.0\n",
            "z_Petrobras_P_58_SBFS = 4.0\n",
            "z_Petrobras_P_61_SBCB = 5.0\n",
            "z_Petrobras_P_62_SBFS = 4.0\n",
            "z_Petrobras_P_63_SBCB = 4.0\n",
            "z_Shell_Brasil_FPSO_ESP_SANTO_SBCP = 4.0\n",
            "z_Shell_Brasil_FPSO_FLUMINENSE_SBCP = 4.0\n"
          ]
        }
      ],
      "source": [
        "for v in pb.variables():\n",
        "    if value(v) >= 1:\n",
        "        print(v, \"=\", value(v))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 528
        },
        "id": "vUnoTjsKUZfa",
        "outputId": "952ab8af-61df-4e1e-e997-4201167c0dc8"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1080x720 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "fig, ax = plt.subplots(figsize = (15,10))\n",
        "bacia_campos.plot(ax=ax, fc='None', ec='lightgray')\n",
        "municipios_rj.plot(ax=ax, fc='None', ec='lightgray')\n",
        "sns.scatterplot(x='longitude_decimal', y='latitude_decimal', data=aeroportos, ax=ax, marker='s', s=50, ec='None', fc='black', zorder=2)\n",
        "for name, group in plataformas.groupby('Operador'):\n",
        "    sns.scatterplot(x='longitude_decimal', y='latitude_decimal', data=group, label=name, ax=ax, s=50, ec='None', zorder=2)\n",
        "for o in OPERADORES:\n",
        "    for p in PLATAFORMAS:\n",
        "        for a in AEROPORTOS:\n",
        "            if value(x[o][p][a]) == 1:\n",
        "                ax.plot([plataformas.longitude_decimal[p], aeroportos.longitude_decimal[a]],\n",
        "                        [plataformas.latitude_decimal[p], aeroportos.latitude_decimal[a]], color='gray', zorder=1)\n",
        "\n",
        "sns.despine(left=True, bottom=True)\n",
        "ax.set_yticks([])\n",
        "ax.set_xticks([])\n",
        "\n",
        "plt.show()"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [],
      "include_colab_link": true,
      "name": "producao_bacia_campos.ipynb",
      "provenance": []
    },
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