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fields.js
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var config = require('./config.js');
console.log('Initializing fields ...');
var WINDOW_SIZE = 1000000;
exports.ENRICHED_STORE = 'enriched';
exports.OA_IN_STORE = 'oa_in';
exports.STREAM_STORY_STORE = 'stream_story';
exports.COEFF_STORE = 'friction_coeffs';
exports.SS_TIME_FIELD = 'time';
if (config.USE_CASE == config.USE_CASE_MHWIRTH) {
console.log('Initializing fields for MHWirth ...');
var rawStores = [
//MHWirth
{
"name" : "hoist_press_A",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hoist_press_B",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hook_load",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "ibop",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "oil_temp_gearbox",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "oil_temp_swivel",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "pressure_gearbox",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "rpm",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "temp_ambient",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "torque",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "wob",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "mru_pos",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "mru_vel",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "ram_pos_measured",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "ram_pos_setpoint",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "ram_vel_measured",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "ram_vel_setpoint",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
// for activity detection
{
"name" : "slips_closed",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "slips_closing",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "slips_open",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "slips_opening",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
// NEW USE CASE
{
"name" : "upper_clamp",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "lower_clamp",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "tr_rot_makeup",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "tr_rot_breakout",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_travel_pos",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "travel_forward",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "travel_backward",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_travel_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_spinning_in",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_spinning_out",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_spinner_clamp_closed",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_elevation",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_elevation_up_down",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_elevate_up",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "hrn_elevate_down",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_load",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_fwd_travel_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_travel_pos_fleg",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_travel_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_travel_pos",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_grip_upper_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_grip_lower_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_lift_valve",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
},
{
"name" : "brc_standlift_pos",
"fields" : [
{"name": "time_ms", "type": "uint64"},
{"name": "time", "type": "datetime"},
{"name": "value", "type": "float"}
],
"window": WINDOW_SIZE
}
]
var otherStores = [
{
"name" : "friction_coeffs",
"fields" : [
{name: 'timestamp', type: 'datetime'},
{name: 'coeff_swivel', 'type': "float"},
{name: 'coeff_gearbox', 'type': "float"},
{name: 'interval_start', 'type': 'datetime'},
{name: 'interval_end', 'type': 'datetime'}
]
}
];
var realTimeStores = {
fields : [
{"name": exports.SS_TIME_FIELD, "type": "datetime"},
{"name": "hook_load", "type": "float"},
{"name": "hoist_press_A", "type": "float"},
{"name": "hoist_press_B", "type": "float"},
{"name": "ibop", "type": "float"},
// friction
{"name": "oil_temp_gearbox", "type": "float"},
{"name": "oil_temp_swivel", "type": "float"},
{"name": "pressure_gearbox", "type": "float"},
{"name": "rpm", "type": "float"},
{"name": "temp_ambient", "type": "float"},
{"name": "torque", "type": "float"},
{"name": "wob", "type": "float"},
// setpoint
{"name": "mru_pos", "type": "float"},
{"name": "mru_vel", "type": "float"},
{"name": "ram_pos_measured", "type": "float"},
{"name": "ram_pos_setpoint", "type": "float"},
{"name": "ram_vel_measured", "type": "float"},
{"name": "ram_vel_setpoint", "type": "float"},
// activity recognition
