tinh bu toi uu cong suat

... bjiD iDiiRXZZ Z Z TN g g Q UU ∈∈⎡⎤⎛⎞⇒ =− −=− + +⎢⎥⎜⎟⎢⎥⎝⎠⎣⎦∑∑ ()22D 2. . . . . 1 0,03. . . . . .ii iiep q eo bpeiD iiiRQ X QTN g g N q T Pg N Q UU ∈∈⎡ ⎤⎛⎞++−+−Δ⎢ ⎥⎜⎟⎢ ... . . .2. . . . .ii i iep q eo bpiD iDiibjiiep qiD iDiiQR QXTN g g N q T Pg N UU QRXTN g g UU ∈∈∈∈⎛⎞+−+−Δ⎜⎟⎝⎠=⎛⎞+⎜⎟⎝⎠∑∑∑∑e(1) Xét trong khoảng thời gian tính toán ... 1 0,03. . . . . .ii i iep q eo bpeiD iDiibjiieqiD iDiiQR QXTN g g N q T Pg N UU QRXTN g UU ∈∈∈∈⎛⎞+−+−Δ⎜⎟⎝⎠⇔<⎛⎞+⎜⎟⎝⎠∑∑∑∑ (2) Để xác định vị trí bù tối ưu cho LĐPP,...

... bjiD iDiiRXZZ Z Z TN g g Q UU ∈∈⎡⎤⎛⎞⇒ =− −=− + +⎢⎥⎜⎟⎢⎥⎝⎠⎣⎦∑∑ ()22D 2. . . . . 1 0,03. . . . . .ii iiep q eo bpeiD iiiRQ X QTN g g N q T Pg N Q UU ∈∈⎡ ⎤⎛⎞++−+−Δ⎢ ⎥⎜⎟⎢ ... . . .2. . . . .ii i iep q eo bpiD iDiibjiiep qiD iDiiQR QXTN g g N q T Pg N UU QRXTN g g UU ∈∈∈∈⎛⎞+−+−Δ⎜⎟⎝⎠=⎛⎞+⎜⎟⎝⎠∑∑∑∑e(1) Xét trong khoảng thời gian tính toán ... 1 0,03. . . . . .ii i iep q eo bpeiD iDiibjiieqiD iDiiQR QXTN g g N q T Pg N UU QRXTN g UU ∈∈∈∈⎛⎞+−+−Δ⎜⎟⎝⎠⇔<⎛⎞+⎜⎟⎝⎠∑∑∑∑ (2) Để xác định vị trí bù tối ưu cho LĐPP,...

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 3bu3 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 6bU+ SJOcAbVHPs9lsly9fFjNXuV0lSfQPLC8vVygUJpOJ2+33nsPh8PHxcQ6roEDcNfCKi4tzc3MlSTp16lRGRoafn19UVBS7EB5GzOVhNBrdsUlQjJ7+7bffxIQy7E0QeLfrwoULR44cOXLkyNatW8+fP9+mTRsxylKSpMTERKVSqdFo8vPz27Zt279//+jo6JiYmAceeICdCvdlNptFF0dxG8wdb+PJZLKioiLpvye+Agi8W9XK33333ZdeekmpVM6dO3fTpk3h4eE37HFUXl6+ZMmS999//+jRow0bNly1alX//v3Zr3BTYs2E0tJSlx14/rvEnJDOhWwA1+GK11+bN29u3br1qlWr3njjjUOHDr3++uuNGze+Wf9aPz+/119//fDhw4cPH+7ateuwYcMSEhLcdwATIJPJvL29vb293fTzOxyOBg0aVO96ChB4N5CdnT179uzk5OSkpKQTJ068+uqr7dq1u83XdujQYcOGDefPn9fr9TExMV999RV7F+6YFna73cfHJzg42B2v20RLrFgfgFHPIPBu+j3Ztm3b0KFDDQZDamrqX/7yl1v0L/rqq69u1t02NDT0k08+Wbx48eLFi5955pmsrCz2sWewWCyrVq3auXOnx1fvxFyUFovFHUcNi+kcz5w5I25GctyCwLuBZcuWjRo16quvvlqxYkWDBg1u/eQpU6aYTKZbfOWefPLJ1NRUf3//Xr16ffLJJ+xmDzB58uSTJ0/Gx8c/+uijf//730tLSz32OymXV