Monitoring Dashboard for Tesla Solar and Powerwall systems using Grafana, InfluxDB, Telegraf and pyPowerwall.
The default dashboard.json shown above, pulls in live power data from the local Tesla Energy Gateway or the Tesla Cloud and displays that on the Grafana dashboard. A power flow animation is rendered by the pyPowerwall container using that live data.
A non-animated version of the dashboard is also available using dashboard-no-animation.json
The host system will require:
- docker (install help)
- docker-compose (works with docker compose (v2) as well)
- You should not need to run
sudo
to install this tool. See Docker Errors below for help. - TCP ports: 8086 (InfluxDB), 8675 (pyPowerwall), and 9000 (Grafana)
Clone this repo on the host that will run the dashboard:
git clone https://github.com/jasonacox/Powerwall-Dashboard.git
Run the interactive setup script that will ask you for your setup details.
cd Powerwall-Dashboard
./setup.sh
The dashboard can be installed in four different configurations.
Powerwall Dashboard (v4.0.0) - SETUP
-----------------------------------------
Select configuration mode:
1 - Local Access (Powerwall 1, 2, or + using the Tesla Gateway on LAN) - Default
2 - Tesla Cloud (Solar-only systems or Powerwalls without LAN access)
3 - FleetAPI Cloud (Powerwall systems using Official Telsa API)
4 - Powerwall 3 (Powerwall 3 using the local Tesla Gateway)
For Powerwall 1, 2 or + owners with a Tesla Energy Gateway accessible on their LAN, select option 1
(Local Access).
With version v4.4.0+, pypowerwall can be set to access the TEDAPI API on the Gateway to pull additional metrics. However, it requires the Gateway Password (often found on the QR sticker on the Powerwall Gateway) and your computer will need network access to the Gateway IP (192.168.91.1). You can have your computer join the Gateway's local WiFi or you can add a network route (examples below). This should be set up before running setup.sh
if you want this feature.
# Example - Change 192.168.0.100 to the IP address of Powerwall Gateway on your LAN
# Linux / RPi - Add to netplan, /etc/rc.local or /etc/network/if-up.d/static-route for persistence
sudo ip route add 192.168.91.1 via 192.168.0.100
# MacOS
sudo route add -host 192.168.91.1 192.168.0.100 # Temporary
networksetup -setadditionalroutes Wi-Fi 192.168.91.1 255.255.255.255 192.168.0.100 # Persistent
# Windows - Using persistence flag - Administrator Shell
route -p add 192.168.91.1 mask 255.255.255.255 192.168.0.100
If you have access to the Powerwall Gateway (see local mode Extended Device Vitals Metrics note above), you can select option 4 to activate Powerwall 3 mode. All data will be pulled from the local Gateway TEDAPI endpoint. If you have problems with your setup for the Powerwall 3, see troubleshooting section below.
For Tesla Solar or Powerwall 3 owners without LAN access, select option 2
(Tesla Owners unofficial Cloud API) or option 3
(Tesla official FleetAPI) and the dashboard will be installed to pull data from the Tesla Cloud API. This mode should work for all systems but will have slightly less details and fidelity than the "Local Access" mode.
Next, you will then be asked for your Local timezone, and your Powerwall details or Tesla Cloud login details. To find your timezone, see the second column in this table: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones
- If you experience issues with your Powerwall or Tesla Cloud login details, re-run
setup.sh
to try again. - If you get docker errors during the setup, see the Docker Errors section below.
- For Windows 11 users, see the Windows 11 Instructions below.
Follow the Grafana Setup instructions (see below) to complete the setup.
If you prefer, you can perform the same steps that setup.sh
performs.
Note: some manual configuration is required if you are running a non-standard docker installation (e.g. rootless). Also, ensure that the conf
, env
and sql
files are readable by the docker services (e.g. chmod 644
).
You will want to set your local timezone by editing pypowerwall.env
, telegraf.conf
, influxdb.sql
and dashboard.json
or you can use this handy tz.sh
update script. A list of timezones is available here: TZ Table.
