Inspiration
Helping refugee settlements and Hospitals/Health Infrastructure in South Sudan to:
- make the best their solar panel electricity generation
- minimize storage costs
- estimate energy needs and plan accordingly during emergency situations
Help the expansion of Renewables with Collective Self-Consumption schemes by:
- make the best their solar panel electricity generation (no income loss for producer)
- minimize storage costs
- minimize electricity send back to the grid during peak production times
What it does
Provide forecasts for electricity generation and consumption a) through an API b) through a web app (for sites with no IT manager)
How I built it
Generation forecast: calling Solcast API Consumption forecast: 1- get user input through our endpoint 2- API grabs data from API and uploads the forecast FrontEnd: Data collection: a) Case A - User has data: directly from API b) Case B - User has no data: we provide the microcontroller script to read sensor data and post to API (user buys the hardware)
Challenges I ran into
Time management Reach a common understanding of the project's scope took some time Cross-functional team: sometimes hard to understand what others are doing, at what stage they are etc...
Accomplishments that I'm proud of
Built a transversal project with API infrastructure, machine learning, edge device control Built a prototype that anyone can use regardless of their IT skills Created a solution for a problem we really wanted to solve Met very cool people
What I learned
IT hard skills, Management, Communication ... too many things to sum up here
What's next for Gridless API
- Implementation: Proof of Concept in the Bentiu refugee settlement
- Implementation: Extension to other settlement (+ hospitals if possible)
- Functionality: Plug & Play IoT framework for appliance scheduling
- Implementation: Extend to Collective Self-Consumption scheme users
- Functionality: Prosumer matchmaking (based on Generation & Production curves)
Built With
- aws-elastic-beanstock
- c
- esp32-microcontroller
- javascript
- multi-docker
- python
- pytorch
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