1RU6PV6N+3xITKP7iog8G7sgw8+eOuttw4cONCmTZu6ek9/f/+lS5d+8cUXixYtSk9PZ0+7uwYNGrz33ntHjhz54x//uHr16oiIiPHjxx88eNDztlSpVFZUVJjNZndsEhSLvfn7++t0Opo04XJfrvv+CVasWDFr1qy0tLRbpF1WVtamTZuc/zUajX/961/Fkhw6nW7GjBk3e+HAgQNzc3OHDRt26NCh8PBw9re7CwsLmz59emJi4rFjx7755psBAwZ4e3s/88wzEyZM8IxBmaIrv91ud9NOK+LDX7lyRYw954gFgfcfO3bsSEpKWrFixcMPP3yLpwUHBwcHB4uVoMXcDb169dJoNHl5eS1atLj1n5gyZcrVq1cTExM3bNjA/vYYDoejtLRUzOtRVVXlMf1yxbIJKpUqICDATVsFRSVPYhwe3DTwjh8/vmLFimsebNWq1axZs8TPr7/+emFhoTjK+/btO2rUqNv881u2bOnVq9ezzz5766cFBwdPmjTJ+d+//OUvPXr00Ol0t/lXRo0atWjRosLCQucinHBrn3zyyfPPPy8q99OnTw8JCfGYTVOpVCIw2rZta7FYrllZVESI6Aap0+kMBoNWqzWbzSaTydfX95pxb2J1GOc72Gw2q9Xq5eVlNBqrrxoq5l1Uq9Vms1mtVot1G1QqldVqtdvtYn0+tVrtcDhMJpNYkN0557Ver7+mJupwOMSkYiqV6nfHEYq/KN5KNOE6Fwp3ricuSZKYaNtqtYq/61yg1W63iwfFu4kHxedXKpWVlZUajUalUlXfXpvNZrFYqm++5xG7TFwCWq1WZherceD5+vq2bNny73//u7PT48KFCx966CHnE7p06fLRRx9t3bq1Q4cO/fr1u/0/n5KSsnz58rs9Xqdly5Z9+vSZOnXqxo0b2eXuS6/Xb9++/c0338zLy3vttdfi4+NjYmI8svIql8v9/PyuX0fb4XAYDAYvLy+xGLdYCFsul99wxW2x0qwzV8TsLZIkaTQao9EoIkStVouzvzM5HA6H+MF5ohTVaOe7GQwGkWrOc2utq3FqtbqkpCQwMFD8XFVVJbZIJJxzrhlxESD+lclk4o+KKaqdsepcUFDMUyPOWiIUNRqN6OMmnu/ZaSeIRgKxyZw3ahx4zZo1e+GFF0aOHNmlS5fCwkLxnXnsscecTxg8eHBpaenp06fT0tJu/95DXl5es2bNnnjiiZp+6NjY2Jpetjz22GMzZ84UV8TsdfdSVFSUm5v7j3/848CBAzqdbtasWUOHDhVnSY8kl8stFotWq73+8lysMyeqgA6Ho6ysrLCwUKVShYSEGI3G6tNSOwPS2XPkypUr4uB3Rpr4QyIIlUql3W4vLy/39/c3m81ms1mr1crlchEn4mliMQej0Wg0GkNDQ61W6x1+m8xms6+vb15ensPhCAsLk8vlRqNRpVKJrRZDEhUKhTPkRKqJZd6c866Jx1UqldhY5ylefHiDweDt7e3l5eUsCueig55KlIBoCeA26rVfrtt/atOmTUePHi1+njVrVmZmpvNXOTk5s2bNmjt3bo3utP/5z39u165dLXbJ7t27azoLe3x8vFKpPHz4MLvcjaSmpk6cODE6OjopKWnYsGE///zzzp07J0yY4MFpJ/27aU6c4q/5laiHiaWFcnJynn/++QULFjz33HPPPvvs4MGDr3my0WgU7ZBqtbqwsPBPf/rTQw899Ouvv4psMBqNot1P5MqVK1csFou/v39ZWZmo9ikUCrPZLOpzIjDMZvOJEyfmzp371FNPFRcXK5XKO+xKqlar161bN3bs2IkTJ/bq1euVV17Zt2+fqEqKTyWmKCsvLzeZTKI0ZDKZxWKpqqqyWq2iiERGGgwGEYeicEQ10Wq16nQ68YNzklKP7zsqishisZjNZu6h1j7wJEn6y1/