{"name": "slips_closed", "type": "float"},
{"name": "slips_closing", "type": "float"},
{"name": "slips_open", "type": "float"},
{"name": "slips_opening", "type": "float"},
// new use case
{ "name" : "upper_clamp", "type": "float" },
{ "name" : "lower_clamp", "type": "float" },
{ "name" : "tr_rot_makeup", "type": "float" },
{ "name" : "tr_rot_breakout", "type": "float" },
{ "name" : "hrn_travel_pos", "type": "float" },
{ "name" : "travel_forward", "type": "float" },
{ "name" : "travel_backward", "type": "float" },
{ "name" : "hrn_travel_valve", "type": "float" },
{ "name" : "hrn_spinning_in", "type": "float" },
{ "name" : "hrn_spinning_out", "type": "float" },
{ "name" : "hrn_spinner_clamp_closed", "type": "float" },
{ "name" : "hrn_elevation", "type": "float" },
{ "name" : "hrn_elevation_up_down", "type": "float" },
{ "name" : "hrn_elevate_up", "type": "float" },
{ "name" : "hrn_elevate_down", "type": "float" },
{ "name" : "brc_load", "type": "float" },
{ "name" : "brc_fwd_travel_valve", "type": "float" },
{ "name" : "brc_travel_pos_fleg", "type": "float" },
{ "name" : "brc_travel_valve", "type": "float" },
{ "name" : "brc_travel_pos", "type": "float" },
{ "name" : "brc_grip_upper_valve", "type": "float" },
{ "name" : "brc_grip_lower_valve", "type": "float" },
{ "name" : "brc_lift_valve", "type": "float" },
{ "name" : "brc_standlift_pos", "type": "float" },
// // new use case virtual sensors
// { "name" : "tr_rotation", "type": "float", "null": true },
// { "name" : "hrn_spin_direction", "type": "float", "null": true },
// { "name" : "hrn_travel_velocity", "type": "float", "null": true },
// { "name" : "hrn_elevation_velocity", "type": "float", "null": true }
]
};
var enricherAggH = {
'tr_rotation': {
aggr: {
type: 'javaScript',
name: 'TrRotation',
create: function () {
var val = 0;
return {
type: 'javaScript',
name: 'TrRotation',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var makeUpRot = rec.tr_rot_makeup;
var breakOutRot = rec.tr_rot_breakout;
if (breakOutRot > makeUpRot) {
val = -breakOutRot;
}
else {
val = makeUpRot;
}
},
getFloat: function () {
return val;
}
}
}
}
},
'hrn_spin_direction': {
aggr: {
type: 'javaScript',
name: 'HrnSpinDirection',
create: function () {
var val = 0;
return {
type: 'javaScript',
name: 'HrnSpinDirection',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var spinningIn = rec.hrn_spinning_in;
var spinningOut = rec.hrn_spinning_out;
var clampClosed = rec.hrn_spinner_clamp_closed;
if (clampClosed) {
if (spinningIn > 0) {
val = 1;
}
else if (spinningOut > 0) {
val = -1;
}
else {
val = 0;
}
}
else {
val = 0;
}
},
getFloat: function () {
return val;
}
}
}
}
},
'hrn_travel_velocity': {
aggr: {
type: 'javaScript',
name: 'HrnTravelVelocity',
create: function () {
var val = 0;
return {
type: 'javaScript',
name: 'HrnTravelVelocity',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var forward = rec.travel_forward;
var backward = rec.travel_backward;
var absVal = rec.hrn_travel_valve;
if (forward > 0) {
val = absVal;
}
else if (backward > 0) {
val = -absVal;
}
else {
val = 0;
}
},
getFloat: function () {
return val;
}
}
}
}
},
'hrn_elevation_velocity': {
aggr: {
type: 'javaScript',
name: 'HrnElevationVelocity',
create: function () {
var val = 0;
return {
type: 'javaScript',
name: 'HrnElevationVelocity',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var up = rec.hrn_elevate_up;
var down = rec.hrn_elevate_down;
var absVal = rec.hrn_elevation_up_down;
if (up > 0) {
val = absVal;
}
else if (down > 0) {
val = -absVal;
}
else {
val = 0;
}
},
getFloat: function () {
return val;
}
}
}
}
}
};
var onlineAnalyticsAggH = {
'hl > Threshold': {
tick: {
name: 'HlThresholdTick',
type: 'timeSeriesTick',
timestamp: 'time',
value: 'hook_load'
},
aggr: {
name: 'hookLoadThreshold',
type: 'threshold',
inAggr: 'HlThresholdTick',
threshold: 12
}
},
'RAM pos > Threshold': {
tick: {
name: 'RamPosThresholdTick',
type: 'timeSeriesTick',
timestamp: 'time',
value: 'ram_pos_setpoint'
},
aggr: {
name: 'ramPosThreshold',
type: 'threshold',
inAggr: 'RamPosThresholdTick',
threshold: 2e4
}
},
'Hook load 3h mean': {
tick: {
name: 'hlMaWindow',
type: 'timeSeriesWinBuf',
timestamp: 'time',
value: 'hook_load',
winsize: 1000*60*60*3
},
aggr: {
name: 'HlMA',
type: 'ma',
inAggr: 'hlMaWindow'
}
},
'HL rel mean diff': {
aggr: {
type: 'javaScript',
name: 'hlMeanDiffRel',
create: function () {
var MAX_VAL = 10;
var val = 0;
return {
type: 'javaScript',
name: 'hlMeanDiffRel',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var mean = rec['Hook load 3h mean'];
var hl = rec.hook_load;
val = (hl - mean) / mean;
if (Math.abs(val) > 10) {
val = 0;
return;
}
if (isNaN(val)) { val = 0; }
else if (val > MAX_VAL) { val = MAX_VAL; }
else if (val < -MAX_VAL) { val = -MAX_VAL; }
},
getFloat: function () {
return val;
}
}
}
}
},
'HL mean diff': {
aggr: {
type: 'javaScript',
name: 'hlMeanDiff',
create: function () {
var val = 0;
return {
type: 'javaScript',
name: 'hlMeanDiff',
saveJson: function () {
return { val: val };
},
save: function (fout) {
fout.write(val + '');
},
load: function (fin) {
val = parseFloat(fin.readString());
},
onAdd: function (rec) {
var mean = rec['Hook load 3h mean'];
var hl = rec.hook_load;
val = hl - mean;
},
getFloat: function () {
return val;
}
}
}
}
}
};
for (var i = 0; i < rawStores.length; i++) {
var storeConf = rawStores[i];
var storeNm = storeConf.name;
var aggrNm = storeNm + ' (EMA)';
var tickNm = 'emaTick-' + i;
onlineAnalyticsAggH[aggrNm] = {
tick: {
name: tickNm,
type: 'timeSeriesTick',
timestamp: 'time',
value: storeNm
},
aggr: {
name: 'ema-' + i,
type: 'ema',
emaType: 'linear',
inAggr: tickNm,
interval: 1000*60*60*3,
initWindow: 1000*60*9
}
};
}
var onlineAnalyticsStores = {
fields: realTimeStores.fields.slice()
}
// friction coefficients
onlineAnalyticsStores.fields.push({name: "coeff_swivel", type: "float", "null": true});
onlineAnalyticsStores.fields.push({name: "coeff_gearbox", type: "float", "null": true});
for (var fieldName in enricherAggH) {
realTimeStores.fields.push({ name : fieldName, type: "float", "null": true });
}
for (var aggrNm in onlineAnalyticsAggH) {
onlineAnalyticsStores.fields.push({name: aggrNm, type: 'float', 'null': true});
}
var streamStoryIgnoreFields = {}
//==============================================================
// EXPORTS
//==============================================================
exports.getRawStores = function () {
return rawStores;
}
exports.getEnricherStreamAggregates = function () {
return enricherAggH;
}
exports.getStreamAggregates = function () {
return onlineAnalyticsAggH;
}
exports.getInitZeroFields = function () {
var flds = [];
if (config.INITIALIZE_ZERO) {
for (var i = 0; i < rawStores.length; i++) {
flds.push(rawStores[i].name);
}
}
return flds;
};
exports.getQmSchema = function () {
var enrichedStore = JSON.parse(JSON.stringify(realTimeStores));
var oaInStore = JSON.parse(JSON.stringify(onlineAnalyticsStores));
var streamStoryStore = JSON.parse(JSON.stringify(onlineAnalyticsStores));
enrichedStore.name = exports.ENRICHED_STORE;
oaInStore.name = exports.OA_IN_STORE;
streamStoryStore.name = exports.STREAM_STORY_STORE;
enrichedStore.window = WINDOW_SIZE;
oaInStore.window = WINDOW_SIZE;
streamStoryStore.window = WINDOW_SIZE;
return rawStores.concat(otherStores)
.concat([enrichedStore, oaInStore, streamStoryStore]);
}
function isCurrentInterpolation(fieldNm) {
if (fieldNm == 'ibop')
return true;
if (fieldNm == 'hl > Threshold')
return true;
if (fieldNm == 'slips_closed')
return true;
if (fieldNm == 'slips_closing')
return true;
if (fieldNm == 'slips_open')
return true;
if (fieldNm == 'slips_opening')
return true;
if (fieldNm == 'tr_rot_makeup')
return true;
if (fieldNm == 'tr_rot_breakout')
return true;
if (fieldNm == 'travel_forward')
return true;
if (fieldNm == 'travel_backward')
return true;
if (fieldNm == 'hrn_spinning_in')
return true;
if (fieldNm == 'hrn_spinning_out')
return true;
if (fieldNm == 'hrn_spinner_clamp_closed')
return true;
if (fieldNm == 'hrn_elevate_up')
return true;
if (fieldNm == 'hrn_elevate_down')
return true;
return false;
}
exports.getStreamAggrFields = function (base) {
log.info('Fetching stream aggregate fields ...');
var result = {
merger: [],
resampler: []
}
var resamplerFields = onlineAnalyticsStores.fields;
var mergerFields = realTimeStores.fields;
for (var i = 0; i < resamplerFields.length; i++) {
var fieldNm = resamplerFields[i].name;
if (fieldNm == 'time') continue;
var interpolation = config.INTERPOLATION;
if (isCurrentInterpolation(fieldNm))
interpolation = 'current';
if (log.trace())
log.trace('Field %s is using %s interpolation ...', fieldNm, interpolation);
result.resampler.push({
name: fieldNm,
interpolator: interpolation
})
}
for (var i = 0; i < mergerFields.length; i++) {
var fieldNm = mergerFields[i].name;
if (fieldNm == 'time') continue; // time field
if (!base.isStore(fieldNm)) continue; // enricher aggregate
var interpolation = config.INTERPOLATION;
if (isCurrentInterpolation(fieldNm))
interpolation = 'current';
if (log.trace())
log.trace('Field %s is using %s interpolation ...', fieldNm, interpolation);
if (fieldNm != 'coeff_swivel' && fieldNm != 'coeff_gearbox') {
result.merger.push({
source: fieldNm,
inField: 'value',
outField: fieldNm,
interpolation: interpolation,
timestamp: 'time'
});
}
}
return result;
}
}
else if (config.USE_CASE == config.USE_CASE_HELLA) {
console.log('Initializing fields for Hella ...');
var montracFields = [
// main circle
'SW1_SW2',
'SW2_SW3',
'SW3_SW8',
'SW3_SW4',
'SW4_SW5',
'SW5_SW11',
'SW11_SW8',
'SW8_SW9',
'SW9_SW1',
// lacquering lines
'SW8_PM1',
'SW9_PM2',
// after lacquering
'PM1_SW1',
'PM2_SW1',
// moulding machine lines
'SW1_IMM1',
'SW2_IMM2',
'SW3_IMM3',
'SW4_IMM4',
'SW5_IMM5',
// cooling lines
'IMM1_SW2',
'IMM2_SW3',
'IMM3_SW4',
'IMM4_SW5',
'IMM5_SW11'
];