IoTaWatt VS Grafana

If anyone is interested in having this type of real-time usage data for their own own home, I highly recommend IoTaWatt: https://iotawatt.com

It's a completely local energy monitor that you can install into your home's circuit breaker panel, and then view dashboards or read data via an API from a local web server running on-device. You choose how many sensors you want, but you can monitor your whole home as well as individual circuits.

For example, I track and trigger automations when my various appliances (laundry, dishwasher, microwave, etc) start/stop. It's very cool. Just be warned that it does require some research, basic understanding of electricity, and comfort working with high voltage mains connections if you plan to DIY it but I found it approachable and easy to setup.

What it looks like: https://i.ibb.co/qBVmBD1/IMG-1595.jpg

I use an IotaWatt system. It's super easy to install and manage. It uses inductive sensors at your circuit breaker so you can see your total usage and per circuit usage. It also easily hooks into HomeAssistant but that's a bit more advanced of a project.

I have an IotaWatt and am pretty happy with it. It was not the cheapest option; but is simple, reliable, and local only which checked all my boxes. I did install it myself; BUT this involved opening up and poking around inside my breaker panel. AFAIK this is pretty much required for any per-circuit home power monitoring. Insert "The power inside your breaker panel can kill you instantly and painfully" warning. My panel is mounted on the wall (rather than inside); and I guess I could have put the clamps on the wires where the exit the panel. But it would have been much harder to identify circuits. Also it would probably be much messier.

For individual circuit energy monitoring, I use Iotawatt. This involves installing CT clamps in the main breaker panel to monitor the circuits you want to monitor. I’m comfortable doing it myself but if you’re not, DO NOT mess around with it, hire a professional electrician instead because you can get electrocuted.

IoTaWatt https://iotawatt.com

If you really want to mail down your sources of current draw, I can’t recommend this enough: http://iotawatt.com

Since you have home automation, you may already know of IoTAWatt - it's a little cheaper than others, and works really well on its own or with HomeAssistant etc.

Sense is really good at measuring overall usage. Their neural network analysis to identify individual devices is anything but reliable. If this is important to you, I suggest you monitor individual circuits with something else (eg. iotawatt).

Tools like Prometheus, Grafana, and ELK Stack are becoming popular as they offer insights into live systems. These tools help monitor metrics such as server usage, request latency, and CPU load to prevent downtime.

Monitoring tools: Prometheus, Grafana, and custom logging systems for tracking model performance and resource utilization.

Improve Observability: Combine Prometheus, Grafana, and service meshes to monitor performance, troubleshoot issues, and maintain cluster health.

Grafana serves as the industry-standard visualization platform that connects to multiple data sources. Creates sophisticated dashboards, supports alerting integration, and enables deep data exploration through custom panels and templates.

Monitoring: Datadog, New Relic, Grafana

Even with thorough preparation, the holiday traffic can bring unexpected challenges. To stay ahead, set up dashboards and alert systems using tools like Grafana, Datadog, or New Relic to monitor platform performance, track errors, and detect anomalies. Additionally, leverage analytics tools such as Google Analytics or Mixpanel to identify drop-off points and optimize the customer journey.

Some popular tools for model monitoring include MLFlow, Grafana, and Prometheus.

Micrometer: Exports metrics to platforms like Prometheus and Grafana.

Grafana for visualization