Essays about: "Shared micro-mobility"

Showing result 1 - 5 of 6 essays containing the words Shared micro-mobility.

  1. 1. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Nikolaos Staikos; [2024]
    Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

    Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

  3. 2. Gender-based Motivations for Usage and Avoidance of Shared Micro-mobility during Night-time in Stockholm, Sweden

    University essay from KTH/Transportplanering

    Author : HENRY YITZHAK ACOSTA-CARRASCAL; [2023]
    Keywords : shared micro-mobility; e-scooters; e-bikes; gender equity; nighttime commuting;

    Abstract : This thesis explores the intersection of shared micro-mobility services and genderwith a focus on the nighttime in Stockholm, Sweden. Research has found agender gap in user characteristics, with safety, affordability, and vehicle qualityaffection adoption. READ MORE

  4. 3. FLEX

    University essay from Lunds universitet/Industridesign

    Author : Chun-Chuan Chuang; [2022]
    Keywords : Technology and Engineering; Arts and Architecture;

    Abstract : The development of energy has an impact on the evolution of travel modes. With the iterative update of electrification on private and public transportation, micro-mobility has always been one of the essential options to support cities and commuters. READ MORE

  5. 4. Optimizing the locations of bike-sharing stations using GPS-based trip data: A Spatio-temporal demand coverage approach

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Birkan Caliskan; [2022]
    Keywords : Geomatics; GIS; Bike-sharing; Genetic Algorithm; Location-allocation; Site selection; Optimization; Spatial Analysis; Earth and Environmental Sciences;

    Abstract : Shared micro-mobility services are increasingly embraced by cities around the world in recent years. Their benefits over other transportation modes in certain frames encourage traffic/urban planners, public authorities to establish such systems in urban areas. READ MORE

  6. 5. Applying machine learning approaches to model travel choice between micro-mobility services

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Qilin Ren; [2021]
    Keywords : Geography; Shared micro-mobility; machine learning; travel mode choices; transportation; Geomatics; Earth and Environmental Sciences;

    Abstract : Shared micro-mobility gradually becomes a crucial part of human daily transportation. To develop the shared micro-mobility, discovering the important influence factors of each travel mode is a key aspect. READ MORE