Key points in this article
The misreading to avoid
A common misreading is treating grid regulation in isolation. Effect depends on whole system coordination, and one correction is verifying small before scaling. Watching daily embedding matters more than how advanced it seems, because regulation proves itself in ordinary minutes, not in a launch event.
Indicators and focus by stage
More telling than capacity are utilization and coordination efficiency, and one metric valued is turning cases into mechanism. Many plans stall at demo for lack of long term landing. Early stage watches feasibility, rollout watches stability, maturity watches efficiency; in diverse Yantai districts adjust the play by stage and review at each stage end.
Advice for users and is it worth it
Watch clearer cost structure and easier use; small gains accumulate, so stay patient and do not let concepts set your pace. This is a marathon, not a sprint. There is no single answer; it depends on frequency and cycle, so we suggest a three year view, and Dongshang New Energy offers on site estimates so the math stays clear.