Industry Knowledge
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Expert insights on clean energy, smart infrastructure, IoT, and industry trends
technical articleTriple Riding and Overloading Detection on Two-Wheelers:…
Edge AI detection for two-wheelers helps Southeast Asian cities identify triple riding above 94% accuracy and overloading 4+ passengers above 91%. With 98% license plate recognition and solar-LFP power, agencies can enforce 24/7 in off-grid corridors.
technical article4K Starlight AI Camera for Traffic: 8MP Night Vision With…
4K starlight AI traffic cameras combine 8MP 3840×2160 imaging, sub-0.005 lux night sensitivity, and H.265+ compression that cuts bandwidth by 30-50%, while supporting up to 98% license plate recognition and speed capture up to 320 km/h.
technical articleSolar PV Inverter Technology Report 2026: String vs Micro…
String inverters deliver 97.5-99.0% peak efficiency, microinverters 96.5-97.5%, and central inverters 98.5-99.1%; 2026 procurement decisions hinge on system yield, $0.015-0.12/W cost gaps, and application fit from roofs to 1 MW+ plants.
technical articleMonopole Towers for Renewable Integration Case Study
Monopole power transmission towers can cut corridor footprint by 50-85%, support 10kV to 220kV renewable grid links, and reduce structure counts by 35-50% in double-circuit layouts. This article covers technical selection, EPC pricing, and ROI.
technical articleNo Helmet Detection for Motorcycles: How AI Achieves 97.7%…
AI no helmet detection for motorcycles now reaches 97.7% mAP, 92.7% F1, and 98% license plate recognition, enabling automated enforcement on roads where two-wheelers exceed 60% of traffic while reducing manual review time and improving evidence quality.
technical articleBESS Pricing Trends 2026: Utility & C&I Benchmarks
Battery Energy Storage System pricing in 2026 is settling into clearer bands: utility-scale 2-hour systems commonly benchmark around $210-$320/kWh installed, while C&I projects often land at $280-$480/kWh. LFP still leads, and 4-hour systems usually deliver stronger capacity value and 5-9 year payback.