+4lzKZM2aNc7HU1JSevbs+fTTT9fo3SoqKnr06HFvtjM4OFihUJw8eZJd7haWLFnSvn37qVOnNmzYcP/+/bt3746Li6snl6uiWlNVVXV9RURElCRJxcXFw4cP379//8yZM9evXz948ODLly9fn45VVVWlpaWVlZV+fn5xcXH5+flFRUU2m81ms5WXl5eVlYkZO61Wa3Bw8NWrV8vLy8Vi60qlsqioyGg0lpSUiGCTyWR6vb5hw4YREREHDhwwm83iaXdySj1x4sScOXPGjh37zTffrFmz5scff7xw4YIkSaWlpeJtLRaLWDtQ1OrkcvnVq1dFCVRUVIgpqkXdVKVSiUdENIqPp1arS0tLRfCLrRDNfR5/CNWTlttaqFnDYGxs7IIFC6ZPny5J0nvvvZeQkBAREeFwOL777rtVq1bVYu2re3lDdc6cOcXFxexyV/bll1/+9a9/PX36dLdu3ZKSksaOHVtXp6esrKzp06fb7fYGDRpER0cfOHBgyJAhzz///MSJE8+fPy9J0qhRoyZOnOgKhWCz2cxmc15enmiOq/4rs9ks+mrpdLqqqqpLly7169dv5MiRc+fOvf525vLly7OysvLz8zt06PDSSy/5+fmZTCaNRiOTyd57773t27c3adIkNzd39uzZcXFxixYt+vHHHwcMGPDpp5/+9NNPJSUlr776qtVqLSwsnDNnTrdu3bZs2bJ06dKoqKgjR47YbDYxI4zobHLDO4i34+TJkw6HY+XKlfn5+U8++eTOnTsLCgqMRmNAQIDRaDQYDBs2bNi5c6eYeuatt95q2bLliy++mJKS0r1799LSUm9v74SEhF69ehUXF3/22WcZGRlWq3XSpEkDBgwYN25cTk7OiBEj/vWvf+Xl5S1durRfv37Om3wef8Ek5mKlu8oNOGquS5cu4rUxMTGFhYXx8fFvvvlmLd6na9euGzdudNwrLVu2XLBggQMu7KuvvurcubOvr+8TTzzx4YcfXrlypQ7f/PTp0/PnzxdVhz59+ogHs7Oz27Zt+8knn+j1ehcphMrKyrfeeuvo0aNms/maX9ntdvE5zWbzL7/80rBhQ/FNbNu27T/+8Q+Hw1FcXCyaGZOTk9Vq9ZEjR/7whz8EFOp2wQAAIABJREFUBQU5HI7169d7e3sfOnSotLTU19d30KBBYnXJTp06HTt2TKvVduzYMTc3d8KECRUVFRERES1atNi/f39wcPDgwYMdDkerVq0ef/xxm802Z84ctVp99uxZk8kkPsk1n9But8+YMWPEiBHOe4234LymCQoK+uijj8ScauXl5Xa7/ZtvvmnUqNGIESOqqqoefvjhCRMmOByO5ORkLy+v3r17p6WlBQQENG/e3OFwDBkyRK1WFxcX//Wvf42Li3M4HJMnT1Yqle+88877778vSdLYsWOtVqvzJt/vevbZZ7/66qvbf75LsVgsTZs2feeddzifXK82zRHPPfec86p54sSJu3btmjZtmvO3ubm5Gzdu3Lhx465du0wmU1VV1S3e6uzZs/cs2vPz83930B7ur9GjRx86dKi8vHzIkCGrVq3q2LHjyy+/XFBQUCdv3rJly1deeaVVq1aSJO3fvz8/P1+SpEuXLoWFhT333HOu05tJdKYPCgq6vi4iemaKAQN79uzZuXPnF198kZCQcPr06RdeeCE9PV2n04mG0H/+8582m02r1W7YsGHv3r2SJJlMJjGYYd++fXq9/rHHHlOpVGq1+sSJEz4+Pv3798/Ozu7Zs6dWq01PT8/Ly9Pr9VlZWf369evevXthYWFubm5QUJBcLm/SpInVavXz8xNtiXdSYTp37tzMmTM///zzQYMG+fn5JSQkLFq0yOFwaDQas9l8+PDhCxcutGzZUqlUNm7c+MCBAyLsTSZTo0aNYmNjO3funJ2dfeTIkd27d