Wattsonic

Wattsonic (WattDesk monitoring platform) — Second-resolution fleet telemetry from a vertically integrated residential and commercial energy-storage hardware line, collected through the vendor's own monitoring cloud. Per device it carries live power flow across four channels (photovoltaic generation, grid exchange, battery charge/discharge, household or site load) with battery state of charge, battery health, operating mode and device connectivity status, plus a commercial-and-industrial line with dispatch scheduling and grid-exchange records, three-phase metering with dual current-transformer…

Wattsonic offers (Alternative, Geospatial, Fundamental) — Exceptionally dense, and arithmetically derivable from the vendor's own stated figures: 86,400 data points per device per day multiplied across 5,000-plus installations is on the order of 430 million channel values per day, or roughly 160 billion values per year, before the five-channel-per-site structure, the metering channels, the firmware and ticket overlay, and the ESG layer are counted. That places per-day volume around 280 times what a comparable 5-minute-sampled fleet of the same size would generate, and it is one of the few genuinely high-frequency distributed-energy corpora available commercially.

Battery degradation and state-of-health modelling at second resolution, which is materially better than the 5-minute sampling every utility dataset offers; failure-mode and warranty-claim prediction from the labelled anomaly and service-ticket corpus; firmware-behaviour causal analysis measuring how a control update changes energy throughput and self-consumption; appliance-level non-intrusive load monitoring trained on sub-minute data; grid-edge studies of export transients, voltage rise and protection-trip behaviour from inverter-speed data; commercial-site dispatch-optimisation training using recorded mode outcomes; alternative performance and reliability signal on public residential-storage and inverter manufacturers, whose product quality this fleet directly evidences; and verified ESG and self-consumption reporting for installers and their clients

The data is with 5 years of history.

Coverage spans China/HK, US; Electrical Components & Equipment, Application Software; alternative, geospatial, fundamental; equities.