Monitoring as a Service

The RTDT software sets a new standard in structural health monitoring. The RTDT software supports owners, operators, service providers and OEMs throughout their journey into monitoring and diagnostics for more reliable and profitable wind turbine fleet.

The focus of the RTDT SaaS is to

Bridge the gap between SCADA and structural assessment
Bridge the gap between field performance and turbine R&D and design

We do this by

Leveraging ensembles of physics-based, hybrid & data-driven & Graph Neural Network models
Providing indicators for structural health, structural reliability, structural integrity, structural reserves, design loads, safety factors, RUL and O&M optimization

RTDT Base

Fully managed platform

Bridging the gap between SCADA and structural assessment

Plug and play software solution for existing SCADA monitoring-based systems
Fleet wide SCADA-based digital twins with out-of-the box capabilities for inter or intra turbines anomaly detection, classification and root cause tracing
Augmenting SCADA-based digital twins with vibration time series models for short- and long-term structural assessment
Bridging SCADA-based digital twins to structural dynamics with physics-based models for near-realtime or offline predictions of fatigue and extreme loads as well as leading edge erosion
Mixture models for multivariate clustering and forecasting of substructural components failure
List of events and the necessary interventions to mitigate their severity
Automated issuance of Alarms based on events' severity
Automated reporting
Decision support engine for optimal O&M and health management

RTDT+

Fully managed platform

Bridging the gap between automated, continuous and direct field measurements of vibration and loads, structural health monitoring and turbine design

Everything in RTDT Base
A dedicated SHM measurement system (vibration & strain) for deeper structural assessment capabilities
A large library of analysis methods to fuse SCADA, vibrations measurements with physics models, time series models and deep artificial intelligence models to detect and mitigate the early onset of structural damage, faults, anomalies, abnormal operations and systematic catastrophic structural failure due to design or manufacturing errors
Automated assessment of structural underutilization and reserves for deeper insights into power performance optimizations
Automated estimate of the remaining useful lifetime of main wind turbines' substructures (foundation, tower, yaw, nacelle main frame, drivetrain, rotor-hub)
Health indicators including severity levels for the main wind turbines' substructures (foundation, tower, yaw, nacelle main frame, drivetrain, rotor-hub)
Decision support engine coupled with an automated structural reliability computations for optimal O&M and health management

RTDT Enterprise

Fully customizable platform

From individual wind turbines monitoring to fleet-wide structural health monitoring and digital twining using SCADA and direct field measurements of vibration and loads

Everything in RTDT+
All analysis methods, models and algorithms are fully customizable and can be re-trained and re-tuned and redeployed (in minutes) and on-demand via a simple and dedicated user interface (no-code needed)
A dedicated SHM measurement system (vibration & strain) on 10-20% of all turbines in the wind farm for deeper structural assessment capabilities
Single digital twin for the whole fleet for both structural loads and power performance
Population-wide (fleet) structural reliability assessment
Module to compute risk-based pricing of insurance premiums for the whole fleet

RTDT API

Full integration with customer tools

With direct access to our backend, customers get all SHM requirements they need, on demand. All SHM requirements you need, on demand. Full flexibility and integration with your tools

Everything in RTDT Enterprise
Programmatic integration of all RTDT capabilities into your computational tools and pipelines