Python Comtrade is a module for Python 3 designed to read Common Format for Transient Data Exchange (COMTRADE) files. These consists of oscillography data recorded during power system outages, control systems tests, validation and tests of field equipment, protective relaying logs, etc. The COMTRADE format is defined by IEEE Standards, summarized in the table below. Some equipment vendors put additional information in proprietary versions of it. This module aims IEEE definitions but may support those proprietary versions.
Standard | Revision |
---|---|
IEEE C37.111(TM)-1991 | 1991 |
IEEE C37.111(TM)-1999 | 1999 |
IEEE C37.111(TM)-2013 / IEC 60255-24 | 2013 |
pip install comtrade
Or just copy comtrade.py
from this repository.
The examples below shows how to open both CFG and DAT files or the new CFF file to plot (using pyplot
) analog channel oscillography.
Comtrade files separated in CFG and DAT formats can also be read with Comtrade.load
. A CFG
file path must be passed as an argument and, optionaly, a DAT
file path too (if the file name is not equal of the CFG file).
import matplotlib.pyplot as plt
from comtrade import Comtrade
rec = Comtrade()
rec.load("sample_files/sample_ascii.cfg", "sample_files/sample_ascii.dat")
print("Trigger time = {}s".format(rec.trigger_time))
plt.figure()
plt.plot(rec.time, rec.analog[0])
plt.plot(rec.time, rec.analog[1])
plt.legend([rec.analog_channel_ids[0], rec.analog_channel_ids[1]])
plt.show()
Additional header (*.hdr
) and information (*.inf
) files are not supported.
import matplotlib.pyplot as plt
from comtrade import Comtrade
rec = Comtrade()
rec.load("sample_files/sample_ascii.cff")
print("Trigger time = {}s".format(rec.trigger_time))
plt.figure()
plt.plot(rec.time, rec.analog[0])
plt.plot(rec.time, rec.analog[1])
plt.legend([rec.analog_channel_ids[0], rec.analog_channel_ids[1]])
plt.show()
A Comtrade
class must be instantiated and the method load
called with the CFF
file path.
Comtrade.analog
and Comtrade.status
lists stores analog and status channel sample lists respectively. These can be accessed through zero-based indexes, i.e., Comtrade.analog[0]
. The list Comtrade.time
stores each sample time in seconds.
More information can be accessed through Comtrade.cfg
object, which stores data such as detailed channel information.
Data of additional sections, such as HDR and INF, can be accessed through hdr
and inf
properties, respectively.
This module implements some of the functionality described in each of the Standard revisions. The tables below lists some features and file formats and which revision supports it. It also shows whether this module support the feature or the format.
Feel free to pull requests implementing one of these unsupported features or fixing bugs.
Formats | 1991 | 1999 | 2013 | Module Support |
---|---|---|---|---|
CFG file format | x | x | x | x |
DAT file format | x | x | x | x |
HDR file format | x | x | x | no |
INF file format | x | x | no | |
CFF file format | x | x | ||
ASCII data file format | x | x | x | x |
Binary data file format | x | x | x | x |
Binary32 data file format | x | x | ||
Float32 data file format | x | x | ||
Schema for phasor data | x | no |
Features | 1991 | 1999 | 2013 | Module Support |
---|---|---|---|---|
COMTRADE standard revision | x | x | x | |
Timestamp multiplication factor | x | x | x | |
Time code and local code | x | x | ||
Time quality of the samples | x | x | ||
Analog channel time skew | x | x | Partial | |
Analog channel primary and secondary VT or CT ratio | x | x | x | |
Status channel phase and monitored circuit | x | x | x | |
Multiple sample rates | x | x | x | Partial |
Nanoseconds scale | x | x |
- Nanoseconds time base within Python's
datetime
objects (such asstart_timestamp
andtrigger_timestamp
properties). It warns the user but doesn't use it, truncating the numbers. - Use of multiple sample rates in time calculations for binary data.
- Null fields in ASCII data (blank columns).
- Missing data fields in binary data (
0xFFFF...
) are treated as any other value.
https://github.com/dparrini/python-comtrade
Feel free to report any bugs you find. You are welcome to fork and submit pull requests.
The module is available at GitHub under the MIT license.