Analysis and Evaluation of Weigh-in-motion Data

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ISBN 13 :
Total Pages : 246 pages
Book Rating : 4.:/5 (48 download)

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Book Synopsis Analysis and Evaluation of Weigh-in-motion Data by : Javier Vega Sánchez

Download or read book Analysis and Evaluation of Weigh-in-motion Data written by Javier Vega Sánchez and published by . This book was released on 1998 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis and Evaluation of Weigh-in-motion Data for Pavement Application

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (297 download)

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Book Synopsis Analysis and Evaluation of Weigh-in-motion Data for Pavement Application by : Rosa L. Santoni Santiago

Download or read book Analysis and Evaluation of Weigh-in-motion Data for Pavement Application written by Rosa L. Santoni Santiago and published by . This book was released on 1993 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Portable Weigh-in-motion System Evaluation

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ISBN 13 :
Total Pages : 43 pages
Book Rating : 4.:/5 (911 download)

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Book Synopsis Portable Weigh-in-motion System Evaluation by :

Download or read book Portable Weigh-in-motion System Evaluation written by and published by . This book was released on 2015 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Minnesota Local Road Research Board, MnDOT, and SRF performed an evaluation of a portable weigh-inmotion (WIM) system at several locations throughout Minnesota. The system was developed at the University of Minnesota-Duluth and offers roadway designers a low-cost method for obtaining vehicle load distribution data across the state's road network. To deploy the system, the weigh pads of the system were temporarily affixed sensors across the roadway lanes. As vehicles passed over the weigh pads, pressure sensors within the pads detected the weight of vehicles and the system recorded the data for later analysis. Traditional methods for travel monitoring generate traffic volume and classification data, but weigh-in-motion systems give designers a more accurate idea of current and projected traffic loading demands. SRF's testing provided implementation refinements that were incorporated into the system. During the two-year deployment process, the portable WIM system was installed under a wide array of environmental conditions to demonstrate the system's capabilities. Data generated by the system was analyzed. The Final Report details system deployment, calibration, and system accuracy.

Exploring Data Quality of Weigh-In-Motion Systems

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ISBN 13 :
Total Pages : 151 pages
Book Rating : 4.:/5 (913 download)

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Book Synopsis Exploring Data Quality of Weigh-In-Motion Systems by :

Download or read book Exploring Data Quality of Weigh-In-Motion Systems written by and published by . This book was released on 2013 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research focuses on the data quality control methods for evaluating the performance of Weigh-In-Motion (WIM) systems on Oregon highways. This research identifies and develops a new methodology and algorithm to explore the accuracy of each station's weight and spacing data at a corridor level, and further implements the Statistical Process Control (SPC) method, finite mixture model, axle spacing error rating method, and data flag method in published research to examine the soundness of WIM systems. This research employs the historical WIM data to analyze sensor health and compares the evaluation results of the methods. The results suggest the new triangulation method identified most possible WIM malfunctions that other methods sensed, and this method unprecedentedly monitors the process behavior with controls of time and meteorological variables. The SPC method appeared superior in differentiating between sensor noises and sensor errors or drifts, but it drew wrong conclusions when accurate WIM data reference was absent. The axle spacing error rating method cannot check the essential weight data in special cases, but reliable loop sensor evaluation results were arrived at by employing this multiple linear regression model. The results of the data flag method and the finite mixed model results were not accurate, thus they could be used as additional tools to complement the data quality evaluation results. Overall, these data quality analysis results are the valuable sources for examining the early detection of system malfunctions, sensor drift, etc., and allow the WIM operators to correct the situation on time before large amounts of measurement are lost.

WIM Data Collection and Analysis

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ISBN 13 :
Total Pages : 49 pages
Book Rating : 4.:/5 (918 download)

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Book Synopsis WIM Data Collection and Analysis by : J.G. Pigman

Download or read book WIM Data Collection and Analysis written by J.G. Pigman and published by . This book was released on 2013 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objectives of this study were to review and analyze current procedures in order to implement a process for collecting and analyzing weigh-in-motion (WIM) data to insure an adequate and accurate representation of weights of vehicles using Kentucky's roadways. A literature review of WIM data collection equipment, practices and procedures indicated that a range of options are available and used by other agencies. Piezoelectric cable detection systems were most frequently used and provided adequate accuracy, if attention is given to monitoring and calibration. An overall assessment of Kentucky's WIM data collection program resulted in recommendations for: 1) increased use of cell modems for more efficient data download, 2) attention to quality control of data with a routine program of polling sites and monitoring consistency of front-axle weights, 3) expansion of WIM data collection program to capture a wider range of functional class coverage of truck traffic, 4) attention to weight data collection on coal-hauling routes, 5) consideration of using static weigh station data to increase coverage of truck weight monitoring, 6) initiation of a data collection plan to capture sufficient data to develop length-based classification factors, 7) continued review and evaluation of new software that has the capability of increasing the efficiency and accuracy of WIM data processing, and 8) evaluation of the cost-effectiveness of expanded and accurate WIM data collection and the impact on pavement thickness designs.

