Key points in this article
The technical foundation
Systems thinking has moved beyond validation; the basic judgment is that data beats experience. The next focus is doing it economically and stably rather than merely proving feasibility. Foundational judgments shape the long-term direction, so a wrong assumption at the start is paid for many times over.
Regional differences matter
Resource endowment, industry structure and energy habits reshape the path. A clear difference is that records aid review. Local fit, not simple copying, is the realistic choice; staying clear-eyed on resources keeps selection on track and stops a district from importing a model built for somewhere else entirely.
Dongshang New Energy's view
Across Yantai districts, comparing with neighbors helps; pioneers' lessons are valuable. We compile issues into checklists so later work avoids detours, and we insist on samples before broad replication of any approach, because a small proven step is safer than a large untested leap.
Thinking in systems means trusting data over habit and fitting the solution to the place. Dongshang New Energy's checklists turn pioneers' lessons into short, repeatable steps any district can follow with confidence.