8vl8vfff//YsWNBQUFVVVVipMqUKVNCQkLkcrnIZrGapmjY9GAKhaKkpETMNkwvzWvUJvAee+wxZyPGt99+O3XqVGcngsLCwh49eiQlJS1evHjw4MGPPPLIkCFDbvY+o0aNEk3294C4Oe+8IoaLmzp16oEDB4YOHfr2228//PDDM2fOrKvzVLdu3SRJMhgML7zwgt1uf//997t27eo6Gy7ulom+/jfsXmE0GhUKxZUrV6ZOnWqxWAYOHLhs2bLhw4cXFRWJXp1iIbrOnTvLZLL9+/eLwXOiK6MkSeXl5WKIgrjFpVarxc2tl1566bXXXrt8+fLnn39usVgCAwNVKtXAgQNXrlzZr18/X19fPz8/0fGvuLhYp9OdPXvWarWKXqO13tgPP/xw+/bt48aN27p163fffWc2m7Ozsw0Gg0qlUigUwcHB4jpVrVZrtVofHx/RwCuXy8WdxatXr4oHQ0JCtFpt7969P/jgg+TkZJ1OV1lZKZfLfX19y8vLdTpdSEiI83ZjrRtg3ahJU5IkrVbrpgsIu1zgRUdHL168WBRlq1atnDN7FRcXd+/e3dfX99ixYz///HNaWlq7du3y8vJu9j7t27e/ZzW8HTt2mEym6OhodrkbXaguXbr0+PHjTz/99IYNGwYOHLht27ZbNxjcDucV2Ndff7169eqNGzeOGzfOpW4xOM/p11+ei2YZ6d9r5o0dO/brr7/euHFjXl5emzZtWrZsqfi32bNnR0REvPLKK0OHDp0/f/7Jkyd37dql0Wj27dvXqlWrrl27fvnll++++25lZeWIESMsFku/fv0sFsuwYcMiIiIaNmzYu3fvvLy8Ll26jBs3bvfu3Vqt9oknnvjXv/6VlJS0efNmi8Xy7bffij4jd3Ih0rt37xUrVkybNm3nzp1ff/216FkjelvIZLIhQ4Z07tx5z549K1euPHLkiNhxotX04sWLixcvzsjI6NatW/PmzV944QW9Xp+UlNS3b98tW7ZcuHDh4sWLZrN569atOTk5RqNx//79hYWFYlh9ffju+Pr6BgUFMZfp9WS1rvM+9NBDR48eXbZsWUJCgnjk6NGjDz30kFqtXrJkyciRI8WCXh9++KHzCddr3Ljxv/71r7Zt297t7Xz22WdPnjx54MABdrk7MplMp0+ffvPNNw8ePNiwYcMJEyaMHj26doMTrFbrlClTxBoaXl5eGzZsuEUjxP3KvGXLloWGho4aNeqaBkPn1Cd2u13k0OXLl41GY/PmzVu1aqXT6USffrPZ7OXllZubm5qaGhIS0qJFizZt2hw7dqy8vFySpB49ely8eDE1NVWtVnt7e4sBtceOHSsuLi4sLGzbtm2vXr3Ky8vT09NPnz7drl27du3aaTSawsJCMRxIjG8LCgrq0qWLGP9evXOEOJ/MmjUrPz9//fr1t65hXL58+fDhwzab7erVq/7+/i1atGjVqpUYKi7quKdOncrOzhar6/Xp08fX13fevHnz58/v06fPM888Y/l/7Z19cBTl/cD39d7fckcu7y9KCCJJCIlEMTUitIECtsFgnKYNiJVa7Ax2YiszZaY4AbEwTAiJ1qbWmsQgamNbYILKQCISi0jFkhgRSHhJSMjr5d727nb3dvf3x7fu3C9RinCX3JHn8wdD7vb2nt1n7/k+33eeX7p0aXx8vN1uP3369JUrVwiCWL58eVRU1L59+zwez4wZM6AMDUVRK1asiIqKgjig/6n3PPHEE0uXLn3ssccisToax3F33XXXnj17li9fjvLwsG/cM94Eu3btmj17NuxD5aAA2VygUqmWL1/e3t5+/ZOsWbPm/vvvBwt76Ojo6IiNje3s7EQ+20inv7//5ZdfzsvLM5vNmzZturk55Xke6gSVlpZODBhpamrasWPHjh07Kisr+/v7J/8aWZbdtWvX7373