Validation of the BIGG Data Analytics Toolbox over the BIGG Data Reference Architecture in 6 Business Cases in Spain and Greece
Creators: name: Gómez, Nerea
name: Escursell, Oriol
name: Carbonell, Jordi
name: Uhlman, Anthony
name: Papakonstantinou, Athanasios
name: Hollanders, Romain
name: Xepapadaki, Tonia
name: Mukherjee, Sampath
name: Symeonidis, Polychronis
name: Granollers, Josep Maria
name: Tiben, Niels
Publisher: name: Zenodo
Year: 2023
Subjects: big data
BIM
h2020 project
energy efficiency
public buildings
energy certification
energy performance
comfort of occupants
HVAC
Deep learning
DEEP
CMMS
AI
BMS

description: The BIGG project (Building Information aGGregation, harmonization and analytics platform), launched in December 2020, demonstrates the application of big data technologies and data analytic techniques in the complete building’s life cycle, in more than 4,000 buildings in 6 large-scale pilot testbeds, 3 in Spain (Catalonia) and 3 in Greece (Athens, Volos and Thessaloniki). The six business cases considered in the project can be divided in 3 case study areas : In Catalunya, Spain, BIGG has 3 business cases: BC1. Benchmarking and energy efficiency tracking in public buildings, BC2. Energy certification in residential and tertiary buildings and BC3. Building life-cycle – From planning to renovation. The site integrates key actors in the area disposing of large datasets of building energy performance data. The local consortium includes regional energy policy institution, public building management company and building research centre. The pilot site will demonstrate a number of analytic services that address several needs of the public administrations to enhance the data gathering and analysis for monitoring the performance and improving the energy efficiency of the building stock. The business cases BC4. Energy Performance Contract-based savings and BC5. Buildings for occupants: Comfort case study 17 large commercial office buildings in Athens, Greece, managed through Energy Performance Contracting (EnPC) or Maintenance Contract. The pilot site will demonstrate the application of EnPC-based management for commercial buildings. Focus will be on continuously optimizing the building operation-consumption, to guarantee comfort of occupants, by controlling HVAC systems/lighting. All buildings have passed Energy Audits (ISO 50001 or ISO14001), offering extensive information about building physical characteristics (GREY), performance and consumption before and after the energy efficiency improvements. The business case BC6. Electricity and Gas demand-response consist of 150.000 HERON electricity and natural gas clients (residential and commercial) spread across Volos and Thessaloniki, Greece. Residential consumers can tune the operation of their heating system through a smartphone application and let the controller optimally adapt the heating operation to their comfort limits, weather conditions and building characteristics. The pilot site will demonstrate the application of Demand Response management on top of electricity and gas consumers of HERON including the gathering and harmonization of data stored in different databases. Throughout this White Paper, the six business cases will be introduced, including the main details about each use case. The technical solution proposed will be presented, together with some results and the analysis of each solution, with the aim of understand how BIGG has helped with the challenges found.