PROJECT TITLE :

Regression-based parking space availability prediction for the Ubike system

ABSTRACT:

Numerous vehicles exist worldwide like cars, motorcycles and bicycles. Although parking for such vehicles is accessible in many places, parking problems still continually exist, such as full tons or a lack of tons. Commuters seeking a parking area expend time when areas are occupied, and resources are wasted when parking areas are empty. On the opposite hand, biking is a inexperienced vehicle in a very fuel-shortage situation and conjointly a good exercise for folks. The Ubike system could be a standard short-distance transit vehicle system in Taipei City that conjointly has the parking drawback. Thus, this study uses two common regression schemes – linear regression and support vector regression (SVR) to predict the number of bicycles in Ubike stations to determine the number of obtainable parking areas. It also uses the proportional selection technique to extend accuracy and reduce coaching time for SVR. Some evaluations are conducted to validate the feasibility of the 2 regression-based service availability prediction schemes for the Ubike system.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening - 2018ABSTRACT:Pansharpening is usually related to the fusion of a high spatial resolution however low spectral resolution (panchromatic)
PROJECT TITLE :Antipodally Invariant Metrics for Fast Regression-Based Super-ResolutionABSTRACT:Dictionary-based super-resolution (SR) algorithms sometimes select dictionary atoms based on the gap or similarity metrics. Though
PROJECT TITLE :A Novel Dynamic-Weighted Probabilistic Support Vector Regression-Based Ensemble for Prognostics of Time Series DataABSTRACT:In this paper, a completely unique Dynamic-Weighted Probabilistic Support Vector Regression-based
PROJECT TITLE :Enhancement of Performance, Availability, and Flexibility of a Battery Energy Storage System Based on a Modular Multilevel Cascaded Converter (MMCC-SSBC)ABSTRACT:This paper provides a theoretical and experimental
PROJECT TITLE :Nonparametric Regression-Based Failure Rate Model for Electric Power Equipment Using Lifecycle DataABSTRACT:So as to research the fault trends a lot of accurately, a failure rate model appropriate for general electric

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry