Engineer's Corner

Complete technical breakdown of GT systems. Calculations, algorithms, fault tolerance, and honest answers to hard questions. For engineers who ask the right questions.

System Overview

GT Solar Station Diagram

Key Specifications

4.2–4.4 kWp
Peak Power (6 panels)
5–15 kWh
Battery Capacity
10,000
Cycles (30% DoD)
30 m/s
Wind Resistance
97–98%
Inverter Efficiency
±0.5°
Tracking Accuracy
–35 to +60°C
Operating Range
72 h
Local Data Buffer

1. Choosing the Right System

GT doesn't sell solar stations.
GT solves the problem of autonomous power supply.
If wind is more effective for your location than solar — we'll tell you directly.

Three Types of Solutions

Type When Suitable GT Product
Solar Station Average annual wind <8 m/s, good insolation HSS Lite / HSS Core
Wind Generator Average annual wind >10 m/s, frequent storms GT Wind 2kW
Hybrid Variable conditions, seasonality Solar + Wind + shared storage

Where Solar Stations Are NOT Recommended

We do not recommend installing solar stations in locations with:

Examples: Baltic coast (Svetlogorsk, Klaipeda), Western Netherlands, Atlantic coast of Portugal/France, Northwestern Germany (Frisian Islands), Western Ireland and Scotland.

For these locations we recommend: GT Wind 2kW as primary source, solar station behind the house or fence — in wind shadow.

iONE's Role in System Selection

AI assistant iONE is connected to meteorological APIs and before purchase analyzes: average annual wind speed, storm frequency, monthly insolation, terrain and shading.

If the location is not suitable for a solar station — iONE will warn and offer an alternative.

2. Mechanics and Wind Resistance

Foundation Structure

The station is mounted on 6 screw piles, 89 mm diameter, 1.6–1.8 m length, galvanized S355 steel. Distributes load, eliminates tipping, no concrete required.

Load-Bearing Frame

Galvanized steel 100×100×8 mm, bolted connections (no welding). Galvanization service life: 25–30 years. Rubber-metal dampers absorb shock loads during gusts.

Mast and Drive

Central mast: aluminum profile with internal cable channels ("mast-in-post"). Main drive: slewing drive SDE3-62-R, self-locking worm gear with 62:1 ratio.

Tilting moment capacity 17 kN·m (static load-bearing)
Self-locking torque 3.7 kN·m (holds position without power)

Wind Load Calculations

Parameter Formula Values Result
Wind pressure q = 0.5 × ρ × v² ρ=1.25 kg/m³, v=30 m/s 562 Pa
Wind force F = q × Cd × A Cd=1.2, A=25 m² 13.8 kN
Moment on tracker axis M = F × L L=1.5 m 20.7 kN·m
Moment on drive M_drive = M / i × η i=62, η=0.4 ~8 kN·m

Safety margins: Drive torque: 2.1–2.3×. Entire system (mast, supports, flanges): ≥1.8×. At 30 m/s wind, mechanics operate within 55–60% of allowable limit.

Storm-Park and Half-Park

When wind exceeds 15 m/s, the system automatically moves panels to safe position:

Entry: wind >15 m/s for 10 sec. Exit: wind <12 m/s for 60 sec.

3. Electrical and Thermal

MPPT and Inverter

Dual MPPT — each panel string operates independently. Input voltage: 120–500 V, efficiency 97–98%. Built-in protection: OV, UV, OC, OT, SPD.

Passive Cooling

Heat dissipated through graphite thermal pads to aluminum enclosure. No fans = no clogging, no noise. Stable from –30 to +55°C ambient.

Active BMS Balancer

Bidirectional charge transfer between cells. Operates at low temperatures, reducing heating and losses.

LiFePO₄ Cells

Capacities: 206, 280, 314 Ah. Configurations: 8S (24 V, HSS Lite) and 16S (48 V, HSS Core). Operating range: –35 to +60°C.

Cell Lifespan

Depth of Discharge (DoD) Cycles to 80% capacity
≤30% up to 10,000
80% ~3,000
100% ~2,000

Conditions: 25°C, current ≤0.3C.

4. IoT, Server, and AI

Telemetry (every 15 seconds)

  • Power generation and consumption
  • Currents and voltages per panel string
  • Cell, inverter, controller temperatures
  • Wind speed and direction
  • Tracker position (azimuth, tilt)
  • BMS status (cell voltages, balance, errors)
  • Connection quality, GPS status

Communication

Wi-Fi, LTE, Ethernet. Average traffic: ~120 MB/month. All telemetry encrypted (AES-256), stored in France (GT Cloud), backup in Germany.

Controller Autonomy

Local buffer: 72 hours (SQLite). During connection loss, data accumulates and syncs after restoration. Station operates fully autonomously.

