Methodology for safety optimization of highway cross-sections for horizontal curves with restricted sight distance.

Several earlier studies have noted the shortcomings with existing geometric design guides which provide deterministic standards. In these standards the safety margin of the design output is generally unknown and there is little knowledge of the safety implications of deviating from the standards. To mitigate these shortcomings, probabilistic geometric design has been advocated where reliability analysis can be used to account for the uncertainty in the design parameters and to provide a mechanism for risk measurement to evaluate the safety impact of deviations from design standards. This paper applies reliability analysis for optimizing the safety of highway cross-sections. The paper presents an original methodology to select a suitable combination of cross-section elements with restricted sight distance to result in reduced collisions and consistent risk levels. The purpose of this optimization method is to provide designers with a proactive approach to the design of cross-section elements in order to (i) minimize the risk associated with restricted sight distance, (ii) balance the risk across the two carriageways of the highway, and (iii) reduce the expected collision frequency. A case study involving nine cross-sections that are parts of two major highway developments in British Columbia, Canada, was presented. The results showed that an additional reduction in collisions can be realized by incorporating the reliability component, P(nc) (denoting the probability of non-compliance), in the optimization process. The proposed approach results in reduced and consistent risk levels for both travel directions in addition to further collision reductions.

[1]  Wilson H. Tang,et al.  Probability concepts in engineering planning and design , 1984 .

[2]  Young-Jin Park,et al.  A structured model for evaluating countermeasures at highway-railway grade crossings , 2005 .

[3]  H W McGee,et al.  EFFECT OF HIGHWAY STANDARDS ON SAFETY , 1995 .

[4]  Hernán de Solminihac,et al.  Assessment of horizontal curves of an existing road using reliability concepts , 2005 .

[5]  Tarek Sayed,et al.  Developing safety performance functions incorporating reliability-based risk measures. , 2011, Accident; analysis and prevention.

[6]  C Zegeer,et al.  SAFETY RELATIONSHIPS ASSOCIATED WITH CROSS-SECTIONAL ROADWAY ELEMENTS , 1995 .

[7]  Fred L. Mannering,et al.  The relationship among highway geometrics, traffic-related elements and motor-vehicle accident frequencies , 1998 .

[8]  Fred Mannering,et al.  Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis. , 2002, Accident; analysis and prevention.

[9]  Kay Fitzpatrick,et al.  DETERMINATION OF STOPPING SIGHT DISTANCES , 1997 .

[10]  Jean Charles Gilbert,et al.  Numerical Optimization: Theoretical and Practical Aspects , 2003 .

[11]  Kay Fitzpatrick,et al.  Roadway Safety Design Synthesis , 2005 .

[12]  M. Rosenblatt Remarks on a Multivariate Transformation , 1952 .

[13]  Francis Pd Navin,et al.  Safe road design as limit state , 1991 .

[14]  Alfredo Ang H.-S.,et al.  Probability concepts in engineering planning and design, vol i : basic principles , 1979 .

[15]  Nikiforos Stamatiadis,et al.  Impact of Shoulder Width and Median Width on Safety , 2009 .

[16]  Yasser Hassan,et al.  Three-Dimensional, Probabilistic Highway Design , 2008 .

[17]  E Hauer,et al.  SAFETY IN GEOMETRIC DESIGN STANDARDS I: THREE ANECDOTES , 2000 .

[18]  Maurizio Guida,et al.  A crash-prediction model for multilane roads. , 2007, Accident; analysis and prevention.

[19]  Nikiforos Stamatiadis,et al.  Safety implications from design exceptions. , 2002 .

[20]  L Richl,et al.  Effect of speed prediction models and perceived radius on design consistency , 2005 .

[21]  Nataliya V Malyshkina,et al.  Empirical assessment of the impact of highway design exceptions on the frequency and severity of vehicle accidents. , 2009, Accident; analysis and prevention.

[22]  Tarek Sayed,et al.  Risk-optimal highway design: Methodology and case studies , 2012 .

[23]  Paul Schonfeld,et al.  Integrating Genetic Algorithms and Geographic Information System to Optimize Highway Alignments , 2000 .

[24]  Ahmed E. Radwan,et al.  Modeling traffic accident occurrence and involvement. , 2000, Accident; analysis and prevention.

[25]  Michael J Demetsky,et al.  RELIABILITY AND RISK ASSESSMENT IN THE PREDICTION OF HAZARDS AT RAIL-HIGHWAY GRADE CROSSINGS , 1988 .

[26]  M. Hadi,et al.  ESTIMATING SAFETY EFFECTS OF CROSS-SECTION DESIGN FOR VARIOUS HIGHWAY TYPES USING NEGATIVE BINOMIAL REGRESSION , 1995 .

[27]  N Lerner AGE AND DRIVER PERCEPTION-REACTION TIME FOR SIGHT DISTANCE DESIGN REQUIREMENTS , 1995 .

[28]  S. Easa Reliability Approach to Intersection Sight Distance Design , 2000 .

[29]  Yasser Hassan,et al.  Reliability-Based Methodology to Calculate Lateral Clearance on Three-Dimensional Alignment , 2009 .

[30]  Tarek Sayed,et al.  Risk-Based Highway Design , 2010 .

[31]  Zhimei Ronda Zheng Application of reliability theory to highway geometric design , 1997 .

[32]  John M Mason,et al.  DESIGN EXCEPTION PRACTICES , 2003 .

[33]  Antoine G. Hobeika,et al.  Incorporating Uncertainty into the Estimation of the Passing Sight Distance Requirements , 2007, Comput. Aided Civ. Infrastructure Eng..

[34]  L Richl,et al.  Evaluating the Safety Risk of Narrow Medians Using Reliability Analysis , 2006 .

[35]  Tarek Sayed,et al.  Risk-based framework for accommodating uncertainty in highway geometric design , 2009 .

[36]  Sergio Vargas,et al.  Friction Reliability Criteria Applied to Horizontal Curve Design of Low-Volume Roads , 2007 .

[37]  S. Emerson,et al.  AASHTO (American Association of State Highway and Transportation Officials). 2001. A Policy on Geometric Design of Highways and Streets. Fourth Edition. Washington, D.C. , 2007 .