Advanced Analytics
GreenPowerMonitor's Advanced Analytics feature is a cutting-edge tool to help asset managers monitor and analyze the performance of their assets. The feature consists of a set of advanced algorithms, developed by leading experts in the industry, to provide top-tier analytics, identify underperformance and downtime, and address other issues that may impact the overall production and availability of your assets.
The Advanced Analytics leverage GPM's data collection, machine-learning, and statistical models to analyze large volumes of data from various sources, including weather, performance, and other operational data. Our algorithms then apply sophisticated analysis techniques to identify trends, patterns, and anomalies that may indicate underperformance or other issues.
This feature allows you to identify issues before they become significant problems, enabling you to take proactive measures to resolve them. For example, if the algorithms detect a drop in energy production or an increase in downtime, you can investigate the issue and take corrective actions, such as maintenance or optimization, to prevent further loss of revenue or production.
The Advanced Analytics feature provides a range of key performance indicators (KPIs) that offer insights into the performance and health of your assets. These KPIs include energy production, availability, and other critical metrics, which help asset managers to make informed decisions about their operations.
Thanks to the Advanced Analytics feature, you can increase the reliability and performance of your assets, minimize downtime, and reduce maintenance costs. You can also optimize energy production, leading to increased revenue and profitability.
Available tools
GPM Plus has two powerful tools based on Advanced Analytics, accessible through the Plant Dashboard module.
The Heatmap displays historical aggregated data at the element level (for example, inverters or wind turbines). This feature leverages GPM's Advanced Analytics to allow you to identify where and when assets in your portfolio are under-performing, allowing you to evaluate and address inefficiencies at the level of individual elements.
The Losses Categorization Table provides a detailed breakdown that allows you to identify and quantify the causes behind the energy losses of your plants, compared to the predicted production. This provides insight and a detailed understanding of the reasons behind the losses, enabling you to make strategic decisions to improve your energy production.
The Losses Heatmap is an advanced visualization feature that presents a detailed and interactive view of energy losses across devices over time. This feature leverages GPM's Advanced Analytics to allow you to identify patterns, trends and anomalies in energy production and output.