Blogarama

Tecell India Pvt Ltd (Tecell — UnityCharge CMS, Saha-Edge, ChargeSphere) — Edge-first charging data estate for Indian and cross-border networks, spanning three layers: (1) UnityCharge cloud CMS — session records (start/stop, energy, payment), billing and tariff records, fleet orchestration across depots and time zones, a single global fleet wallet, driver/vehicle authorisation and multi-site reporting; (2) Saha-Edge — the differentiating asset: charger-level processing held locally at the site, covering anomaly logs (voltage, temperature, handshake timeouts) that fire maintenance alerts witho…

Blogarama offers (Alternative, Supply Chain) — est. 10^6-10^7 sessions per year across the managed base (anchored on the 4,000+ stations reachable through the app and a franchise-plus-freemium operator mix), with a much richer per-site signal than a typical CPMS because the edge layer emits electrical anomaly, power-quality, occupancy-sensor and storage-device series at seconds-to-minutes resolution — plus local logs that persist through outages and later sync, so the record is more complete than cloud-only peers.

Offline-resilient charging control and RL policy training — the edge layer records the pricing and power decisions actually executed locally along with realised session outcomes, which cloud-only CPMS cannot supply; charger failure prediction from local voltage/temperature/timeout anomaly logs labelled by the maintenance dispatch they triggered; bay-occupancy and dwell models from sensor-fused occupancy analytics (charging progress plus physical presence, not just OCPP status); India-market grid-constrained load management and storage-co-optimisation (chargers plus inverters/batteries/smart meters at one site); real-time carbon-intensity attribution per kWh for ESG reporting; battery-swap fleet and pack-health optimisation for India's two/three-wheeler and delivery fleets; and cross-network tariff and settlement benchmarking via the roaming hub in a market with almost no published data

The data is with 5 years of history.