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Accelerate your transition to an intelligent digital energy enterprise

  • Leverage the capabilities of a ready for use data hub for all your energy data.
  • On screen configuration of energy data models, data pipelines and web management.
  • Open source high-performance optimized data storage.
  • Ability to deploy the data hub platform on-site, on a private cloud, or we host it for you.
Contact us to explore a free POC trial.

QR Energy Data Hub Advanced Data Ecosystem

  • QR Data Hub is company and operation agnostic and offers robust data management capabilities within an API-friendly ecosystem.
  •  We enable flexible integration and data exchange with third party & in-house systems. Functionalities are constantly enhanced and extended to meet markets and clients requirements.
Contact us to explore a free POC trial.

QR Energy Data Hub

Energy, electricity load, meter quantities, prices, rates, generation, transactions, risk, settlement and billing data are often stored in multiple internal and third-party platforms, with disparate timestamps, formats and types. They can be too large in size, lack indexing for analytics, AI modeling, back office billing, and reporting.
Developing and integrating a custom enterprise data hub or warehouse is a significant investment for an energy company depending on the size and complexity of the data and the intended analytics and reporting required thereafter. Once the data hub is up and running, a sizable expert team is required to maintain the platform and provide support.
We propose an alternative approach. QR Data Hub is a modern flexible multipurpose data platform with 6 integrated microservices ready out-of-the-box, automating the entire data pipeline. They can be configured on the fly to automatically create a custom data hub for any electricity and energy company.

Data Object Creation

Creation and management of entities, hierarchies of placeholder for data. For example, company, subdivisions, nested entities and their inner relationships, each leading to their own data type.  These automatically create the objects that manage the Data Hub.

Data Model Creation

Configure on screen, the data attributes, e.g., timescale, label, types and subtypes, etc., for each one of the data types associated with the entities previously created. This automatically creates a database table for each data type, with AP endpoint connectors.

Data Fetching

For each type of data and source, e.g., API, web-scraping, FTP, csv, multi-tab Excel, configure the sequence of data fetching, mapping, transformation and insertion to our data model. These automatically fetch and insert the data in the Data Hub.

Data Governance

As data is being fetched it can undergo mathematical transformation, e.g., change of granularity, units, etc, and validation under certain rules.  Data access and action are controlled by user groups. Audit Trail applies to access and changes.

Data Transform

The API service allows to perform data transformation on the fly, such as change grain data. E.g., load 1-min data from hourly data by some methods to fill the inner points. Or load hourly data from 1-min data by some method such as average, sum, min, mix etc.

API and Data Management

A flexible API service manages access and publication of all data in the Data Hun. A web dashboard allows authorized users to interact with any data in the Data Hub: search, view, upload, download, edit, delete, plot and visualize.

Advanced Data Architecture

We use Postgres Timescale DB which offers the best performance for high-frequency time series or sensor data thanks to its hypertable capabilities. Our data platform has an optimized architecture for big data. We use Json and Json BLOB (binary large object) format to store multiple data in one record rather than single entry data. For example, is we store weather indicators, temperature, cloudiness, UV, wind speed, etc, rather than storing these as individual data, we store them all as 1 single Json file entry with a tag for each indicator. The API service reads and writes individual Json tags. The Jason storage format allows much faster query and smaller storage space.

Let's talk about your needs

We look forward to exploring the range of options for your projects. Please write to us and one of our project managers will get back to you at once.