Renewable Energy Monitoring Built Around the Panel, the Turbine, and the Inverter
We work across solar, wind, and battery storage operations -- from panel and turbine performance to power electronics, grid integration, and portfolio management -- bringing IoT, machine vision, and automation to the specific problems renewable energy operators actually have: distributed and remote assets, multi-vendor turbine and inverter fleets, and generation data that needs to hold up for grid-compliance reporting. Built on the same platform already proven across steel and power operations -- these capabilities are engineered to be deployed at solar, wind, and storage sites, not adapted from a generic industrial-IoT template after the fact.
The Weight of Complexity in Renewable Energy Operations
Utility-scale solar and wind sites spread across large, often remote areas, where physical inspection of every panel, string, or turbine isn't practical
Panel soiling, hotspots, and micro-cracks reducing output gradually, often unnoticed until a performance report shows a shortfall
Wind turbine gearbox, blade, and bearing condition assessed on a fixed maintenance schedule instead of actual usage and vibration data, risking either unnecessary servicing or an unplanned failure
Inverter and power electronics faults discovered as a production dip rather than flagged at the point of failure
Multiple turbine and inverter brands across a portfolio, each with its own monitoring software that doesn't share a screen with the others
Battery energy storage system (BESS) thermal risk that depends on the BMS alone, without an independent, plant-level early-warning layer
Generation forecasting, curtailment, and grid-compliance reporting assembled manually instead of generated from live plant data
A multi-site renewable portfolio where each site reports differently, making a consolidated, comparable view difficult to produce
None of this is unique to any one site -- it's the shape of running renewable generation across large, distributed, multi-vendor assets. It's also exactly where we've spent our engineering time.
Value Chain
Where We Work Across Renewable Energy Operations
Solar, wind, and storage each have their own failure modes, even though they end up feeding the same grid. Here's where this platform applies, stage by stage:
Solar Plant Performance Monitoring
- Real-time string- and array-level output monitoring, consolidated into one unified view instead of a site-by-site check
- Performance ratio and generation-loss tracking tied directly to actual irradiance and weather data, not a flat generic benchmark
Solar Panel Health & Soiling Detection
- Machine-vision and thermal-imaging-based detection of panel hotspots, micro-cracks, and soiling loss, flagging a developing issue before it costs meaningful output
- The same Vision AI capability already proven for asset-condition inspection in industrial operations, applied to solar panel inspection
Wind Turbine Performance & SCADA Monitoring
- Real-time turbine-level output, availability, and downtime tracking, consolidated across a wind farm's full turbine fleet
- Multi-vendor SCADA integration bringing turbines from different OEMs onto a single, browser-based view
Wind Turbine Condition Monitoring
- Condition-Based Monitoring System (CBMS) tracking gearbox, blade, and bearing health, flagging degradation before it causes an unplanned failure
- Maintenance scheduled by actual usage and vibration data, instead of a fixed calendar
Inverter & Power Electronics Monitoring
- Real-time inverter and power-electronics health monitoring across solar and wind assets, flagging a fault at the point it develops rather than as a production dip
- Multi-vendor inverter integration, so a mixed-brand fleet reports into one platform instead of several separate monitoring tools
Battery Energy Storage System (BESS) Monitoring
- Continuous, plant-level thermal and performance monitoring for battery energy storage systems, flagging an abnormal signature early
- Built as an independent monitoring and early-detection layer that complements your certified battery management system (BMS) -- not a replacement for it
Plant-Wide Automation & SCADA Integration
- Multi-vendor SCADA integration bringing solar, wind, inverter, and BESS systems onto a single, browser-based Web-SCADA view
- Built for portfolios running multiple OEMs and monitoring platforms across different assets and investment eras
Grid Integration & Generation Reporting
- Real-time generation, curtailment, and grid-compliance data integrated into the same unified platform as asset condition data
- Automated generation forecasting and reporting, instead of assembled manually before every review or compliance filing
Remote & Multi-Site Connectivity
- LoRa-based wireless connectivity extending monitoring to remote solar arrays, wind turbines, and substations without a dedicated fibre run to every point
- Built for exactly the connectivity challenge distributed renewable sites face -- assets spread across a wide, often rural or remote geography
Enterprise, ERP & Portfolio Asset Management
- Centralized visibility across multiple solar and wind sites in a portfolio, with standardized reporting instead of every site reporting differently
- Asset-management ERP tying O&M planning and spares inventory into one system rather than a spreadsheet-driven process
Machine Vision & Thermal Imaging for Asset Inspection
Machine vision and thermal imaging earn their place in renewable operations because a defect caught early -- a hotspot, a micro-crack, a blade erosion pattern -- costs far less in lost generation than one caught after it's already reduced output for months. The same underlying Vision AI capability already proven for asset-condition inspection in industrial operations applies directly here:
Panel Hotspot & Micro-Crack Detection
Solar panel hotspot and micro-crack detection via thermal imaging and machine vision.