WIM Data Collection and Analysis

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (918 download)

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Book Synopsis WIM Data Collection and Analysis by : Jerry G. Pigman

Download or read book WIM Data Collection and Analysis written by Jerry G. Pigman and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objectives of this study were to review and analyze current procedures in order to implement a process for collecting and analyzing weigh-in-motion (WIM) data to insure an adequate and accurate representation of weights of vehicles using Kentucky's roadways. A literature review of WIM data collection equipment, practices and procedures indicated that a range of options are available and used by other agencies. Piezoelectric cable detection systems were most frequently used and provided adequate accuracy, if attention is given to monitoring and calibration. An overall assessment of Kentucky's WIM data collection program resulted in recommendations for: 1) increased use of cell modems for more efficient data download, 2) attention to quality control of data with a routine program of polling sites and monitoring consistency of front-axle weights, 3) expansion of WIM data collection program to capture a wider range of functional class coverage of truck traffic, 4) attention to weight data collection on coal-hauling routes, 5) consideration of using static weigh station data to increase coverage of truck weight monitoring, 6) initiation of a data collection plan to capture sufficient data to develop length-based classification factors, 7) continued review and evaluation of new software that has the capability of increasing the efficiency and accuracy of WIM data processing, and 8) evaluation of the cost-effectiveness of expanded and accurate WIM data collection and the impact on pavement thickness designs.

Evaluation of a Weigh-in-motion System

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ISBN 13 :
Total Pages : 14 pages
Book Rating : 4.:/5 (614 download)

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Book Synopsis Evaluation of a Weigh-in-motion System by :

Download or read book Evaluation of a Weigh-in-motion System written by and published by . This book was released on 1989 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis presented in this paper deals with accuracy of a weigh-in-motion (WIM) system installed on the Trans Canada Highway west of Regina. Spot speed data collected by the WIM are compared with the measurements taken by a radar meter; the WIM data on axle spacing are compared with data obtained by manual measurements; and the dynamic weight data gathered by the WIM system are evaluated against static weights. The following conclusions can be made from this study : The WIM system under investigation provides accurate data for spot speed and axle spacing. The study data for eighty nine trucks indicate that the dynamic weights recorded by the WIM system may contain high magnitudes of both systematic and ramdom errors. However, the results of analysis presented suggest that a proper calibration of the system can reduce the systematic errors to a large extent. For the covering abstract of this Conference see IRRD abstract number 853851.

Evaluation of the Bridge Weigh-in-motion System

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ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Evaluation of the Bridge Weigh-in-motion System by :

Download or read book Evaluation of the Bridge Weigh-in-motion System written by and published by . This book was released on 1985 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: This demonstration project allowed Wisconsin Dept. of Transportation to test the overall performance of Bridge weigh in motion equipment as well as develop an entirely new comprehensive and representative truck weight database.

Evaluation of Piezoelectric Weigh-in-motion System

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ISBN 13 :
Total Pages : 5 pages
Book Rating : 4.:/5 (614 download)

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Book Synopsis Evaluation of Piezoelectric Weigh-in-motion System by :

Download or read book Evaluation of Piezoelectric Weigh-in-motion System written by and published by . This book was released on 1994 with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis presented deals with the accuracy of a piezoelectric weigh-in-motion system installed on Interstate 19 in the state of Oregon. Axle weights for 5-axle tractor semi-trailer trucks were measured by the piezoelectric weigh-in-motion system and then compared with the static weights. An analysis of variance and Dunnett's test were conducted in order to determine if there existed a significant difference between data. The analysis showed no significant difference for steering axle and tandem axle weights. However, the analysis did indicate that a significant difference existed for trailing tandem.

Advanced Weigh-in-motion System for Weighing Vehicles at High Speed

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ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (684 download)

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Book Synopsis Advanced Weigh-in-motion System for Weighing Vehicles at High Speed by :

Download or read book Advanced Weigh-in-motion System for Weighing Vehicles at High Speed written by and published by . This book was released on 1998 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: A state-of-the-art, Advanced Weigh-In-Motion (WIM) system has been designed, installed, and tested on the west bound side of Interstate I-75/I-40 near the Knox County Weigh Station. The project is a Cooperative Research and Development Agreement (CRADA) between Oak Ridge National Laboratory (ORNL) and International Road Dynamics, Inc. (IRD) sponsored by the Office of Uranium Programs, Facility and Technology Management Division of the Department of Energy under CRADA No. ORNL95-0364. ORNL, IRD, the Federal Highway Administration, the Tennessee Department of Safety and the Tennessee Department of Transportation have developed a National High Speed WIM Test Facility for test and evaluation of high-speed WIM systems. The WIM system under evaluation includes a Single Load Cell WIM scale system supplied and installed by IRD. ORNL developed a stand-alone, custom data acquisition system, which acquires the raw signals from IRD's in-ground single load cell transducers. Under a separate contract with the Federal Highway Administration, ORNL designed and constructed a laboratory scale house for data collection, analysis and algorithm development. An initial advanced weight-determining algorithm has been developed. The new advanced WIM system provides improved accuracy and can reduce overall system variability by up to 30% over the existing high accuracy commercial WIM system.

