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Product Line I · Platform Layer

PV Safety Cloud Platform

Turns "which module is the problem" from a guess into a traceable record. Every module's voltage, current, temperature and conduction state is archived in full; the array heatmap pinpoints anomalies at a glance; five AI diagnostics compress fault discovery from day-scale inspection to second-scale exposure.

Full module-level archiveArray heatmapFive AI diagnosticsDeepSeek integration
Hisolarmate PV Safety Cloud Platform · site overview
SecondsFault detection and localisation, replacing day-scale manual inspection.
FullModule-level voltage, current, temperature and conduction state — not sampled.
5 classesAI diagnostics covering soiling, hotspots, arcing and more.
AuditableAlarm closure, compliance reports and audit logs fully retained.
Core capability

From seeing data to understanding it

Most platforms hand you a wall of curves. The hard part is telling you which curve fails tomorrow.

Site overview

Device status, online rate, PR and operating summary per project, comparable across sites on one screen.

Module archive

Voltage, current, temperature and conduction state retained per module, traceable to serial number.

Array heatmap

Status distribution laid out on the actual roof geometry — anomalies visible without opening each node.

LDSW network view

Link quality, online devices and communication success rate in real time — no more guessing at network issues.

Five AI diagnostics

Writing veteran know-how into models

Once module-level data density is high enough, many faults previously found only by sending someone onto the roof become visible in the data first.

01 Soiling detectionCompares yield decay within a string to flag soiling and recommend cleaning.
02 Hotspot detectionJoint temperature and power-deviation criteria locate locally overheated modules.
03 Arc pre-warningDetects anomalous current signatures and warns before an arc starts a fire.
04 String mismatchIdentifies yield divergence between modules, locating underperformers and wiring faults.
05 Shutdown anomalyCompares command against actual state to surface silent failures — devices that should have opened but did not.
+ DeepSeek LLMLarge-model O&M Q&A and fault attribution, translating data into recommended actions.
The platform in use

From site overview all the way down to a single module

This is not a mock-up — it is the live interface. The left rail drills from plant to zone to inverter to string. Pick any module on the right and its serial number, live voltage and current, temperature, link status and latest alarms appear in one panel.

Hisolarmate PV Safety Cloud Platform · module monitoring and single-module record

Live interface · module monitoring and single-module record (captured from a test site at night, in standby — hence zero live power and current readings)

Layout mirrors the real roof

The array view follows the actual physical positions of modules. Faulty modules are highlighted in place, so nobody hunts by serial number.

Drill without detours

Plant → zone → inverter → MPPT → string → module. Every level shows online and abnormal counts.

A complete module record

Serial number, rated power, live voltage / current / temperature, communication channel and the last five alarms, all on one panel.

Four roles

One platform, four views

Management wants summary, O&M wants tickets, delivery wants commissioning, owners want reporting. Views are assigned by role so nobody has to compromise.

RoleFocusWhat the platform provides
Management / ownerPortfolio distribution, online rate, PR, overall safety postureMulti-site dashboard, monthly safety report, exportable compliance records
O&M teamAlarm handling, work orders, fault localisationAlarm grading and closure, ticket workflow, module-level location with actions
Delivery teamDevice onboarding, parameter checks, commissioningBatch binding, threshold configuration, link self-test, commissioning record export
Safety officerEmergency shutdown, audit trail, liability demarcationOne-click shutdown, operation audit log, event timeline reconstruction
Closing the loop

The platform is not an island — it closes the three-layer chain

Down to the hardware

  • Ingests full module-level data from HiSRSD shutdown devices
  • Organises the LDSW network through the Smart Network Controller
  • Pushes shutdown commands, thresholds and firmware to terminals
  • Shares one O&M entry point with the CS-500 storage suppression system

Up to decision making

  • Generates safety ledgers and compliance reports ready for board reporting
  • Alarm closure records support liability demarcation
  • Historical data export supports insurance and audit workflows
  • Open interfaces for integration with existing O&M systems
Demo & trial

Run it on your own site data first, then decide

Demo environment trials and live site data onboarding available, together with safety-ledger templates and acceptance criteria design.

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Validate project fit with a sample unit first.

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