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Cheng-Lin Ma

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Open access Aug 2026

Truck-drone collaborative delivery route optimization with carbon cost under normal-emergency dual-use

Urban freight systems in megacities must simultaneously address carbon reduction targets and emergency preparedness requirements. This study develops a systems-oriented optimization framework for truck-drone collaborative delivery that integrates both objectives. Using Chengdu as a case study, we propose a dual-mode...

Qinyi Liu, Cheng-Lin Ma · 0 citations

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