ARTÍCULO
TITULO

Alternative Approach for Forecasting Parking Volumes

Hyeonsup Lim    
Grant T. Williams    
Dua Abdelqader    
Joseph Amagliani    
... Christopher R. Cherry    

Resumen

Parking is an issue at the forefront of transportation planning in the core of any urban area. As public and private sectors invest in city development, particularly in the high density and mixed-use central business districts, forecasting parking volumes for multiple facilities throughout urban transformation is critical to parking supply decision-making. Most previous studies have limitations that may yield inaccurate predictions and cannot precisely analyze the impact to area parking facilities, due to model simplicity and limited data accessibility. In order to provide accurate estimation with detailed information and account for technological improvements in data availability, this study provides an alternative method by utilizing an assignment model with a generalized cost approach. This enables more detailed information of forecasting parking volumes and assessing parking accessibility with consideration of shared parking and time-of-day distribution of parking demand. A case study was conducted in downtown Knoxville, Tennessee providing a sensitivity analysis for investigating the effects of parameters in the model. The sensitivity analysis includes parking generation rates, walking speed, and cruising time. Additionally, the results of three alternative scenarios are provided to show the advantages of this model to examine the impact of parking facility development on adjacent facilities. Manual adjustments and surveys may be required to apply this model for other cities, but it would provide more useful information for their (policymakers, developers, and planners) decision making.

 Artículos similares

       
 
Shoffan Saifullah and Rafal Drezewski    
Accurate medical image segmentation is paramount for precise diagnosis and treatment in modern healthcare. This research presents a comprehensive study of the efficacy of particle swarm optimization (PSO) combined with histogram equalization (HE) preproc... ver más
Revista: Applied Sciences

 
Sideris Kiratsoudis and Vassilis Tsiantos    
Personnel selection stands as a pivotal component within the domain of human resource management, intrinsically tethered to the quality of the workforce at large. In this research endeavor, we introduce the Entropy Synergy Analysis of Multi-Attribute Dec... ver más
Revista: Information

 
Thomas Parr, Karl Friston and Peter Zeidman    
Bayesian inference typically focuses upon two issues. The first is estimating the parameters of some model from data, and the second is quantifying the evidence for alternative hypotheses?formulated as alternative models. This paper focuses upon a third ... ver más
Revista: Algorithms

 
Roman Golman, Robert Giterman and Adam Teman    
Embedded memories occupy an increasingly dominant part of the area and power budgets of modern systems-on-chips (SoCs). Multi-ported embedded memories, commonly used by media SoCs and graphical processing units, occupy even more area and consume higher p... ver más

 
Seyed Mohammad Hashemi, Ruxandra Mihaela Botez and Georges Ghazi    
Accurate aircraft trajectory prediction is fundamental for enhancing air traffic control systems, ensuring a safe and efficient aviation transportation environment. This research presents a detailed study on the efficacy of the Random Forest (RF) methodo... ver más
Revista: Aerospace