Turbine Blade Inspection
Wind turbine blade crack and erosion inspection via visual and thermal inspection AI.
Balance-of-Plant Condition
General asset-condition inspection across inverters, substations, and balance-of-plant equipment.
Configured to the specific defect types and tolerances that matter for each asset, rather than a fixed, single-purpose inspection tool.
Remote Connectivity Across Distributed Solar & Wind Sites
Solar and wind assets are about as geographically distributed as industrial infrastructure gets -- panels, turbines, and substations spread across large, often rural or remote sites, far from existing cabling. LoRa-based wireless connectivity, already proven extending monitoring to remote and hard-to-cable industrial sites, applies directly to this reality -- connecting distributed renewable assets without requiring a dedicated fibre run to every point.
Built on EpsumThings
Every capability on this page runs on EpsumThings, Hailiot's industrial operations platform -- Unified Data Lake for multi-vendor data integration across solar, wind, inverter, and BESS systems, Web-SCADA for unified visibility, SCADAA for trend and deviation analytics, Vision AI for the inspection work described above, Workflow Automation for O&M and safety workflows, and AI Agents for the next layer of autonomous decision support. This is the same platform already proven across steel and power operations -- built to extend into solar, wind, and storage operations, working alongside your certified BMS and grid-compliance systems rather than replacing them.
Why Renewable Energy Operators Work With Us
Remote-Asset Connectivity
Connectivity designed for distributed, often remote solar and wind sites -- LoRa-based monitoring -- rather than assuming every point already has cabling.
Multi-Vendor by Design
Turbine, inverter, and SCADA integration that unifies a mixed-OEM portfolio rather than forcing a single-brand standard.
One Connected Platform
One platform across performance monitoring, asset condition, safety, grid reporting, and portfolio management, instead of a different vendor for each capability.
Proven Track Record
A platform with a genuine track record in energy-intensive, safety-critical industrial operations -- steel and power -- not a first deployment anywhere.
What This Changes for Renewable Energy Operations
Panel and turbine condition visible before a developing issue costs meaningful generation, instead of discovered in a performance report
Inverter and power electronics faults flagged at the point they develop, instead of showing up as a production dip
Mixed-vendor turbine and inverter fleets unified into one view, instead of several separate monitoring tools
BESS thermal risk monitored independently, as a layer alongside the certified BMS
Generation, curtailment, and compliance reporting generated from live data, instead of assembled manually
A consolidated, comparable view across a multi-site portfolio, instead of every site reporting differently
Frequently Asked Questions
Our deepest energy-intensive, safety-critical industrial track record right now is in steel and power; the solar-, wind-, and storage-specific capabilities on this page are built on that same platform and engineering team, adapted to renewable-generation realities, rather than a first-time build for the sector.
Have a Question About Digitizing Your Solar, Wind, or Storage Operation?
If panel condition, turbine health, or generation performance depends on a periodic report rather than a system that flags it in real time, that's exactly the gap this platform is built to close.