In China, Hangzhou is the first city to set up the Public Bicycle System. Now, the system has been the largest bike sharing program in the world. The software of Hangzhou Public Bicycle System was developed by our team. Accurate and precise prediction of public bicycle traffic flow is important in traffic planning, design, operations, etc. According to the highly complexity, nonlinearity and un...

By changing the institutionalised practices associated with resource distribution, sharing economy could support sustainable urban transformations. However, its impacts on sustainability are unknown and contested, key actors hold different perceptions about them. Understanding how they frame these help solve conflicts outline what can be done to influence development of in a way that fosters su...

Nowadays, public bicycle sharing systems have become popular and widespread across the world. Their usefulness largely depends on their ability to synchronize with citizens’ usage patterns optimize re-balancing operations that must be carried out reduce outages. Two crucial factors tackle this problem are stations’ characteristics (geography, location, etc) availability of bikes drop-off slots....

This study evaluated the use of a fuel-cell-assisted bicycle (H-bike) in sharing. Two pertinent issues arise. First, number start-stops and distance traveled lead to power consumption levels so high that they exceed those households. Second, H-bikes are 3 kg heavier than conventional bicycles. Reduction rolling resistance due increased tire pressures may afford solution these problems. The purp...

As a new generation of Public Bicycle-sharing Systems (PBS), the Dockless PBS (DL-PBS) is an important application cyber-physical systems and intelligent transportation. How to use artificial intelligence provide efficient bicycle dispatching solutions based on dynamic rental demand essential issue for DL-PBS. In this article, we propose MORL-BD, algorithm multi-objective reinforcement learning...