AI Monitoring

What It Monitors How It Detects What It Means
Panel degradation One string produces 15% less under same sun Contamination, microcrack, defect
Drive wear Motor current increased 20% over a month Needs lubrication or reducer check
Cell imbalance Voltage delta grows after balancing One cell degrading faster
Anemometer anomaly Readings don't correlate with regional weather Sensor contaminated or faulty
Overheating Inverter temp above normal at same load Heat dissipation deteriorated
R2D3 IoT AI

5. Fault Tolerance

Failure Detection System Response Who Knows First
Panel degradation AI detects reduced output Notification GT → customer
Drive wear AI detects current increase Preventive maintenance GT → customer
Cell imbalance BMS + AI trend Increased balancing GT → customer
Anemometer fault No data or CRC error Enter HALF_PARK Simultaneous
GPS lost No fix >5 min Light sensors + clock Automatic (±2°)
Drive jammed Current >150% Stop, notification Simultaneous
Connection lost No response 72 h Autonomous mode System continues
Critical failure Emergency code Safe mode, urgent dispatch GT → immediate
No single sensor failure stops the system.
Each critical function has a fallback:
• No GPS → light sensors + clock
• No anemometer → safe position (Half-park)
• No cloud → autonomous operation with local storage

6. Proactive Service

Traditional service: Customer notices problem → calls → waits → repair.

GT service: System detects anomaly → GT analyzes → GT calls customer → prevention before failure.

Response Levels

Level What Happens Response Time Action
🟢 Observation Parameter deviated but within normal Logged, trend monitored
🟡 Attention Trend leads to problem in weeks 48 h Notification, visit planning
🟠 Action Required Parameter out of range, system works 24 h Contact, diagnostics or dispatch
🔴 Critical Risk of failure or damage 4 h Safe mode, urgent dispatch

Real Example

Station #1847, Munich. AI detected: azimuth drive current increased from 1.2 A to 1.8 A over 3 weeks. Diagnosis: likely thickened lubricant or sand in reducer. Action: service visit, drive maintenance. Result: prevented worm gear wear, customer didn't notice the issue.

What This Gives You

7. GT vs. Typical Market Solutions

Component GT Typical Alternatives
Drive Self-locking worm gear 62:1, no power to hold Ball-bearing with external brake, drift 1–2°/hour
Frame Dampers Rubber-metal mounts absorb impacts Rigid welded → microcracks after 1–2 years
Cooling Passive via aluminum, no fans Forced cooling — filters clog, failure points
BMS Active balancer, bidirectional transfer Passive resistive → losses and uneven wear
Sensors Anemometer + inclinometer + GPS + light Only GPS and encoders, no wind data
MPPT Independent for each string Single shared — shading drops entire chain
Materials Aluminum, galvanized steel, bolted, IP65 Black steel, welding, plastic cable entries
Service Model Proactive — GT detects issues first Reactive — customer reports problems

8. Skeptic's FAQ

"Worm gear — isn't that low efficiency?"
Yes, efficiency is ~40% in transmission mode. But the drive operates 10–15 minutes per day. Losses are ~5 Wh/day, which is 0.02% of generation. In return: self-locking without power and without brake pad wear.
"What happens in hail?"
Panels are certified to IEC 61215 — withstand 25 mm hail at 23 m/s. In storm-park, panels are horizontal, minimizing impact area.
"72-hour buffer — what if longer?"
After 72 hours, old data is overwritten (FIFO). But the station continues operating autonomously. Critical events (errors, emergencies) are stored separately and never overwritten.
"Why LiFePO₄ and not NMC? NMC has higher density."
Density is 30% higher, but cycle life is 3× lower, and strict thermal management is required. For a stationary station, LiFePO₄ is optimal for total cost of ownership.
"What if I have constant strong wind?"
Then a solar station isn't the best choice. We're honest about this. For windy locations, we have GT Wind 2kW. iONE will check your location against weather data before purchase and suggest the optimal configuration — possibly a hybrid: wind generator in the open + solar station in wind shadow.
"If something breaks, who notices?"
We do. Before you. Every station transmits telemetry to GT Cloud every 15 seconds. The AI model analyzes trends: if drive current is rising, or one panel produces less than its neighbor, or a cell is imbalanced — we see it. And we contact you before you notice the problem. It's not "call support," it's "we'll call you."
"What if I lose internet for a week?"
The station works fully autonomously. Local controller makes all decisions. Telemetry accumulates in the 72-hour buffer. When connection restores, data syncs. You lose cloud monitoring temporarily, not functionality.
"How do I know the system is actually tracking optimally?"
The app shows real-time tracking position, actual vs. theoretical generation, and MPPT efficiency. If tracking were off, you'd see the gap. Plus, AI monitors this continuously and alerts on deviations.

9. GT Engineering Philosophy

We don't hide complexity.
We show it in detail so engineers can see how a reliable system emerges from countless deliberate decisions.
Every bolt, every cable, every sensor has its engineering rationale.
In GT systems, there are no "trust-based components."
Every element — from screw pile to server — is calculated, verified, and interconnected.
Where stability in other systems is a matter of chance, in GT it's a matter of design.

GT doesn't just sell hardware.
GT monitors, predicts, and prevents.
We know about problems before you do — and we solve them before they become failures.

10. Documentation

Datasheets and certificates for all components available upon request:

  • Solar panel specifications and IEC 61215 certificate
  • LiFePO₄ cell datasheets (206/280/314 Ah)
  • UN38.3 and IEC 62619 battery certificates
  • Slewing drive technical specifications
  • Inverter datasheet and IEC 62109 certificate
  • Sensor specifications (anemometer, inclinometer, GPS)
  • BMS technical documentation
  • IP65 enclosure certifications

Request Documentation →

Documentation

"The chef's secret is simple - use good ingredients and love what you do."
Ivan Gorb, CEO of GT GmbH

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