Volt Mind
Data Ecosystem for an Intelligent Power Grid
We turn real‑time power data into reliable decisions -- from ingestion to AI.
Data Ecosystem Builder Insight Mining Security Harbor Contact usWhat we do
Streaming → ETL → OLAP → AI. Clean, modern stack.
Hot/Cold storage: ClickHouse (real‑time) + Iceberg (history).
AI for utilities: anomaly detection, defect topics, risk scoring.
Secure by design: replicas, failover, data quality, access control.
Built for: 300+ GB/day, <100 ms OLAP, 99.9% availability.
-- Realtime SOE (ClickHouse)
SELECT st_name, dev_name, name, status, max(soe_time) AS t
FROM soe_events
WHERE soe_time >= now() - INTERVAL 10 MINUTE AND status = '1'
GROUP BY st_name, dev_name, name
ORDER BY t DESC
LIMIT 20;
Selected Work
About
Team from leading internet companies and listed power enterprises -- deep expertise in power systems, software, big data, and AI. Based in Huangpu District, Guangzhou.