Generating a power model for an electronic device
a technology for electronic devices and power models, applied in adaptive control, process and machine control, instruments, etc., can solve the problems of affecting the the overall power consumption of electronic devices, and the amount of power consumed, so as to increase the accuracy and precision of power models, and increase the accuracy and precision of predictions.
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first embodiment
[0025]Referring to FIG. 1, a system that generates a power model 114 for an electronic device 118 is depicted. The system of FIG. 1 includes a test machine 100 coupled to the electronic device 118. The electronic device 118 includes a power management circuit 120. The test machine 100 includes a processor 102 coupled to a memory device 104. The test machine 100 of FIG. 1 generates the power model 114 for the electronic device 118 at least in part by reducing training data 108 to identify a subset 116 of operating parameters of the electronic device 118 that contribute most to power consumption of the electronic device 118. That is, in a particular embodiment the test machine 100 reduces the training data 108 by removing entire factors considered in generating a power model of the electronic device rather than by removing observations of such factors. Operating parameters of an electronic device that “contribute most” to power consumption of the electronic device are operating parame...
second embodiment
[0032]Referring to FIG. 2, a system that generates a power model 114 for an electronic device 118 is depicted. The system of FIG. 2 includes a test machine 100 coupled to the electronic device 118. The electronic device 118 includes a power management circuit 120 that manages power consumption of the electronic device 118 according to the power model 114. The test machine 100 includes a processor 102 coupled to a memory device 104. The test machine 100 of FIG. 2 generates the power model 114 for the electronic device 118 at least in part by reducing training data 108 to identify a subset 116 of operating parameters of the electronic device 118 that contribute most to power consumption of the electronic device 118.
[0033]As illustrated, the processor 102 of the test machine 100 is configured to execute computer program instructions stored in the memory device 104 or stored in another computer-readable medium. As illustrated, the processor 102 executes a power model generator applicati...
third embodiment
[0041]Referring to FIG. 3, a system that generates a power model 114 for an electronic device 118 is depicted. The system of FIG. 3 includes a test machine 100 coupled to the electronic device 118. The electronic device 118 includes a power management circuit 120 that manages power consumption of the electronic device 118 according to the power model 114, The test machine 100 includes a processor 102 coupled to a memory device 104. The test machine 100 of FIG. 3 generates the power model 114 for the electronic device 118 at least in part by reducing training data 108 to identify a subset 116 of operating parameters of the electronic device 118 that contribute most to power consumption of the electronic device 118.
[0042]As illustrated, the test machine 100 of FIG. 3 includes a factor analysis module 308. The factor analysis module 308 may be a module of computer program instructions that when executed by the processor 102 performs a factor analysis of the training data 108 to identif...
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