# Replace with your timezone
bash tz.sh "America/Los_Angeles"
-
Copy
pypowerwall.env.sample
topypowerwall.env
and update the following details for your Powerwall:[email protected] PW_PASSWORD=password PW_HOST=192.168.91.1 PW_TIMEZONE=America/Los_Angeles PW_DEBUG=no
-
For Tesla Solar owners or Powerwalls without LAN access, to configure pyPowerwall in Tesla Cloud mode instead of Local Access mode, edit
pypowerwall.env
and leave thePW_HOST=
setting blank. NOTE: Once the docker containers have started, an additional step is then required to login to your Tesla Account by running the commanddocker exec -it pypowerwall python3 -m pypowerwall setup
. -
Copy
compose.env.sample
tocompose.env
. You do not need to edit the other defaults unless you are running a non-standard install such as docker rootless or require custom ports. -
Copy
influxdb.env.sample
toinfluxdb.env
. You do not need to edit this file, however if you have a custom setup, environment variables can be added to override the default InfluxDB configuration. -
Copy
telegraf.local.sample
totelegraf.local
. If you want to monitor custom measurements for your site (most users don't need this), add the required telegraf.conf TOML entries to this file. Once created, this file is not overwritten by upgrades or future runs of setup.sh. -
Copy
grafana.env.sample
tografana.env
- you do not need to edit these defaults. However, there are optional settings for alert notifications and HTTPS. -
Optional: If you want to pull in local weather data, copy
weather/weather411.conf.sample
toweather/weather411.conf
and edit the file to include your location (Latitude and Longitude) and your OpenWeatherMap API Key. To get a Key, you need to set up a free account at openweathermap.org. Make sure you check your email to verify account. API keys can take a few hours to activate.[OpenWeatherMap] # Register and get APIKEY from OpenWeatherMap.org APIKEY = aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa # Enter your location in latitude and longitude LAT = xxx.xxxx LON = yyy.yyyy
-
Start the docker containers with the utility docker-compose script
./compose-dash.sh up -d
-
Connect to the Influx database to import setup commands:
docker exec -it influxdb influx -import -path=/var/lib/influxdb/influxdb.sql
Note: It can take a while for InfluxDB to start. Also the influxdb.sql file is set to use America/Los_Angeles
as timezone. Use the tz.sh
script or manually update the database commands above to replace America/Los_Angeles
with your own timezone.
- Open up Grafana in a browser at
http://<server ip>:9000
and login withadmin/admin
- As of v4.5.0, the setup script will auto provision data sources for you. However, you can manually set them up as well by following these two steps:
- From
Configuration\Data Sources
addInfluxDB
database with:
- Name:
InfluxDB
- URL:
http://influxdb:8086
- Database:
powerwall
- Min time interval:
5s
- Click "Save & test" button
- From
Configuration\Data Sources
addSun and Moon
database with:
- Name:
Sun and Moon
- Enter your latitude and longitude. You can use this web page to find your GPS location if you don't know).
- Click "Save & test" button
-
From
Dashboard\Browse
selectNew/Import
, and upload one of the dashboard files below (in dashboards folder):dashboard.json
- Dashboard with the live trend graph, monthly power graphs, an animated power flow diagram and a Powerwall+ section that includes String data, temperature, voltage and frequency graphs. This also includes a "grid status" graph below the animation to identify and track grid outages.dashboard-no-animation.json
- Similar to above but without the animated power flow diagram.dashboard-simple.json
- Similar to above but without the Powerwall+ metrics.dashboard-solar-only.json
- For Tesla Solar Only users, similar to above but without the animated power flow diagram or the Powerwall+ metrics.
- The database queries are set to use
America/Los_Angeles
as the timezone. Remember to edit the database commands influxdb.sql with your own timezone. During import of dashboards into Grafana you'll be prompted to enter your timezone for queries.
