Tools and services
Availability of public tools and services
MODERATE is under active development, so the infrastructure may occasionally be offline for maintenance, cost optimization, or other development purposes. If any links are not working, please either wait for redeployment or contact us via email for access.
📊 Building Benchmarking
Benchmarking is a web tool that allows the comparison of building performances. It provides a comprehensive view of energy efficiency and performance metrics for a selected building, including the most relevant KPIs and their interdependencies.
🧠 BrickLLM
BrickLLM is a web application that generates RDF files conforming to the BrickSchema ontology by leveraging Large Language Models (LLMs). The application is built on top of the Python library BrickLLM.
📈 Contextual Anomaly Detector
The Contextual Anomaly Detector identifies anomalies in meter-level energy consumption using supervised and unsupervised analytics combined with the distance-based contextual matrix profile (CMP) algorithm. It autonomously detects infrequent patterns in energy timeseries, applies boundary conditions, and ranks anomalies by severity based on load shape and magnitude. With self-tuning capabilities, the tool helps energy and facility managers detect abnormal energy usage and inefficiencies, enabling informed decisions to reduce waste and optimize performance.
🏗️ Geoclustering Tool
The Geoclustering Tool is a web application that allows users to cluster buildings based on their geospatial location and other relevant features. The tool is built using Python and is designed to be easy to use and understand. The actual versione analyze the Energy PErformance Certificate of the Pedmont region, Italy. A sensitivity analysis is also available to evaluate the impact of different clustering parameters on a selected target.
🏘️ LEC Assessment Tool
Local Energy Communities (LECs) are pivotal in advancing building decarbonization, fostering social cohesion, and promoting the integration of renewable energy sources. This tool streamlines the establishment of LECs by pinpointing optimal locations for their formation, enabling stakeholders to efficiently identify viable LEC sites.
💰 Measurement and Verification Tool
The Measurement and Verification Tool is a web application that allows users to perform measurement and verification of building energy performance, using the option C of the International Performance Measurement and Verification Protocol (IPMVP).
🌞 Solar Cadastre
The Solar Cadastre (SC) enables users to evaluate the solar energy potential of buildings and assess the efficiency of installed solar panels. Through an interactive map, users can select buildings, perform energy calculations, and retrieve cadastral data to support decision-making.
🔍 Fault Detection and Forecasting
The Fault Detection and Forecasting tool offers a customizable environment for setting up time series data analytics to detect anomalies and forecast system behavior. Through the SYNAVISION platform, it provides intelligent monitoring that enables predictive maintenance for technical building systems, helping energy managers identify faults in near-real time and optimize operations.
⚡ Energy System Optimization
The Energy System Optimization tool offers a customizable environment for optimizing building energy systems through time series data analytics. Through the SYNAVISION platform, it enables smart control of heating requirements based on weather forecasts, allowing for automated temperature adjustments that maximize comfort while minimizing energy consumption. The tool is especially effective when integrated with MyGekko building automation systems.
📉 Timeseries-based Energy Benchmarking
The Timeseries-based Energy Benchmarking tool performs advanced benchmarking of buildings' operational energy performance using hourly electricity consumption time series. It evaluates and compares a building's electricity consumption against a reference peer group selected from a larger stock of buildings (more than 700) based on similar consumption features. The tool incorporates preprocessing, peer identification, KPI calculation, and benchmarking to deliver actionable insights for building energy managers.
✅ Quality Check Report Tool
The Quality Check Report Tool is a web-based application designed to validate and analyze Energy Performance Certificates (EPC) in XML format. This tool automates the process of identifying inconsistencies and discrepancies in EPCs by applying a set of predefined validation rules. The application provides immediate feedback through a user-friendly interface, helping users ensure their certificates meet all required standards and specifications.