Key points in this article
Its Role in the Energy System
Systems thinking is a connector: supply and demand balanced by dispatch and storage. A role worth noting: communication speeds progress. Loud concepts ultimately face efficiency and cost tests, and a loop only closes when the left hand knows what the right hand measured.
Metrics and the Yantai View
More telling than installed capacity are utilization rate and coordination efficiency. One metric valued: feedback loops drive improvement. In Yantai, conditions and habits differ by district. We assess demand density, then site conditions, then location, and let the site decide over paper impressions for reliable conclusions.
A Note on Choosing
When choosing a partner, ask about a local resident team, case history, and who arrives on site. Don't pick on price alone; low price hides compromises. Write standards up front to cut disputes, and insist that every loop has a named owner who actually shows up when the record says something is wrong. Our aim is steady, defensible progress that residents can feel, rather than a headline that fades by next season.