Solar Plant Performance Monitoring Dashboards
Build real-time solar plant performance monitoring dashboards with IoT, Python, and analytics. PySquad helps operators track output, detect faults, and optimise generation.

- Solar plant operators
- Solar asset owners
- O&M service providers
Faster detection and resolution of faults
Higher efficiency in O&M operations
Clear and consistent performance visibility across plants
Results depend on scope, integrations and adoption.
A clearer view of the whole operation.
Solar plants continuously generate high-frequency data from inverters, meters, weather stations, strings, and other field devices. This data holds the key to understanding plant performance, but without structured monitoring, it remains underutilised. Operators often rely on fragmented tools or delayed reports, making it difficult to act on issues in time. A well-designed monitoring dashboard converts raw IoT data into meaningful metrics, helping teams track performance, detect anomalies early, and manage multiple plants from a single interface.
Energy losses increase when solar data is not analysed in real time.
Many operators do not have a consolidated view of plant performance across devices, zones, and locations. Faults at the string or inverter level often go unnoticed until generation drops significantly. Environmental factors such as irradiance changes or panel degradation are not analysed in context, leading to missed optimisation opportunities. Manual monitoring and scattered dashboards slow down issue detection and response. Over time, these inefficiencies reduce energy output, increase operational costs, and impact overall plant returns.
- Manual tracking of generation data in spreadsheets
- Separate dashboards for each device or plant
- Reactive maintenance after noticeable performance drops
- Limited analytics for cross-site comparison
- Late identification of faults and inefficiencies
- Lower overall energy generation
- Increased time to respond to operational issues
- Limited decision-making visibility for stakeholders
The capabilities behind the operation.
Review the functional scope, then discuss the requirements specific to your team.
Real-Time IoT Integration
Continuously ingest data from inverters, meters, sensors, and SCADA systems into a unified platform.
Performance KPI Dashboards
Monitor key metrics such as PR, CUF, irradiance, energy yield, and inverter efficiency.
String and Panel Diagnostics
Visualise performance at string level using heatmaps to quickly identify faults and underperforming zones.
Automated Alerts and Triggers
Receive real-time notifications when performance deviates from expected thresholds.
Multi-Plant Portfolio View
Track and compare performance across multiple plants from a single dashboard.
Forecasting and Analytics
Analyse trends and predict expected generation based on weather and historical data.
Grounded in the way your team works.
How we work- 01
Integrate and normalise IoT data from multiple sources
- 02
Define clear and actionable performance KPIs
- 03
Implement rule-based alerts and anomaly detection
- 04
Design dashboards for multi-site monitoring and quick decision-making
We build solar monitoring systems that prioritise real-time visibility and operational usability. Data from inverters, SCADA systems, and sensors is integrated into a central platform with reliable ingestion and processing pipelines. We define and compute key performance indicators such as PR, CUF, and energy yield in a consistent format. Dashboards are designed for quick interpretation, highlighting deviations, trends, and faults without overwhelming operators. The system scales from single plants to large
The complete workflow, in one view.

Is this the right fit?
The right solution starts with the right operating requirements.
Check the fit with usDesigned for
- Solar plant operators
- Solar asset owners
- O&M service providers
- Renewable portfolio managers
May not be suitable for
- Residential solar users
- Plants without IoT access
- Non-monitored solar projects
- Manual-only solar operations
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Walk through the solution with your operation in mind.
Questions worth asking.
Ask something elseCan you integrate with any inverter brand?
Yes. We support Modbus, MQTT, APIs, and custom IoT gateways.
Do dashboards support multiple plants?
Yes. We provide a centralised multi-site view.
Can you add forecasting for expected production?
Yes. We build AI models for short-term and long-term forecasts.
Will the dashboard work on mobile devices?
Yes. All dashboards are responsive and mobile-friendly.
Can we customise KPIs and thresholds?
Absolutely. Every metric and alert is configurable to your needs.
Let’s define your next step.
Tell us what needs to work better, the systems you use, and the scope you have in mind.
Discuss your requirementsShare your requirements through our enquiry form.A little closer, wherever you are
Big world.
Close partnership.
Good work travels. We bring product engineering, AI and Odoo ERP to the conversation, and make room for your way of working.