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@MODERATE-Project

MODERATE

MODERATE aims to connect data providers with other building stakeholders by improving interoperability between datasets.

MODERATE Project

Getting Started with MODERATE

MODERATE is essentially a collection of three things:

  • A few well-curated public datasets related to the building sector.
  • A collection of web applications and CLI tools aimed at solving specific challenges in the building data analysis domain. Please see tools and services for further information.
  • A central web application referred to as the MODERATE Platform (http://www.moderate.cloud) which serves as an entry point to some tools and also as a catalogue to upload, browse, and download datasets, as well as some other proofs of concept.

Important

Access to the MODERATE Platform currently needs to be manually approved by the administration team. Please send us an email to andres.garcia@fundacionctic.org if you sign up.

Understanding MODERATE

MODERATE aims to connect data providers with other building stakeholders by improving interoperability between datasets, by making use of data from different providers and aims to develop services based on data analytics that can transform raw data into knowledge for end-users.

MODERATE Concept

Lack of interoperability between building datasets is a key issue MODERATE aims to address by developing an open marketplace where data can be reliably shared between data owners. In a next step, the platform will allow for users to make use of different services to analyse the available data, gain insights on the building stock and create a long-term impact for the management of buildings.

Using Synthetic Data

A key aspect of the platform to increase trust for providers to share the data they own, is the use of synthetic data generation techniques, which are not widely applied in the building sector yet. These techniques protect the most sensitive data similar to classical anonymization and keep 80 to 90% of the most valuable parts to allow for insightful data analytics.

Who can use MODERATE?

MODERATE connects data providers with other stakeholders in the industry. On one hand owners of building data sets (Facility Managers, ESCOs, regional/national government agencies, …) can reliably share their data through the platform and integrate it with others for aggregated datasets.

In a next step the data providers, together with other building stakeholders, can make use of the data analytical tools that will provided through to platform to gain meaningful insights from the data available through the MODERATE platform.

Funding and Disclaimer

EU Flag This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No 101069834. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or CINEA. Neither the European Union nor the granting authority can be held responsible for them.

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  1. moderate-infrastructure moderate-infrastructure Public

    Infrastructure-as-code provisioning for the MODERATE platform's cloud environment on Google Cloud Platform. Using Terraform, it manages the GKE cluster, Cloud SQL databases, DNS, networking, and al…

    HCL 1

  2. moderate-platform-api moderate-platform-api Public

    The central REST API and web user interface of the MODERATE platform, providing programmatic access to datasets, user management, and data quality services. Built with FastAPI and React, it serves …

    Python 1

  3. moderate-docs moderate-docs Public

    The central documentation site for the MODERATE platform, providing comprehensive technical guides, API references, and user documentation. It serves as the primary knowledge base for developers, r…

    Dockerfile 1

Repositories

Showing 10 of 27 repositories
  • moderate-docs Public

    The central documentation site for the MODERATE platform, providing comprehensive technical guides, API references, and user documentation. It serves as the primary knowledge base for developers, researchers, and stakeholders interacting with the platform's components.

    MODERATE-Project/moderate-docs’s past year of commit activity
    Dockerfile 0 EUPL-1.2 1 0 0 Updated May 26, 2026
  • moderate-platform-api Public

    The central REST API and web user interface of the MODERATE platform, providing programmatic access to datasets, user management, and data quality services. Built with FastAPI and React, it serves as the primary integration point for external developers and end-users.

    MODERATE-Project/moderate-platform-api’s past year of commit activity
    Python 1 EUPL-1.2 0 0 0 Updated May 26, 2026
  • moderate-diva-deployment Public

    Deployment configuration for the Data Integrity and Validation Architecture (DIVA), MODERATE's data quality subsystem. Using Docker Compose, Ansible, and Taskfile, it orchestrates Apache NiFi, Kafka, and supporting services for continuous data validation and stream processing.

    MODERATE-Project/moderate-diva-deployment’s past year of commit activity
    Python 0 1 1 0 Updated May 25, 2026
  • MODERATE-Project/Watt-s-up-Hackathon-2025’s past year of commit activity
    0 0 0 0 Updated May 22, 2026
  • Synthetic-Load-Profiles Public

    A Generative Adversarial Network (GAN) that synthesizes realistic annual electrical load profiles at hourly resolution. Developed within the MODERATE project, it enables privacy-preserving generation of synthetic energy consumption data for research and scenario analysis.

    MODERATE-Project/Synthetic-Load-Profiles’s past year of commit activity
    Python 0 Apache-2.0 0 0 1 Updated May 22, 2026
  • dbsm-r2025-geoservice Public

    Geospatial service for accessing and querying the DBSM R2025 dataset via PostgreSQL.

    MODERATE-Project/dbsm-r2025-geoservice’s past year of commit activity
    Python 1 0 0 0 Updated May 22, 2026
  • trust-service Public Forked from Cybersecurity-LINKS/trust-service

    A Rust-based microservice providing cryptographic proofs of data integrity and provenance for the MODERATE platform. Built with Actix-web and integrated with the IOTA Tangle for decentralized identity (DID) management, it also supports NFT minting for dataset attribution.

    MODERATE-Project/trust-service’s past year of commit activity
    Rust 0 Apache-2.0 1 0 0 Updated May 21, 2026
  • moderate-tools-staging Public

    Configuration and deployment tooling for the MODERATE staging environment, providing a pre-production testing ground for platform components. It mirrors the production infrastructure setup to enable safe validation of changes before deployment to the live environment.

    MODERATE-Project/moderate-tools-staging’s past year of commit activity
    0 0 0 0 Updated May 20, 2026
  • timeseries-energy-benchmarking Public Forked from baeda-polito/TimeseriesEnergyBenchmarking

    A Shiny application for performing time-series-based energy benchmarking on whole-building annual electrical consumption. Developed within the MODERATE project, it enables comparative analysis of building energy performance against external reference datasets using temporal patterns.

    MODERATE-Project/timeseries-energy-benchmarking’s past year of commit activity
    R 0 1 0 0 Updated May 20, 2026
  • solar-cadastre Public

    A Solar Cadastre tool that maps and assesses solar energy potential across building rooftops within the MODERATE platform. It combines geospatial analysis with solar irradiance data to support urban energy planning and renewable energy deployment decisions.

    MODERATE-Project/solar-cadastre’s past year of commit activity
    Python 1 EUPL-1.2 0 2 0 Updated May 18, 2026

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