Jupyter notebooks/7.1 - Divisores de tensão e corrente com indutores e capacitores.ipynb

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    "colab_type": "text",
    "id": "view-in-github"
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   "source": [
    "<a href=\"https://colab.research.google.com/github/edsonportosilva/ElectricCircuits/blob/master/Jupyter%20notebooks/Circuitos%20El%C3%A9tricos%20I%20-%20Semana%207.1%20-%20Divisores%20de%20tens%C3%A3o%20e%20corrente%20com%20indutores%20e%20capacitores.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "3uzb6VL-UJIa",
    "outputId": "b5bf4980-01d9-472a-eb43-2765f594541e"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       ".output_png {\n",
       "    display: table-cell;\n",
       "    text-align: center;\n",
       "    vertical-align: middle;\n",
       "}\n",
       "</style>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.core.display import HTML\n",
    "from IPython.display import Image\n",
    "HTML(\"\"\"\n",
    "<style>\n",
    ".output_png {\n",
    "    display: table-cell;\n",
    "    text-align: center;\n",
    "    vertical-align: middle;\n",
    "}\n",
    "</style>\n",
    "\"\"\")\n",
    "\n",
    "if 'google.colab' in str(get_ipython()):    \n",
    "    ! git clone -b master https://github.com/edsonportosilva/ElectricCircuits\n",
    "    from os import chdir as cd\n",
    "    cd('/content/ElectricCircuits/')\n",
    "    ! pip install -e ."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "36HOXmmFUJId"
   },
   "source": [
    "# *Circuitos Elétricos I - Semana 7*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "NlT4HvoVUJIe"
   },
   "source": [
    "\n",
    "## Resumo dos elementos passivos ideais de dois terminais\n",
    "\n",
    "$$\n",
    "\\begin{array}{|l|c|c|c|}\n",
    "\\hline \\text { Propriedade } & R & L & C \\\\\n",
    "\\hline \\text { Relação } i-v  & i=\\frac{v}{R} & i=\\frac{1}{L} \\int_{t_{0}}^{t} v(\\tau) d \\tau+i\\left(t_{0}\\right) & i=C \\frac{d v}{d t} \\\\\n",
    "\\text { Relação } v-i & v=Ri & v=L \\frac{d i}{d t} & v=\\frac{1}{C} \\int_{t_{0}}^{t} i(\\tau) d \\tau+v\\left(t_{0}\\right) \\\\\n",
    "p \\text { (potência }) & p=Ri^{2} & p=L i \\frac{d i}{d t} & p=C v \\frac{d v}{d t} \\\\\n",
    "w \\text { (energia armazenada) } & 0 & w=\\frac{1}{2} L i^{2} & w=\\frac{1}{2} C v^{2} \\\\\n",
    "\\text { Associação em série } & R_{\\mathrm{eq}}=R_{1}+R_{2} & L_{\\mathrm{eq}}=L_{1}+L_{2} & \\frac{1}{C_{\\mathrm{eq}}}=\\frac{1}{C_{1}}+\\frac{1}{C_{2}} \\\\\n",
    "\\text { Associação em paralelo } & \\frac{1}{R_{\\mathrm{eq}}}=\\frac{1}{R_{1}}+\\frac{1}{R_{2}} & \\frac{1}{L_{\\mathrm{eq}}}=\\frac{1}{R_{1}}+\\frac{1}{R_{2}} & C_{\\mathrm{eq}}=C_{1}+C_{2} \\\\\n",
    "\\text { Comportamento em regime estacionário } & \\text { sem mudanças } & \\text { curto-circuito } & \\text { circuito aberto } \\\\\n",
    "\\text { Pode } v \\text { variar instantaneamente? } & \\text { sim } & \\text { sim } & \\text { não } \\\\\n",
    "\\text { Pode } i \\text { variar instantaneamente? } & \\text { sim } & \\text { não } & \\text { sim }\\\\ \\hline\n",
    "\\end{array}\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Kpk0iX3KUJIf"
   },
   "source": [
    "### Divisores de tensão e corrente com indutores e capacitores\n",
    "  \n",
    "Determine as expressões para os circuitos divisores de tensão e corrente ilustrados na figura abaixo.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "aiCwk3jWUJIf",
    "outputId": "b77869d8-a01f-43e0-bb9d-44b55300b2c5"
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   "outputs": [
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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 2,
     "metadata": {
      "image/png": {
       "width": 700
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"./figures/J10C1.png\", width=700)"
   ]
  }
 ],
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  "colab": {
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   "provenance": []
  },
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   "formats": "ipynb,py:light"
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   "toc_position": {
    "height": "calc(100% - 180px)",
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    "top": "150px",
    "width": "200.475px"
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}