Data Quality App

Embedded module for continuous monitoring of energy data.
data quality app viewing statistics
INDUSTRY
Energy
PROJECT TYPE
Enterprise
TECHNOLOGIES

Embedded module development for the EnergyСell system – Software-as-a-Service platform, which helps to use electricity in a more economical way. This module is designed to process data from various devices in order to obtain statistics on incoming data. It allows analyzing costs, warnings and recommendations based on the data from measuring systems.


Task

The correctness of the analysis and recommendations for the rational energy use in the EnergyCell system directly depends on the quality of downloaded data.

To ensure the accuracy of data and the possibility of continuous monitoring of their reading, it was necessary to develop a special module.

TECHNOLOGIES

Solution

Implemented module requests data about devices from the EnergySell API. It provides its user with convenient statistics on actual resource consumption, expected consumption, and the number of missing records in a table or a graphical form. 

Data from all the devices can be obtained for a certain period of time and can be requested as an Excel file with detailed statistics for each device.

data quality app collecting data from various resources
data quality app comparing measurements from different devices
Technologies used:
Django
Django REST
PostgreSQL
Celery
Redis
Memcached
Heroku
Vue.js

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