O4izGIfdbodLkCQJDoB/IZ4FIlZ4nne73T6fD5KxwPXl8XggQN/tdsMrfr/f4XBA1Mnw8LAoimD5t9lsEK/h9/vhJAzDQJ47FO6Cj3AcB0fedNCK0+mEYcDlwCD5r4HRSpIEOYIwhscff1yr1f7oRz/iOA5qqPI8D0PlOA66TMAw4OQQ4QmxJze+zkR00IrP54uJiWlubv7G5wcFrdwk5eXlX375pclkkl+ZNWtWV1fX0qVLSZL0+XyHDh2aN2/e6tWrr6NEvvjiix0dHevWrQudc5VhmBdffHHt2rV333032t9EOnFxcU8//fSJEyc++ugjURQXLVoUGxu7fft2r9d74yehKGrx4sUYhv3gBz+QX/R6vZs3b46Ojq6qqrJYLD6f79NPP505c2ZRUdFkhlbJnY0LCgqgetY4DAYDVNCAcl/yv7DLhDqTJElqNBrw1VEUpVKpIBIE6nVpNBpQoSRJ0ul0UD/FYrGIogg5DwaDAeJi4ItwHAczI7jxsK+ziWiaHqdkwzB8Ph+O45A8J/5/5B02CBKtVgtfIZdWUSqVcvI4JMhjGGYymcBO63A4VqxY8eqrr0LcHLj0wG1JEARFUXIsPo7jUFqMIAjIxADv3Y2sM3Dh4EOVRTggfBdAlsNNECYXiqLsdjtkWMKeAIYh743gSmGjAJsY2csLdyCwArj87MnTB7U6gzVa+UbB1iTwIZlYe2HKNLyJ9PX1/f3vf5ckqaenZ+/evatXr4aAsZ07d17nUwcPHjSZTLCfCgXl5eX5+fnDw8Nod3PbIIritWvXKisrS0pKdDrdE088ceTIke90hoGBgZ07d8pbYLBzYhh23333BcbZV1RUYBiWnJzc3d09aVfn8Xj27NnT19cHOs3k3E9YXGCVGafWgMrI87x8AKySoFR5vV6v1yuvm6ARbty4EdIJrv+9sli9EQL1FVjBr39Fgfj/P+K3A6nuTz755FtvvRW5GlJ0dHRzczPo6zBTcpwqlM5hWdbr9U68+TDXsqYovwiAfZhlWflhCAoDAwPyUBmGGRwclHXxiZk5t0gwMxOHhoa2bNly7733JiUllZaWlpaWPvPMM9XV1Uaj8TqfWrlyZUtLS1lZmd1uD2yJcOvwPL9169YTJ04cOnQoUBNFRC4QrV5dXf 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 9bU1 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 3bu3 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 6bU+ 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 9bU1 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 3bu3 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 6bU+ 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 9bU1 Oj1egg/CROBJ6eCkSTZ0dEBsTBWqxW6CVosFpqmk5OTx9WUQQSLjo6ON954o6amBvpPQY5sCNWpiKOsrAzZAW5jRkdHa2trExMTs7Ozq6qqent7b6erk01/HMedPXs2NTV13bp1CQkJjY2N4dOi6DqA9ZVhGJZlv/zyS4PBIDfFBL97c3OzJEmPPPLIyZMna2trjUajSqU6ePBgQ0OD1Wr96quvQMAEPcXq5ggcBjgR09PTY2Nj4+LicBxPT09PSkpauHAhWJuRSTMUnDx5Mj09XavVVlRUtLa2hvS7IlLgPffcc+gpmQ58+OGH3/ve98xmc1FR0aFDh26Pi2JZluM4EBtNTU0kSVZVVWVkZBQUFEREpjMs+mNjY4IgQPNxq9UKMuz8+fM0Tefl5bEse/XqVUmSjh49CkFG7733nsfjOXDggMPhgGD3MLkcuU+ez+cbHR1dtmzZ2bNnGxsbMQwzm80ej6elpaW4uBgqukVipbGI4NFHH4Xw3VB/UURq6JNZ6gkxhTz44IPHjx9vamp6+umnu7u7f/jDH94GFwWlsMCh1dXVBYH+MTExn3zyiRQJ3ctwHIem5HAVkFFAEITP50tOTlar1e3t7YIg6HQ6uTwHdDBXKBQPP/ywbMmUwqN5DfgXwVxpMBhefvnlO++888SJEziOMwzj9/sfeOCBlJQUtVotuyERwQVaOEmSpNFo5Ez5EEFE4g269R4xiAhi9erVXV1dobXsT64DTHbUpaWlQYD4F198sXjx4kgpzK9SqUBDhTpVMGxIWE5NTaVp2uv1Go1GCMuU/V4QEC//GT6t2qCGCNRYiYuLc7lcEEmkUCi0Wq0oisnJyZCYiBruhAJoJszzfHV1dXt7e2i3m+h2IyLiJzHJ0SshFXiwevI8P3fu3Ly8vK+++spgMPz+97+PCA0PNDNJkiBD3GAwuFwuQRBomj5y5Eh3d3deXh6YMZVKpclk8vv9drsdolSCnFMVAiBXD5Q5l8sFOXkg56CYC/oxBh1BEKAjFTSoQgIPgbitAJkBJZQ++OCDy5cvUxSVlpYm13sMZ+Q6nH19fc3NzV6vF8fx+vr63t7ew4cP5+bmvvDCCyqVShCEsbGxAwcOKJVKSZI+//zzgoKC8J8ayEMAPyVFUQqFAvRXSFdAUZqhgOO4n/70p6WlpRzHhVrvR/OHQEwqkJ0mZyAwDJOSkqLRaDwez+QUc7lFoFIl5GLrdLo//elPM2bMSEhI0Ol0BQUFBQUFUKEDKutnZ2e/9tpr4OeLCGnh8/muXbvW2toKytybb75ZXFxssVjkQtvIjRcKrRoK1U5CWg4eEVaUcaxdu7a+vh49KNOKTZs27dix4/a4FrnEIqh6UApSqVRC7nP4Dx7HcZfLBfW6tFotVF2B7DpIYQQtFhwz4B4D+RH+Mg+urrOzU6vVgmyLiYkBCy2YNJGSFwqgNB24t0NROzCyNbzY2Fj0iEw3JrladKiVpP/uN3EcC2jaEv7STh48TAf45FQqlRxZN65SjHylkSInYMCZmZnfvFwiaRcyJW9ybm9ERmlC9g8CgUAgELe5wIMqmggEAoFA3OYCz+PxoJlDIBAIxO0v8CIlPxeBQCAQSODdErNmzUIzh0AgEIjvREQGHdlsNjRzCEQYMi7NKXzqhyEQkarhRWLuIAKBQCCQwPvOeL1eNHPTjZ6eHnQTEAjEtBN445JbEdOB5ORkdBMQCMS0E3jIh4dAIBCIaSHw4uPj0cxNNxwOB7oJCARi2gm8kLbERYQnEVFnEgGt8mpqaurq6iI3uGxsbAxDliQk8MIE1IZxGnL58mV0E8IfSZI4jhscHHQ6nZEo8GD8r7/++sjIiMlkQi3ObzMiMg/P6XSimZtuILU+UjQ8kiRZloWm4ZE4foVCcebMGQzDCIJAGVBIwwuLhxLN3LR7UlE9uQjRkEiSJAiCoqhIVI9gzGazWafTyb39EEjgTSUoaGUacvHiRXQTIgWO4yLU7wD7Kp7n3W43TdNIw0MCb+q5cuUKmjkEIgzBcRziVrCA7q+RNX5JkpxOp8PhQCbN2w8qQn9UaOYQiDBEkiSwauI4DuZBjuMwDBseHu7q6jp37hzP8xiG/exnPzMajVNlpu7u7m5sbNTr9cnJyVlZWUajUa/Xa7VaQRBgbaEoCnzGaKlBAm/q6e3tRTM33UDldSIRgiA++OCD11577V//+hfDMCRJWq3WJUuW1NTU9PT06PX6KRkVz/MjIyNtbW3Xrl0jCCI+Pn758uUlJSVZWVl6vV6pVJpMJpPJhKYPCbywYMGCBWjmphspKSnoJkQcY2NjixYtys3NPXbs2N69e3t7e3U6XXx8fFFRUUJCgiiKUzIqm822fv36/v7+O+64o7CwMCkpKS8vLy8vT6fTwQGCIIB6ijQ8JPCmHpZl0cwhDe8W6ezsBPPaRLKyslBQaFAwGAwYhul0uuLi4uLiYofDMTY2dvHixcTERLPZPIXiZPPmzampqTNmzNBqtUqlUo5VAacdTdNyxAqSeUjgTTFGoxHN3HSjo6MjiGfr6up66qmnvvjiC4ZhoqOj9Xp9b2+v1+s1GAzp6em1tbU5OTnongdtlaEonudxHNdoNEajcc6cORiGMQyj1WqnZDwmk2nZsmU+nw/HcRBsfr9fkiSCIAiCEEVRp9Ohyj5I4IULqKziNCQzMzOIZ0tLS2traxMEAZY5HMdFUZQkCfKm0d2+FSBcBQJA4PaCgk4QhEql4jiO53mCIECiwGGCINA0DZkMcpwnjuOyni1JkiiKoiiCfALgLZIk4U8IqhQEgaIoOBimElQ02Xwq5wgqlUocx1mWVSqVoijCd8EHbTYbwzAqlQo9DEjgIQ0PEfEanrxWfuP/Ebci7SRJevDBB+VwR1nMwH8CTYWg5PE8T9O01+tVq9Uej0ej0QSekGVZ+CxN0yRJCoLgdrs1Go0kSQqFAsMwn88n/18URYqiXC6XWq2Gr/Z4PCDh4E+WZRUKRaC9Gkzl8is4jnMcB5Gl8HXowUACb4rxeDxo5qYb49ZBRNgiiuLKlSv7+vpktSnwLVnlwnFcq9UyDCOHhwwMDMTGxoqiiOO41+tVqVRgY6RpGj7u9/txHDcajaD/jYyM8DwfFxeHYRjP8yRJ+nw+UCLhzFqtFh4bUAFFUVQoFNf3yeE4TlHUvffeC3IOuXKRwEMgEIhvRRAEhUKRnJw8MWsbRCCIHEmSHA6HRqPp6elJTU1VKBSxsbEXLlxgWTYjI0OlUoGdGcyPvb29NpvNZDK53W6CIARBSE9P1+v1JEm2tLTcd999oDgqFIrW1laLxdLX14fjuMvl0mq1HMeZzebk5GQwfsqmzm9EkiSlUllaWkqSJM/zsoaKuD2IyP0L2uxPQ5BaHyngOA7euIlyJVDa+f1+k8m0adOm3bt3u1yugwcP/upXv1qyZMmrr76Kfe3bw76uRj0yMlJcXDxz5szCwsKampqysrLs7OwjR45QFPXZZ59lZWWdO3cOx/Gurq5Vq1Y1NDRs2LAhKysrPz+/qqqqrKzsySefBMeh1+u9vokSx3GPxyPHaqJuCUjDm3rOnz9/+vRpNHnTim9LIUCEFZIk0TQNkSATHWCBQSh+v//cuXP79+9vbm62Wq1Xr1797LPP+vr6wIAJR8rHz507Nz8///Llyzk5ObW1tUePHl22bNm2bdvUanVZWdnHH3/83HPPvfHGG2az+ec//3lFRcW+fftOnjyZlJT0l7/85eOPP66oqAAZfCPJLSDnQLdDOQlI4E098+fPb2pqmrg1C2Lhu5s4W3A/8j/PNvGAyRkzhmG9vb1JSUkhHYDT6YQULpkf//jH6OcaEYiiCHJlovEQYiBBjHV0dJSUlNxzzz3p6ek+n2/9+vUpKSmPPfaYvLkhCMLv9/M8r1QqFQoFFGqBMyxevHjlypUHDhz461//WldXV1dXl5qaunXr1m3btj377LNqtdrtdkuS1NfXRxDEwoUL//znP0NSORhIr6PkQSCofBgSeEjgTT3PPPMMmjkEIgyBpAJZVZp4gCxIjh49euXKldWrV+M4rlKpBEGwWCx+vx+iMb1eb0tLi9vtjomJMRgMmZmZshx1u916vd5qtSoUivb2dlEUTSZTRkZGfX39hg0bEhMToRKmQqEQRZFlWY7j7rzzTnkA1zdpgjCWs1NQ0AoSeAgEAnGT4hC0NJIkL1...

