{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MHKiT Power Module \n",
"The following example uses the [MHKiT power module](https://mhkit-software.github.io/MHKiT/mhkit-python/api.power.html) to compute power, instantaneous frequency, and harmonics from time-series of voltage and current. \n",
"\n",
"Start by importing the necessary python packages and MHKiT module."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"from mhkit import power, utils"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load Power Data\n",
"We will begin by reading in time-series data of measured three phase (a, b, and c) voltage and current. \n",
"\n",
"Note: IEC TS 62600-30 requires power quality assessments on a minimum of 10 minute time-series data, but for this example a shorter time-series is used. \n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
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MODAQ_Va_V
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MODAQ_Vb_V
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MODAQ_Vc_V
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MODAQ_Ib_I
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MODAQ_Ic_I
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"text/plain": [
" MODAQ_Va_V MODAQ_Vb_V MODAQ_Vc_V \\\n",
"Time_UTC \n",
"2020-02-24 18:15:21.499998208 10652.764496 -8499.446320 -1850.166138 \n",
"2020-02-24 18:15:21.500018208 10691.122620 -8428.702576 -1927.626526 \n",
"2020-02-24 18:15:21.500038209 10732.961151 -8364.997162 -2001.269318 \n",
"2020-02-24 18:15:21.500058210 10775.892639 -8304.582245 -2071.241791 \n",
"2020-02-24 18:15:21.500078210 10818.297028 -8248.074066 -2138.016785 \n",
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"2020-02-24 18:15:21.499998208 -23.213654 19.219666 4.023438 \n",
"2020-02-24 18:15:21.500018208 -23.404846 19.181671 4.289856 \n",
"2020-02-24 18:15:21.500038209 -23.493042 19.033966 4.478912 \n",
"2020-02-24 18:15:21.500058210 -23.680115 18.917847 4.858246 \n",
"2020-02-24 18:15:21.500078210 -23.737946 18.702087 5.092468 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Read in time-series data of voltage (V) and current (I)\n",
"power_data = pd.read_csv('data/power/2020224_181521_PowRaw.csv',skip_blank_lines=True,index_col='Time_UTC') \n",
"# Convert the time index to type \"datetime\" \n",
"power_data.index=pd.to_datetime(power_data.index)\n",
"# Display the data\n",
"power_data.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Power Characteristics \n",
"The `power.characteristics` submodule is used to compute quantities of interest from voltage and current time-series. In this example, we will calculate active AC power and instantneous frequency.\n",
"\n",
"### Active AC Power\n",
"To compute the active AC power, the user must provide a `power_factor` for the efficency of the device. \n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# First seperate the voltage and current time-series into seperate dataFrames\n",
"voltage = power_data[['MODAQ_Va_V', 'MODAQ_Vb_V', 'MODAQ_Vc_V']]\n",
"current = power_data[['MODAQ_Ia_I','MODAQ_Ib_I','MODAQ_Ic_I']]\n",
"\n",
"# Set the power factor for the system\n",
"power_factor = 0.96 \n",
"\n",
"# Compute the instantaneous AC power in watts\n",
"ac_power = power.characteristics.ac_power_three_phase(voltage, current, power_factor) \n",
"# Display the result\n",
"ac_power.Power.plot(figsize=(15,5),title='AC Power').set(xlabel='Time',ylabel='Power [W]');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Instantaneous Frequency\n",
"\n",
"Calculate the instantaneous frequency of the voltage time-series using the 3 phase voltage measurements. The time-varying instantaneous frequency is a required metric for power quality assessments. "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Compute the instantaneous frequency\n",
"inst_freq = power.characteristics.instantaneous_frequency(voltage) \n",
"\n",
"# Display the result\n",
"inst_freq.plot(figsize=(15,5), ylim=(0,100),\n",
" title='Instantaneous Frequency').set(xlabel='Time [s]',\n",
" ylabel='Frequency [Hz]');\n",
"inst_freq.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Power Quality\n",
"The `power.quality` module can be used to compute harmonics of current. and voltage and current distortions following IEC/TS 62600-30 and IEC/TS 61000-4-7. Harmonics and harmonic distortion are required as part of a power quality assessment and characterize the stability of the produced power. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Set the nominal sampling frequency\n",
"sample_freq = 50000 #[Hz]\n",
"\n",
"# Set the frequency of the grid the device would be conected to\n",
"grid_freq = 60 #[Hz] \n",
"\n",
"# Set the rated current of the device\n",
"rated_current = 18.8 # [Amps]\n",
"\n",
"# Calculate the harmonics\n",
"harmonics = power.quality.harmonics(current, sample_freq, grid_freq)\n",
"\n",
"# Plot the results\n",
"harmonics.plot(figsize=(15,5),xlim=(0,900),\n",
" title='Current Harmonics').set(ylabel='Harmonic Amplitude',\n",
" xlabel='Frequency [Hz]');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Harmonic Subgroups\n",
"The harmonic subgroups calculations are based on IEC/TS 62600-30. We can calculate them using our grid frequency and harmonics."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"