PVET Data Analytics

Optimize your solar investment through advanced data analysis.

Companies worldwide handle vast amounts of data to analyze, with up to 1 million variables, and facing recurring annual losses of up to 2%.

Powered by Big Data, machine learning, and parametric algorithms, PVET® reduces your operational costs and increases your PV plant’s productivity, ultimately maximizing your economic returns.
 
Our data analytics provides:
  • KPI’s Calculation
  • Failure detection, diagnosis & quantification
  • Digital twin technology
  • Bess Algorithm
  • Data filtering & cleaning

Automatic calculation of personalized KPIs

Each solar project is unique and has its specific contractual and performance indicators. During the activation phase we will work together to incorporate your formulas into our system so your specific KPIs are automatically calculated.

  • PR at standard output conditions and its comparison with the contractual ones
  • Energy availability including all operational failures
  • Energy losses of each productive element of the system

Failure detection, diagnosis
and quantification

We can detect and diagnose all possible failures that occur in PV plants and our advanced algorithms will precisely quantify the energy losses in case any claims need to be made.
These algorithms have been tested in real PV plants (see case studies) returning false positive rates less than 1%.

This module identifies, quantifies, diagnoses, evaluates, and predicts performance anomalies, differentiating between data acquisition faults, generation failures, and predictive failures. Our more common detection failures are: tracking losses, disconnected strings, soiling, vegetation, inverter clipping due to high temperatures, among others.

Digital Twin Technology

With the use of information from different sources, including SCADA data with real-time synchronization in the cloud, details from the monitoring system of the PV plant, external sources like reference modules and soiling sensors, and non-continuous data sources such as thermographic inspections and I-V curve testing campaigns, we create a digital twin of your PV plants with continuous updates. This integration results in clear and actionable insights:

Compares performance results with historical records and initial yield assessment estimates for a holistic view.

We add parametric algorithms to estimate the most precise energy output of all elements in the PV plant. Together with meteorological forecasts, this module enables the prediction of expected production at different time horizons for effective market integration.

Bess Algorithm

As a result of collaboration with some of the main battery manufacturers in europe, we have created algorithms to estimate your battery’s state of charge & state of health in order to optimize the energy management of your solar-battery system and detect any premature failures.

Data Filtering & Cleaning

Inaccurate, incomplete or inconsistent information is the biggest enemy of Data Analytics. Our advanced filtering algorithms solve this issue automatically, with two types of filters:

These filters ensure the quality of individual registered variables by checking for activity, proper connections, accurate recording, and alignment with expectations. They adhere to the requirements of the IEC-61724 standard.

These filters ensure coherence among variables of different types from different sources and they allow filling in lost data periods of certain elements.

Our solution oriented to optimize the production and management of large PV portfolios, is already improving the operation of +170 plants adding +6GW in 13 different countries.

Multi-platform visualization

· Web platform as the main service tool.
· Multi-platform App.
· Control Center mode for a continuous visualization of the whole operating assets.

Meet the features of
our user-friendly platform

Multi-Platform
 Visualization
  • Web platform as the main service tool.
  • Multi-platform App.
  • Control Center mode for a continuous visualization of the whole operating assets.
  • Different users’ access levels.
  • Control of user’s permissions and information access.
  • User management by group of plants.

  • Daily, weekly, monthly, quarterly and annual reports with the most relevant information.
  • Reports adapted to types of users.
  • Periodical report libraries and other reports associated to the plants.

  • Supervise large PV plants through our cross-platform at web, app and control center.
  • Receive notifications via app and email.
  • Manage incidences and events trough calendars.
  • Incident management by text and picture tickets.
  • Preventive action planning and measurement campaigns.

User Management

· Different users' access levels.
· Control of user’s permissions and information access.
· User management by group of plants.

Reporting and management

· Daily, weekly, monthly, quarterly and annual reports with the most relevant information.
· Personalized reports adapted to the user and types of users.

Notification System

· Manage notifications for large PV plants by accessing any of our multi-platform options, app, control center or web.

Incident & Event System

· Manage incidences and events trough calendars.
· Incident management by text and picture tickets.
· Preventive action planning and measurement campaigns.

Trusted by

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Consulting / Testing

Our ISO/IEC 17025 accredited laboratory and expert consultancy services.

Cutting Edge Data Analytics for PV plants.

Specific Scada system for PV plants with our own PPC.

Entec’s line of products for solar energy industry.

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Maximize Your Plant's Profitability with our Photovoltaic Evaluation Tool (PVET)

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