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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 Performance Monitoring Dashboards
Built around your operation
  • Solar plant operators
  • Solar asset owners
  • O&M service providers
The business case

What changes for your business.

Expected outcomes from the solution.

Explore the approach

Improved energy generation through timely interventions

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.

The operating context

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.

Where friction builds

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.

Current approach
  • 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
Operational impact
  • Late identification of faults and inefficiencies
  • Lower overall energy generation
  • Increased time to respond to operational issues
  • Limited decision-making visibility for stakeholders
Inside the solution

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.

From requirements to implementation

Grounded in the way your team works.

How we work
  1. 01

    Integrate and normalise IoT data from multiple sources

  2. 02

    Define clear and actionable performance KPIs

  3. 03

    Implement rule-based alerts and anomaly detection

  4. 04

    Design dashboards for multi-site monitoring and quick decision-making

Our approach

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

How it connects

The complete workflow, in one view.

Solution workflow
Make an informed decision

Is this the right fit?

The right solution starts with the right operating requirements.

Check the fit with us

Designed 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

Trusted by clients worldwide

BDO
Marinapy
Vanilla Steel
INT Express
InnovationM
Telco Holdings International
Inglasco International
Upex Electrical UK
Lux Logic Lighting
CM3 Engineering
Finest Travel Africa
CareNav
XA Global Trade Advisors
Predictores.ai
iTech Consulting
Net Informatica
TextureAI UK
Lux Via
EEN Consulting
Intelgrity Ltd
OTEK Consulting
AI-O AI
The Hillock Hotels & Banquets
See it on your workflows

Walk through the solution with your operation in mind.

Discuss your requirements
Before you decide

Questions worth asking.

Ask something else
Can 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.

Start with your requirements

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.

01 / BaseAhmedabadIndia, remote
02 / ApproachOne shared planDiscovery to delivery
03 / ConnectionBuilt around youAgreed meeting rhythm