- The included
upgrade.sh
script will attempt to upgrade your installation to the latest Powerwall-Dashboard version without removing existing data. A backup is still recommended.
Check the logs of the services using:
docker logs -f pypowerwall
docker logs -f telegraf
docker logs -f influxdb
docker logs -f grafana
- Docker terminating with
error 139
: InfluxDB does not run reliably on older models of Raspberry Pi. - Grafana Error: Invalid interval string, expecting a number followed by one of "Mwdhmsy" - This indicates that the Grafana setup for InfluxDB is missing the time unit, "s", in the "Min time interval" field:
- Min time interval:
5s
- Min time interval:
- PyPowerwall Error: If you are getting
LoginError: Invalid Powerwall Login
errors but have double checked your password and are sure it is correct, try using the last 5 characters of the password written on the Powerwall Gateway.
- String data only shows up for Tesla inverters as part of Powerwall+ systems. Unfortunately, non-Tesla inverter data is not available via the Tesla API. If you find a way to pull this data, please submit an Issue or Pull Request to get it added.
- The default dashboard and InfluxDB setup supports up to 12 Tesla Powerwalls. Support for more can be added by editing the dashboard.json and influxdb.sql files. Open an Issue and we can help (see #2).
If you are getting permission errors running docker, or an error that it isn't installed:
-
Ensure docker is installed for your OS (run
docker version
to test) -
If you see permission denied, add your user to the docker group and reboot your system:
# Add your user to docker group sudo usermod -aG docker $USER
-
If the above step hasn't worked, and you get an error trying to run
docker info
likepermission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock
:# Grant permissions to the docker daemon socket sudo chmod 666 /var/run/docker.sock
-
If you can't access the dashboard after a reboot, that means that docker was not set to start on reboot. On many OS distributions you can set it to start on boot with:
# Set docker to start on boot sudo systemctl enable docker.service sudo systemctl enable containerd.service
-
See Docker install here for more information.
-
If you have docker installed but get "ERROR: docker-compose is not available or not running" make sure it is in your PATH or if needed, install the docker compose tool:
# install - for Ubuntu and Debian, run: sudo apt-get update sudo apt-get install docker-compose-plugin # install - for RPM-based distros, run: sudo yum update sudo yum install docker-compose-plugin # test docker compose version
The savings estimates are based on a $0.19/kWh (by default) utility cost and net metering credit. You likely have a different value for this and during importing dashboards indicate your average cost per kWh to reflect your actual costs and credits. As of now there's one variable to set both cost and credit per kWh. To help, here are the variables used to calculate the savings:
s
= kWh from solar (based on time frame selected)fp
= kWh from powerwalltp
= kWh to powerwalltg
= kWh to grid
The equations that are used to compute the estimated savings:
powerwall>home
=fp
*$/kWh
[assumes all power to home from PW = savings]solar>home
= (s
-tp
-tg
) *$/kWh
[assumes all solar not going to PW or grid is going to the home = savings]solar>grid
=tg
*$/kWh
[assumes all power going to grid = savings]
- If you are having trouble getting this to work on a Synology NAS, view the resolution discovered in Issue #22 thanks to @jaydkay.
- If you are running docker as a non-privileged (rootless) user, please some setup help here thanks to @BuongiornoTexas.
- Most of the issues running the Dashboard on Synology NAS are related to user or file permission issues. Ensure that the
conf
,env
andsql
files are readable by the docker services (most can be setchmod 644
).
Installing Powerwall-Dashboard on a Windows 11 host requires some additional setup. Install and Setup using administrator PowerShell or Windows Command Prompt:
If required, see WINDOWS.md for notes on how to upgrade your WSL installation from WSL1 to WSL2, or for an installation without Docker Desktop - only recommended for very advanced users.
