Tips and tricks for optimizing the power consumption of a Raspberry Pi to make it a candidate for off-grid remote monitoring.Developer Relations Lead
Title image credit @vishnumaiea on Unsplash.
When the Raspberry Pi single-board computer was first announced back in 2012, I doubt few people were considering the utility of a Pi in a truly off-grid setting, especially considering the state of battery technology at the time.
Fast forward to today. While we haven’t exactly made at-home nuclear reactors a thing (yet), we do have access to robust battery and solar tech along with new reasons to deploy Raspberry Pis in edge computing scenarios.
Image source Back to the Future
There are numerous microcontrollers and stripped-down SBCs like the Raspberry Pi Zero that are more energy efficient options than a full Raspberry Pi 4. But that efficiency comes with a cost of its own in terms of a reduction in features and functionality.
A comparison of Raspberry Pi models and their rates of power consumption.
Maybe the question we should be asking is: Why on earth would we want to deploy a Raspberry Pi remotely?
The answer? Normally, you wouldn’t want to!
However, there are some legitimate exceptions to the rule:
If you’re remotely running Machine Learning models that need to be processed in near realtime, the ARM Cortex-A72 CPU running at 1.5GHz is tough to beat. Certain types of TinyML workloads can run in milliseconds on MCUs, but if your project needs to do machine vision work, an SBC is a better fit.
The Pi HAT ecosystem is mature and provides production-ready expansion options for nearly every scenario. Case in point, the Notecard and Notecarrier Pi HAT from Blues Wireless allow for drop-in cellular communications (at a power-sipping 8mA when idle) for scenarios where remote data relaying is a key requirement.
The Notecard and Notecarrier-Pi HAT from Blues Wireless.
The Raspberry Pi OS ships with a full Python distribution. While CircuitPython and MicroPython are fine for the vast majority of IoT projects, there are some Python libraries that don’t support those two derivatives.
The anchor around the neck of the Raspberry Pi is its estimated 600mA active current consumption.
Let’s see how we can trim that down to a manageable value with some simple configuration tweaks.
⚡️ Power Saved? Approximately 100mA. ⚡️
If you’re running your Raspberry Pi in a headless configuration, it’s likely you can get away with not powering the onboard USB controller. Note that even if you aren’t using a mouse or keyboard, they are still powered!
To disable the USB controller on your Raspberry Pi, execute the following command:
echo '1-1' |sudo tee /sys/bus/usb/drivers/usb/unbind
And then to re-enable the USB controller when it’s needed again:
echo '1-1' |sudo tee /sys/bus/usb/drivers/usb/bind
After a reboot the USB controller will be enabled automatically.
⚡️ Power Saved? Approximately 30mA. ⚡️
Again on a headless Pi you, by definition, don’t need to hook up a monitor. If that’s the case, you can also disable the HDMI output.
To disable the HDMI output on your Raspberry Pi, execute the following command:
sudo /opt/vc/bin/tvservice -o
And then to re-enable the HDMI output when you need it back again, use this command:
sudo /opt/vc/bin/tvservice -p
As with disabling the USB controller, HDMI output is enabled after a reboot.
⚡️ Power Saved? Approximately 40mA. ⚡️
If your solution isn’t using Wi-Fi or Bluetooth, you can likely disable them.
If you disable HDMI, USB, and Wi-Fi at the same time you’ll have trouble interfacing with your Pi!
To disable Wi-Fi and Bluetooth, open
/boot/config.txt, add these parameters, and reboot:
[all] dtoverlay=disable-wifi dtoverlay=disable-bt
To re-enable Wi-Fi and Bluetooth (or just one of them), simply remove the parameter(s) from the file and reboot.
⚡️ Power Saved? Varies! ⚡️
If you don’t require the full power of the Raspberry Pi CPU (which is overkill for many remote monitoring situations anyway), you might save a few mA by “underclocking” the CPU.
For example, to set the CPU clock speed to a maximum of 900MHz, you could update
/boot/config.txt and change the following parameters:
[all] arm_freq=900 arm_freq_max=900
You can also play around with the
over_voltage_min, and many other parameters that are well documented in the Raspberry Pi overclocking options.
Please note that you may not see power savings in certain scenarios. For example, if you have a process that runs longer at a slower clock speed, versus shorter at a faster clock speed, you’re not going to see a net change in power consumption.
⚡️ Power Saved? Approximately 10mA. ⚡️
We can disable the onboard LEDs on the Pi by again editing the
/boot/config.txt file, adding the following, and rebooting:
[pi4] # Disable the PWR LED dtparam=pwr_led_trigger=none dtparam=pwr_led_activelow=off # Disable the Activity LED dtparam=act_led_trigger=none dtparam=act_led_activelow=off # Disable ethernet port LEDs dtparam=eth_led0=4 dtparam=eth_led1=4
Please note that these configurations are specific to the Raspberry Pi 4 Model B!
Any changes made to your
/boot/config.txt file will persist after a reboot. If you’d like to issue the USB, HDMI, Wi-Fi, and Bluetooth disabling commands upon boot, edit your
.bashrc file and add those commands.
Likewise, deleting the changes you made to
/boot/config.txt and rebooting will reset your Raspberry Pi back to its default state.
Maybe the most obvious tip of them all for remote deployments is to source additional power from the sun. By adding a reasonably-sized solar array to your Raspberry Pi, you can significantly extend battery life (even, in theory, making it a sustainable solution in full sun environments!).
Using the PiJuice HAT is an easy way to add a solar array to your Raspberry Pi. It also provides mechanisms for graceful shutdowns (and boot ups) at pre-defined battery charge levels.
You can see a PiJuice used in this Hackster project: Solar-Powered Crypto Mining with Raspberry Pi.
PiJuice HAT, solar array, and Notecarrier Pi.
Alternatively, you can use a USB power bank with pass-through charging. This allows the power bank to power the Pi, and a solar array to charge the battery at the same time.
This arrangement was put to the test in the another Hackster project: Remote Birding with TensorFlow Lite and Raspberry Pi.
Remote monitoring solutions are often outside the range of traditional network communication options like Wi-Fi. This is one reason why Blues Wireless created the developer-friendly Notecard to provide cost-effective cellular for IoT solutions.
The Notecard is a tiny 30mm x 34mm SoM and ships ready to embed in a project via its M.2 connector. To make prototyping easier, Blues Wireless also provides a series of expansion boards (called Notecarriers).
The Notecarrier-Pi acts as a host HAT for the Notecard. It provides an interface between the Raspberry Pi and the Notecard. With pass-through headers, it fits right in with whatever other Pi HATs you are using (like the PiJuice HAT pictured above!).
The beauty of the Notecard can be boiled down to:
Learn about securely delivering Notecard data to the low-code IoT platform, Datacake.
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Let's examine some of the common (and unexpected) scenarios for when IoT solutions should utilize cellular.