Read Data from Delimited 'MTConnect' Data Files and Perform some Analysis


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Documentation for package ‘mtconnectR’ version 1.2.1

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mtconnectR-package mtconnectR: A package to read analyze data in the 'MTConnect' standard
add_data_item_to_mtc_device Add a new data item to an existing MTC Device Class
calculated_feed_from_position Calculate feed rate from the path position data items
clean_reduntant_rows Removes Redundant Rows in a data frame assuming statefulness
convert_interval_to_ts Convert Interval to Time Series
convert_ts_to_interval Convert Time Series to Intervals
create_mtc_device_from_dmtcd Create MTCDevice class from Delimited MTC Data and log file
create_mtc_device_from_ts Create a MTC device object from a merged time series data frame
example_dmtcd Example data set showing MTC Log data
example_gcode_parsed Example data set showing parsed G code data
example_mapped_plot ggplot object showing mapping between simulated and actual time series
example_mtc_data_item Example data set showing a MTConnect DataItem
example_mtc_device Example data set showing a MTConnect Device
example_mtc_device_2 A bigger example data set showing a MTConnect Device with path position and conditions
example_mtc_device_3 Example data set showing a MTConnect Device
example_mtc_device_sim MTCDevice object showing simulated G code data
example_mtc_sim_mapped MTCDevice object containing actual and simulated data and the mapping
example_parsed_device_xml Example dataset showing the parsed xml for a device
example_simulated_gcode_data Example data set showing simulated G code data
example_xpath_info Example data set showing Xpaths from a device XML
extract_param_from_xpath Extract different parts of a xpath
filter_timestamps_mtc_device Filter MTCDevice object based on time range
getData Get data from the object in a data frame form
getData-method Get Data from MTCDevice/MTCCycle Object as a data.frame
getData-method Get data from the object in a data frame form
getDataItem Get data on one or more data items from the class
getDataItem-method Get the first dataitem
getDataItem-method Get one or more data items from the MTCCycle or MTCDevice using a character pattern
getDataItem-method Get one or more data items from the MTCCycle or MTCDevice using a numeric index
getMetaData Get MetaData from the Object as a list
getMetaData-method Get MetaData from the Object as a list
get_device_info_from_xml Get info on all the devices in the xml file
get_xpaths_from_xml Get XML xpath info
grep_subset Subset a data frame using regex matching on the column name and also on the value
map_gcode_mtc Create a mapping between simulated and actual data
merge-method Merge all data items from the MTCCycle or MTCDevice
merge-method Merge one or more data items from the MTCCycle or MTCDevice using a character pattern
merge-method Merge one or more data items from the MTCCycle or MTCDevice using an index
mergeTS Merges all the data.frames in the list into single data.frame
MTCCycle-class An S4 class to represent the different data items of a device
MTCDevice-class An S4 class to represent a device. It contains MTCCycle class and the slots below.
mtconnectR mtconnectR: A package to read analyze data in the 'MTConnect' standard
parse_devicexml_for_a_device Parse XML file for given device name
parse_gcode Read the gcode and translate it as per the dictionary
plot_twoway To plot the mapping between the simulated and actual versions
read_dmtcd_file Function to load Log data into R as a data.frame
simulate_data_from_gcode Simulate position,velocity and other data from G-code