- (optional) install Windows Terminal Windows Terminal
- Install WSL
wsl --install
with a Linux distro (recommend Ubuntu - this is the default WSL Linux distro if you install with wsl --install) - Install Docker Desktop for Windows Docker Desktop (after install, note sign in is optional, and to ensure the docker engine starts automatically go to Settings and select Start Docker Desktop when you log in)
- Start your WSL from the shortcut for Ubuntu (or your chosen distro) that will have been set up when you installed WSL or from Windows Terminal
- Make sure you are in your home directory
cd ~
- Clone repo (
git clone https://github.com/jasonacox/Powerwall-Dashboard.git
) - Run
cd Powerwall-Dashboard
- Run
./setup.sh
The new Powerwall 3 does not have the local APIs that were found on the Powerwall 2/+ systems. However, it does provide APIs available via its internal Gateway WiFI access point at 192.168.91.1. If you add your Powerwall 3 to your local network (e.g. ethernet hardwire) or create a WiFi bridge to this access point, you are able to get the extended metrics from the /tedapi API. Additionally, users can use the "Tesla Cloud" mode to generate the basic graph data. It is more limited than the local APIs but does provide the core data points. See details in the Powerwall 3 Support issue: #387
Some have reported issues setting up their Powerwall 3 and the local 192.168.91.1 access point. Make sure that this IP address is reachable from the host running the Dashboard (e.g. ping
or curl
commands).
Since the Powerwall 3 does not have previous generation APIs, you will need to use the full
TEDAPI mode. This requires that the PW_EMAIL and PW_PASSWORD environmental variables are empty and that PW_GW_PWD is set to the Powerwall 3 Gateway WiFi password (usually found on the QR code on the Gateway itself).
Example of a working pypowerwall.env
file for Powerwall 3:
PW_EMAIL=
PW_PASSWORD=
PW_HOST=192.168.91.1
PW_TIMEZONE=America/Los_Angeles
TZ=America/Los_Angeles
PW_DEBUG=no
PW_STYLE=grafana-dark
PW_GW_PWD=<YOUR_PW3_PASSWORD>
Since pyPowerwall proxy is part of this dashboard stack, you can query it to get raw data (read only) from the Powerwall API. This includes some aggregate functions you might find useful for other projects. I use this for ESP32 driven display for example. Replace localhost with the address of the system running the dashboard:
- pyPowerwall stats: http://localhost:8675/stats
- Powerwall firmware version and uptime: http://localhost:8675/api/status
- Powerwall temperatures: http://localhost:8675/temps
- Powerwall device vitals: http://localhost:8675/vitals
- Powerwall strings: http://localhost:8675/strings
- Powerwall battery level: http://localhost:8675/soe
- Key power data in CSV format (grid, home, solar, battery, batterylevel): http://localhost:8675/csv
Since weather411 is part of this dashboard stack (if you set it up) you can query it to get current weather data from its built-in API.
- Current stats of weather411 service: http://localhost:8676/stats
- Current conditions: http://localhost:8676/
- Current conditions in JSON: http://localhost:8676/json
Data Retention and Backups InfluxDB is configured to use a infinite retention policy (see influxdb.sql). It uses continuous queries to downsample Powerwall data and preserve disk space. However, this does not safeguard the data from accidental deletion or corruption. It is recommend that you set up a backup plan to snapshot the data for disaster recovery. See backups for some suggestions.
- NetZero app - iOS and Android App for monitoring your System - https://www.netzeroapp.io/
- This project is based on the great work by mihailescu2m at https://github.com/mihailescu2m/powerwall_monitor and has been modified to use pypowerwall as a proxy to the Powerwall and includes solar String, Inverter and Powerwall Temperature graphs for Powerwall+ systems.
- Grafana at https://github.com/grafana/grafana
- Telegraf at https://github.com/influxdata/telegraf
- InfluxDB at https://github.com/influxdata/influxdb
- pyPowerwall at https://github.com/jasonacox/pypowerwall
- Special thanks to the entire Powerwall-Dashboard community for the great engagement, contributions and encouragement! See RELEASE notes for the ever growing list of improvements, tools and cast members making this project possible.