... (4.12)Với:(4.13)(4.14)∑∑∑∑∑−=−≠=−=−=−≠=−−+++=Δ2n1i1n)ji(2jjijiij1n1i2n1i1n)ji(2jjijiij2i2iii)QQPP(C2)QQPP(B2)QP(BP∑∑∑∑∑−=−≠=−=−=−≠=−−+++=Δ2n1i1n)ji(2jjijiij1n1i2n1i1n)ji(2jjijiij2i2iii)QQPP(F2)QQPP(D2)QP(DQijjiijijijjiijij2iiiiisin UU rC;cos UU rB;UrB δ=δ==ijjiijijijjiijij2iiiiisin UU xF;cos UU xD;UxD δ=δ==Vậnhànhvàđiềukhiểnhệ thống điện–TS. ... điện–TS. Huỳnh Châu DuyChương 4 – Điềuphốitối ưucơngsuấtphát(tiếp theo) 14* Ràng bu c:Có 2 điều kiện ràng bu c:-Cân bằng công suất từng giờ trong hệ thống.-Cân bằng nước cho từng thủy điện.Vậnhànhvàđiềukhiểnhệ ... coi cosδij=1, sinδij=0, do đó: Bij= Bji, Dij= Djivaø:(4.15)(4.16)(4.17)0F; UU xD;0C; UU rBijjiijijijjiijij====∑∑−=−=+=Δ1n1i1n1jjijiij)QQPP(BP∑∑−=−=+=Δ1n1i1n1jjijiij)QQPP(DQVậnhànhvàđiềukhiểnhệ...

... ưucôngsuấtphát 1019Mô hình bài toán như sau:Hàm mục tiêu:Tổng chi phí sản xuất của hệ thống:(4.2)Ràng bu c:Cân bằng công suất trong hệ thống:(4.3)Công suất giới hạn của mỗi tổ máy:(4.4)Vậnhànhvàđiềukhiểnhệ...

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... tông x Lcống x Đơn giá) + (Diện tích cốt thép x Lcống x Đơn giá) (đ)2.2. Các điều kiện ràng bu c: (Tính duyệt)ã Mmax Mghã at 3.3. Cực tiểu hoá hàm mục tiêuGTmin = f(X1, X2, ... ngẫu nhiên (HNN)Phần5: Thân chơng trình chính- Gọi các chơng trình con- Kiểm tra điều kiện ràng bu c- Tính toán (kiểm toán), xác định : t, với hàm mục tiêu: Gtmin- In kết quảTài liệu tham ... phép của cống: =0.02 cm- Đơn giá BT, đơn giá thép- Giới hạn cuả các tham số5.2/ Điều kiện ràng bu c:ã Mmax Mghã at Hồ Anh Cơng, Cao học XDCT Khoá 10Giá trị Chiều dày thành cống (t),...

... 449.47 426.79 238.79 115.83 310.95 [0.50] * ETo data is distributed using polynomial curve fitting. * Rainfall data is distributed using polynomial curve fitting. **************************************************************** ... 502.99 641.65 16.93 15.97 625.68 [1.03] * ETo data is distributed using polynomial curve fitting. * Rainfall data is distributed using polynomial curve fitting. ************************************************************...

... 10-30 phút. Theo chiều dài, mỗi ngăn lại được chia thành nhiều bu ng bằng các vách ngăn hướng dòng theo phương thẳng đứng. Trong mỗi bu ng đặt một guồng khuấy. Các guồng khuấy được cấu tạo sao...

... - Dòng điện ngắn mạch xác lập I∞ - Dòng điện xung kích ixk Ta sử dụng phương pháp đường cong tính toán để tính dòng điện ngắn mạch. Để tính toán ngắn mạch đơn giản hơn ta chọn các đại ... không được đưa vào sơ đồ, không phải là ta bỏ qua ảnh hưởng của nó mà do trong phương pháp đường cong tính toán chúng đã được tính đến lúc xây dựng sơ đồ. Đồ án thiết kế nhà máy điện Trường...