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Merge "thermal: support stats for future temperature predictions" into main

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This commit is contained in:
Sayanna Chandula 2024-10-29 22:39:17 +00:00 • committed by Android (Google) Code Review
commit 3e26b5e953
3 changed files with 492 additions and 9 deletions
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167
thermal/thermal_info_config_caiman.json
View file

@ -287,7 +287,114 @@
"OutputLabelCount": 6, "OutputLabelCount": 6,
"Multiplier": 0.001, "Multiplier": 0.001,
"SupportUnderSampling": true, "SupportUnderSampling": true,
"ValidateInput": true "ValidateInput": true,
"SupportPrediction": true,
"SampleDuration": 7000,
"TimeResolution": 7000
},
{
"Name": "LSTM-VT-PREDICTION-7SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 7000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-14SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 14000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-21SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 21000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-28SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 28000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-35SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 35000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-NOW",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 0,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-7SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-14SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-21SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-28SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-35SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
}, },
{ {
"Name": "STATS-UPDATOR", "Name": "STATS-UPDATOR",
@ -296,8 +403,22 @@
"Hidden": true, "Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"], "TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG", "Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF", "VIRTUAL-SKIN-LSTM-MODEL"], "Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF"],
"Coefficient": [0.0, 0.0, 0.0, 0.0], "Coefficient": [0.0, 0.0, 0.0],
"Multiplier": 1,
"SendPowerHint": true,
"PollingDelay": 300000,
"PassiveDelay": 7000
},
{
"Name": "STATS-UPDATOR-LSTM",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL", "LSTM-VT-PREDICTION-ERROR-7SEC", "LSTM-VT-PREDICTION-ERROR-14SEC", "LSTM-VT-PREDICTION-ERROR-21SEC", "LSTM-VT-PREDICTION-ERROR-28SEC", "LSTM-VT-PREDICTION-ERROR-35SEC"],
"Coefficient": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
"Multiplier": 1, "Multiplier": 1,
"SendPowerHint": true, "SendPowerHint": true,
"PollingDelay": 300000, "PollingDelay": 300000,
@ -1483,6 +1604,46 @@
-4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000 -4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000
] ]
}, },
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-7SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-14SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-21SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-28SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-35SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{ {
"Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS", "Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS",
"Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55] "Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55]

167
thermal/thermal_info_config_komodo.json
View file

@ -277,8 +277,115 @@
"OutputLabelCount": 6, "OutputLabelCount": 6,
"Multiplier": 0.001, "Multiplier": 0.001,
"SupportUnderSampling": true, "SupportUnderSampling": true,
"ValidateInput": true "ValidateInput": true,
"SupportPrediction": true,
"SampleDuration": 7000,
"TimeResolution": 7000
}, },
{
"Name": "LSTM-VT-PREDICTION-7SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 7000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-14SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 14000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-21SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 21000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-28SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 28000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-35SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 35000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-NOW",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 0,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-7SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-14SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-21SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-28SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-35SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{ {
"Name": "STATS-UPDATOR", "Name": "STATS-UPDATOR",
"Type": "UNKNOWN", "Type": "UNKNOWN",
@ -286,8 +393,22 @@
"Hidden": true, "Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"], "TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG", "Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF", "VIRTUAL-SKIN-LSTM-MODEL"], "Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF"],
"Coefficient": [0.0, 0.0, 0.0, 0.0], "Coefficient": [0.0, 0.0, 0.0],
"Multiplier": 1,
"SendPowerHint": true,
"PollingDelay": 300000,
"PassiveDelay": 7000
},
{
"Name": "STATS-UPDATOR-LSTM",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL", "LSTM-VT-PREDICTION-ERROR-7SEC", "LSTM-VT-PREDICTION-ERROR-14SEC", "LSTM-VT-PREDICTION-ERROR-21SEC", "LSTM-VT-PREDICTION-ERROR-28SEC", "LSTM-VT-PREDICTION-ERROR-35SEC"],
"Coefficient": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
"Multiplier": 1, "Multiplier": 1,
"SendPowerHint": true, "SendPowerHint": true,
"PollingDelay": 300000, "PollingDelay": 300000,
@ -1506,6 +1627,46 @@
-4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000 -4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000
] ]
}, },
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-7SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-14SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-21SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-28SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-35SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{ {
"Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS", "Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS",
"Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55] "Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55]

167
thermal/thermal_info_config_tokay.json
View file

@ -277,7 +277,114 @@
"OutputLabelCount": 6, "OutputLabelCount": 6,
"Multiplier": 0.001, "Multiplier": 0.001,
"SupportUnderSampling": true, "SupportUnderSampling": true,
"ValidateInput": true "ValidateInput": true,
"SupportPrediction": true,
"SampleDuration": 7000,
"TimeResolution": 7000
},
{
"Name": "LSTM-VT-PREDICTION-7SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 7000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-14SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 14000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-21SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 21000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-28SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 28000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-35SEC-BACK",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 35000,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-NOW",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Formula": "PREVIOUSLY_PREDICTED",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL"],
"PredictionDuration": 0,
"Multiplier": 0.001
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-7SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-14SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-21SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-28SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"Formula": "WEIGHTED_AVG",
"Combination": ["LSTM-VT-PREDICTION-35SEC-BACK", "LSTM-VT-PREDICTION-NOW"],
"Coefficient": [1.0, -1.0],
"Multiplier": 1
}, },
{ {
"Name": "STATS-UPDATOR", "Name": "STATS-UPDATOR",
@ -286,8 +393,22 @@
"Hidden": true, "Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"], "TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG", "Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF", "VIRTUAL-SKIN-LSTM-MODEL"], "Combination": ["VIRTUAL-SKIN-MODEL", "VIRTUAL-SKIN-LEGACY", "VIRTUAL-SKIN-MODEL-LEGACY-DIFF"],
"Coefficient": [0.0, 0.0, 0.0, 0.0], "Coefficient": [0.0, 0.0, 0.0],
"Multiplier": 1,
"SendPowerHint": true,
"PollingDelay": 300000,
"PassiveDelay": 7000
},
{
"Name": "STATS-UPDATOR-LSTM",
"Type": "UNKNOWN",
"VirtualSensor": true,
"Hidden": true,
"TriggerSensor": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
"Formula": "WEIGHTED_AVG",
"Combination": ["VIRTUAL-SKIN-LSTM-MODEL", "LSTM-VT-PREDICTION-ERROR-7SEC", "LSTM-VT-PREDICTION-ERROR-14SEC", "LSTM-VT-PREDICTION-ERROR-21SEC", "LSTM-VT-PREDICTION-ERROR-28SEC", "LSTM-VT-PREDICTION-ERROR-35SEC"],
"Coefficient": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
"Multiplier": 1, "Multiplier": 1,
"SendPowerHint": true, "SendPowerHint": true,
"PollingDelay": 300000, "PollingDelay": 300000,
@ -1440,6 +1561,46 @@
-4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000 -4000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000
] ]
}, },
{
"Name": "LSTM-VT-PREDICTION-ERROR-7SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-7SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-14SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-14SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-21SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-21SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-28SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-28SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{
"Name": "LSTM-VT-PREDICTION-ERROR-35SEC",
"LoggingName": "LSTM-PREDICTION-ERROR-35SEC",
"Thresholds": [
-4500, -4000, -3500, -3000, -2500, -2000, -1500, -1000, -500, 0,
500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500
]
},
{ {
"Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS", "Name": "VIRTUAL-SKIN-CHARGE-DURING-WLC-STATS",
"Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55] "Thresholds": [-200, 15, 25, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55]