26 skills found
jasonacox / PypowerwallPython API for Tesla Powerwall and Solar Power Data
TimSoethout / Goodwe Sems Home AssistantSensor for Home Assistant pulling data from the GoodWe SEMS API for solar panel production metrics.
Bobsilvio / Tigosolar LocalLocal integration for Tigo CCA that provides real-time and historical solar panel data directly via your local network, without using the cloud.
ealse / GrowattApiAPI in .NET Standard 2.0 to communicate with a Growatt server for changing settings and retrieving data from your solar panels and storage devices.
Tareq62 / Solar Panel ModelTraining a model to predict solar panel intensity based on weather data.
brubsby / SolarPanelDataWranglerNo description available
iborozan / SolarInsight Data Science Project: Predicting Photovoltaic Solar Panel Generation Using Machine Learning
NitinBhore / Predict Qualitative Properties Of A Solar PanelTo predict qualitative properties (data-set B) of a solar panel using quantitative properties (data-set A or I-V curve) of the same solar panel (module)
hamikm / Solar ReportShows solar panel production, household consumption, and net household consumption.
DominiquePaul / Solar Rooftops CVA web app where a user enters his address to receive the size of his rooftop available for solar panels. The app uses image segmentation to detect the rooftops and connects to an external API for data on the climate.
StevenReitsma / SonnetWinning data science solution for Energy Hack NL 2018. Sonnet: forecasting station load caused by solar panels.
AoufNihed / MicrogridMPC# Model Predictive Control (MPC) ### linear model for the monitoring and control system of the microgrid: example of a microgrid system with renewable energy generation (solar panels), energy storage (batteries), and energy consumption (data center load). We'll create a linear model to represent the dynamics of this system
arathee2 / Solar Panel DetectionDetect detect solar panels in aerial imagery data using supervised machine learning.
erdtman / Sunnyportal ApiSunny Portal lacks an API for reading data form your solar panels, this is a simple hack to access Sunny Portal with apache http client.
aviadoffer / SolarPowerExtenderSolarPower java based utility is used to collect and display statistical data from Solar Panels and Inverters. This project modifies the utility to also send the collected data to external entity (ex: website).
Parthesh10 / ROOFTOP SOLAR POTENTIAL DETECTION USING SATELITE IMAGERYWe are going to map the location and where we can install Solar Panels on rooftops. It can be very useful for investing in renewable distributed energy infrastructures. We are going to use Machine Learning algorithms with satellite and aerial images for overcoming the limitations of surveys. To achieve our required results, we are going to use supervised methods based on CNN (Convolutional Neural networks) to determine available rooftop area for the installation of PV panels by use of pixel-wise image segmentation. We will create the dataset from satellite images and we label them manually. We have to try different data augmentation and parameters of algorithms to pull the model to its maximum performance/potential .On first time we will train our model on the whole dataset, then we will train our model only on a specific class of images, Residential Area (our hypothesis is that in order to generalize our solution on different geographical areas, It will be better in a first step splitting the dataset in classes (Residential area, Industrial area etc.) using the supervised or unsupervised methods and then train a different model for each one of them and we will try to get its accuracy by checking it with IoU(Intersection Over Union)
AcidSepp / WeberhomeVisualize solar panel data. Automatic overproduction charging.
highlights-gao / Dataset For Dust Detection Of Solar PanelsNo description available
simonarnell / Homebridge SolisA homebridge plugin that collects solar panel generation data from Solis PV inverters and publishes to the HomeKit ecosystem.
jameselsey / Python Enphase ExportPython scripts to export data from your Enphase Envoy system, can also upload to AWS
