THERMAL CONTROL OF AUDIO PLAYBACK DEVICES
To avoid damage from overheating, playback device operation can be modulated based on input from temperature sensors. An example method includes obtaining, via one or more temperature sensors carried by the playback device, temperature data. Based on the temperature data, a first temperature parameter is detected. In response to detecting the first temperature parameter, a gain of audio playback is decreased by a first amount. After decreasing the gain of audio playback by the first amount, a second temperature parameter is detected. In response to detecting the second temperature parameter, the gain of audio playback is decreased by a second amount different than the first amount.
1 . A playback device comprising:
a power component;
at least one physical temperature sensor disposed at a location distal from the power component;
a processor; and
a memory storing instructions that, when executed by the processor, cause the playback device to:
receive temperature data from the at least one physical temperature sensor;
determine, using a virtual sensor implementing a predictive model, a predicted temperature of the power component based on the temperature data from the at least one physical temperature sensor, wherein the predictive model indicates a relationship between the at least one physical temperature sensor and the virtual sensor; and
modify operation of the playback device based on the predicted temperature of the power component.
2 . The playback device of claim 1 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor exceeds a first temperature threshold; and
in response to determining that the predicted temperature exceeds the first temperature threshold, decrease a gain of audio playback by a first amount.
3 . The playback device of claim 2 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor has fallen below the first temperature threshold; and
in response to determining that the predicted temperature has fallen below the first temperature threshold, increase the gain of audio playback.
4 . The playback device of claim 1 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor exceeds a second temperature threshold higher than a first temperature threshold; and
in response to determining that the predicted temperature exceeds the second temperature threshold, perform at least one of: shutting down the playback device or suspending audio playback.
5 . The playback device of claim 1 , wherein the virtual sensor implementing the predictive model takes into account material properties of components adjacent to the power component.
6 . The playback device of claim 1 , wherein to modify operation of the playback device comprises at least one of: reducing gain of audio playback across a frequency spectrum, reducing gain of audio playback in a first frequency range by a first amount, reducing gain of audio playback in a second frequency range by a second amount different from the first amount, throttling wireless data transmission, or limiting processor operation.
7 . The playback device of claim 1 , wherein the instructions, when executed by the processor, further cause the playback device to:
monitor changes in the predicted temperature from the virtual sensor over time;
determine a rate of temperature change based on the monitored changes; and
modify operation of the playback device based additionally on the determined rate of temperature change.
8 . A method comprising:
receiving temperature data from at least one physical temperature sensor disposed at a location distal from a power component in a playback device;
determining, using a virtual sensor implementing a predictive model, a predicted temperature at a location of the power component based on the temperature data from the at least one physical temperature sensor, wherein the predictive model indicates a relationship between the at least one physical temperature sensor and the virtual sensor; and
modifying operation of the playback device based on the predicted temperature from the virtual sensor.
9 . The method of claim 8 , further comprising:
determining that the predicted temperature from the virtual sensor exceeds a first temperature threshold; and
in response to determining that the predicted temperature exceeds the first temperature threshold, decreasing a gain of audio playback by a first amount.
10 . The method of claim 9 , further comprising:
determining that the predicted temperature from the virtual sensor has fallen below the first temperature threshold; and
in response to determining that the predicted temperature has fallen below the first temperature threshold, increasing the gain of audio playback.
11 . The method of claim 8 , further comprising:
determining that the predicted temperature from the virtual sensor exceeds a second temperature threshold higher than a first temperature threshold; and
in response to determining that the predicted temperature exceeds the second temperature threshold, performing at least one of: shutting down the playback device or suspending audio playback.
12 . The method of claim 8 , wherein the virtual sensor implementing the predictive model takes into account material properties of components adjacent to the power component.
13 . The method of claim 8 , wherein modifying operation of the playback device comprises at least one of: reducing gain of audio playback across a frequency spectrum, reducing gain of audio playback in a first frequency range by a first amount, reducing gain of audio playback in a second frequency range by a second amount different from the first amount, throttling wireless data transmission, or limiting processor operation.
14 . The method of claim 8 , further comprising:
monitoring changes in the predicted temperature from the virtual sensor over time;
determining a rate of temperature change based on the monitored changes; and
modifying operation of the playback device based additionally on the determined rate of temperature change.
15 . A non-transitory computer-readable medium storing instructions that, when executed by a processor of a playback device, cause the playback device to:
receive temperature data from at least one physical temperature sensor disposed at a location distal from a power component in the playback device;
determine, using a virtual sensor implementing a predictive model, a predicted temperature at a location of the power component based on the temperature data from the at least one physical temperature sensor, wherein the predictive model indicates a relationship between the at least one physical temperature sensor and the virtual sensor; and
modify operation of the playback device based on the predicted temperature from the virtual sensor.
16 . The non-transitory computer-readable medium of claim 15 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor exceeds a first temperature threshold; and
in response to determining that the predicted temperature exceeds the first temperature threshold, decrease a gain of audio playback by a first amount.
17 . The non-transitory computer-readable medium of claim 16 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor has fallen below the first temperature threshold; and
in response to determining that the predicted temperature has fallen below the first temperature threshold, increase the gain of audio playback.
18 . The non-transitory computer-readable medium of claim 15 , wherein the instructions, when executed by the processor, further cause the playback device to:
determine that the predicted temperature from the virtual sensor exceeds a second temperature threshold higher than a first temperature threshold; and
in response to determining that the predicted temperature exceeds the second temperature threshold, perform at least one of: shutting down the playback device or suspending audio playback.
19 . The non-transitory computer-readable medium of claim 15 , wherein the virtual sensor implementing the predictive model takes into account material properties of components adjacent to the power component.
20 . The non-transitory computer-readable medium of claim 15 , wherein to modify operation of the playback device comprises at least one of: reducing gain of audio playback across a frequency spectrum, reducing gain of audio playback in a first frequency range by a first amount, reducing gain of audio playback in a second frequency range by a second amount different from the first amount, throttling wireless data transmission, or limiting processor operation.