Statistical Analysis of Heavy Truck Loads Using Wisconsin Weigh-in-motion Data

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ISBN 13 :
Total Pages : 208 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Statistical Analysis of Heavy Truck Loads Using Wisconsin Weigh-in-motion Data by : Habib Tabatabai

Download or read book Statistical Analysis of Heavy Truck Loads Using Wisconsin Weigh-in-motion Data written by Habib Tabatabai and published by . This book was released on 2009 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evaluation of the PAT and StreeterAmet Weigh-in-motion Systems

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ISBN 13 :
Total Pages : 262 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Evaluation of the PAT and StreeterAmet Weigh-in-motion Systems by : William Chow

Download or read book Evaluation of the PAT and StreeterAmet Weigh-in-motion Systems written by William Chow and published by . This book was released on 1982 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Speed Weigh-in-motion System Calibration Practices

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Publisher : Transportation Research Board
ISBN 13 : 0309098157
Total Pages : 413 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis High Speed Weigh-in-motion System Calibration Practices by : A. T. Papagiannakis

Download or read book High Speed Weigh-in-motion System Calibration Practices written by A. T. Papagiannakis and published by Transportation Research Board. This book was released on 2008 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evaluation of Ird-wim-5000 - a Canadian Weigh-in-motion System

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ISBN 13 :
Total Pages : 7 pages
Book Rating : 4.:/5 (614 download)

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Book Synopsis Evaluation of Ird-wim-5000 - a Canadian Weigh-in-motion System by :

Download or read book Evaluation of Ird-wim-5000 - a Canadian Weigh-in-motion System written by and published by . This book was released on 1990 with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis presented in this paper deals with the accuracy of a weigh-in-motion (WIM) system installed on Trans-Canada Highway west of Regina. Spot speed data collected by the WIM system are compared with the measurements taken by a radar meter; the WIM data on axle spacing are compared with data obtained by manual measurement; and the dynamic weight data gathered by the WIM system are evaluated against static weights. The following conclusions can be made from this study: The WIM system under investigation provides accurate data for spot speed and axle spacing. The study data for 88 trucks indicate that the dynamic weights recorded by the WIM system may contain high magnitudes of both systematic and random errors. However, the results of analysis presented indicate that a proper calibration of the system can reduce the systematic errors to a lrage extent and produce results that may be satisfactory for a number of highway planning and design functions.

Pavement Management and Weigh-in Motion

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ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Pavement Management and Weigh-in Motion by : National Research Council (U.S.). Transportation Research Board

Download or read book Pavement Management and Weigh-in Motion written by National Research Council (U.S.). Transportation Research Board and published by . This book was released on 1987 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Automated System for Weigh-in-motion Data Analysis

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ISBN 13 :
Total Pages : 116 pages
Book Rating : 4.:/5 (978 download)

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Book Synopsis Advanced Automated System for Weigh-in-motion Data Analysis by : Luis Enrique Escobar (University of Manitoba student)

Download or read book Advanced Automated System for Weigh-in-motion Data Analysis written by Luis Enrique Escobar (University of Manitoba student) and published by . This book was released on 1996 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Evaluation of the Technical and Economic Performance of Weigh-In-Motion Sensing Technology

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ISBN 13 : 9780494364369
Total Pages : 132 pages
Book Rating : 4.3/5 (643 download)

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Book Synopsis An Evaluation of the Technical and Economic Performance of Weigh-In-Motion Sensing Technology by : Lixin Zhang

Download or read book An Evaluation of the Technical and Economic Performance of Weigh-In-Motion Sensing Technology written by Lixin Zhang and published by . This book was released on 2007 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deteriorating roadway conditions have drawn attention to the need to develop an accurate and practical system to control increasing excessive traffic volumes and traffic loads. In practice, traffic volumes often exceed predicted volumes, and truck overloading occurs frequently. Overloading pavements can result in premature deterioration, early or mistimed maintenance activities and eventually higher life cycle costs. As a part of an Intelligent Transportation Systems (ITS), especially in the area of Commercial Vehicle Operations (CVO), Weigh-In-Motion (WIM) has been focused on using state-of-the-art sensing technology to continuously collect vehicle weights, speeds, vehicle classes, and various types of traffic data as vehicles travel over a set of sensors (embedded or portable), without interruption of traffic flows. It is the process of measuring the dynamic tire forces of a moving vehicle and estimating the corresponding tire loads of the static vehicles. WIM technology is imperative for weight enforcement, road network design and management, as well as road safety. The overall purpose of this thesis is to examine the feasibility of using WIM in northern environments such as Canada's. In response, one contribution of the thesis is to develop an economic model for WIM values that include costs due to premature pavement deterioration, benefits of weight enforcement and traffic data collection, benefits of WIM compared to conventional static weigh stations, and benefit-cost ratios of WIM values from road users and non-road users' perspectives. Another contribution is to examine the technical performance (accuracy) of a particular WIM system. Results of field data collection and analysis are presented in this examination. This thesis also compares the advantages and disadvantages of different WIM systems, with respect to cost, accuracy, applicability, reliability, and sensitivity. Future trends and research potential of WIM are also discussed.