Key points in this article
The Technical Baseline
Load aggregation has passed pure validation. A basic judgment: data beats experience. The focus is how to do it economically and stably. Foundational judgments set the long-term direction, and an aggregate that reports honest numbers is worth more than one that hides its gaps behind a dashboard.
Real Constraints and Details
Cost, standard alignment and coordination are real limits. One constraint to face: records ease review. Watch whether basics match, responsibility is clear, and who handles exceptions. These caused misunderstandings across Yantai districts; aligning early avoids rework and makes every item assignable to a person and a time.
From the User's View
We reason backward from real experience: handy, safe, reachable. Pretty specs that fail daily use are decoration. In Yantai we value 'usable' over 'looks good' and pilot samples before promotion, because an aggregation that drivers cannot feel in their routine is an abstraction nobody asked for. Dongshang New Energy treats these points as living notes, revised after every on-site visit and follow-up call.