Travel speed report by pronob ghosh buet 1204011Pronob Ghosh
This document provides a summary of a traffic speed study conducted on the roadway from Panthapath Signal to Russel Square in Dhaka City, Bangladesh. Spot speeds and travel speeds of various vehicles were collected using different methods and analyzed. Statistical tests like normal distribution fitting and chi-square tests were used to analyze spot speed data. Delay studies and benefit-cost ratio analyses were also performed using the travel speed data. The results of the study will help recommend speed limits and other traffic control measures to improve traffic flow efficiency on the roadway.
This document provides an overview of traffic engineering studies including speed studies, volume studies, origin-destination studies, accident studies, and parking studies. It discusses the significance and methods for each type of study. Spot speed, time mean speed, and running speed are defined. Traffic volume counting methods including mechanical and manual counts are described. Origin-destination studies help plan transportation systems and their uses are outlined. Accident studies are used to identify causes and locations of accidents. Parking studies inventory spaces and usage through surveys. Common parking styles like parallel, angle, and 90 degree are illustrated. Finally, traffic control devices like signs, signals, and road markings that help traffic engineers communicate with drivers are introduced.
Traffic studies (transportation engineering)Civil Zone
Traffic studies analyze traffic characteristics to inform transportation design and control. Key studies include traffic volume, speed, origin-destination, and accident analyses. Traffic volume studies count vehicles over time and are used for planning, operations, and structural design. Speed studies measure spot, average, running, and journey speeds to understand traffic patterns and inform control and design. Origin-destination studies identify the origins and destinations of trips to understand land use and travel patterns. Together these studies provide essential traffic data for transportation planning and management.
Speed report from panthpoath to russel square by pronob ghosh buet 1204011Pronob Ghosh
This document provides a traffic speed study report for the roadway from Panthapath Signal to Russel Square in Dhaka City, Bangladesh. It includes definitions of different types of traffic speeds such as spot speed, space mean speed, time-mean speed, and free flow speed. Methodologies for measuring these speeds including stopwatch, radar, and pneumatic tube methods are described. The report also presents the study methodology, data collection process involving spot speed and travel speed surveys, data analysis including speed distribution fitting, delay studies, and level of service analysis. Recommendations are provided based on the findings of the study.
This document discusses traffic engineering and highway drainage. It covers topics such as traffic studies including volume, speed, parking and accident studies. It also discusses traffic management and control devices. For highway drainage, it discusses the necessity of drainage systems and types of surface and subsurface drainage. Traffic flow fundamentals and characteristics of road users and vehicles are also covered. The document provides details on different types of parking studies and causes and analysis of traffic accidents.
The document discusses platoon dispersion of heterogeneous traffic on a corridor in Chennai, India. Data on platoon sizes and travel times was collected at distances of 200-1400m between intersections under fixed-time signal control. Platoon sizes decreased with distance due to differences in vehicle speeds and interactions. The average travel speed was 46km/hr. Robertson's platoon dispersion model with a smoothing factor of 0.878 provided the best fit to the data. Traffic composition and distances between six intersections on the study corridor are also presented.
Traffic volume studies collect data on the number of vehicles and pedestrians passing a point on a roadway over a period of time. This data is used for planning, design, and operations purposes. There are manual and automatic methods for conducting these studies. Manual methods involve human counters while automatic methods use sensors. The data collected is used to determine metrics like average daily traffic, peak hour volumes, and directional distribution which are then used for roadway design and traffic management.
This document discusses various topics related to traffic engineering including:
1. Definitions of traffic volume, average annual daily traffic, travel time, running speed, and journey speed.
2. Methods for traffic studies and analysis such as spot speed studies, cumulative speed distribution curves, and origin-destination studies.
3. Factors that influence traffic capacity such as traffic volume, density, speed, space headway, and time headway.
4. Traffic control devices including traffic signals, signs, road markings, and designs of traffic signals and parking layouts.
5. Accident analysis methods for different collision types at intersections and between moving and stationary objects.
Spot speed studies are used to determine the speed
distribution of a traffic stream at a specific location. I The data gathered in spot speed studies are used to determine vehicle speed percentiles, which are useful in making many speed-related decisions
Transportation Engineering
Brief study on measurement of spot speed with the help of enoscope for diploma engineering students of civil engineering stream.
IRJET- Analysis of Saturation Flow at Signalized IntersectionsIRJET Journal
This document analyzes saturation flow rates at signalized intersections in urban areas of India. It finds that saturation flow rates are higher than predicted by generalized formulas due to heterogeneous traffic streams with many two and four wheelers. Field studies were conducted at two intersections to measure saturation flow rates and passenger car units during peak periods. Saturation flow was found to depend on traffic composition and lane width rather than just lane width as generalized formulas assume.
This document summarizes a traffic volume study conducted at Tejgaon Industrial Area in Dhaka, Bangladesh. A team of 5 students conducted classified manual counts of vehicles traveling along Shaheed Tajuddin Ahmed Avenue between Shatrasta and the flyover for 15 minutes intervals. Over 5,000 vehicles were counted, with the highest percentages being cars (54%) and CNG auto-rickshaws (22%). The average service flow rate was higher for traffic traveling from Shatrasta to the flyover compared to the opposite direction, reflecting peak travel patterns. Directional splits showed 55% of total traffic traveled from Shatrasta to the flyover.
Lec 12 Capacity Analysis (Transportation Engineering Dr.Lina Shbeeb)Hossam Shafiq I
This document discusses various concepts in transportation engineering related to traffic flow theory and capacity analysis. It provides definitions and examples of key terms including:
- Average daily traffic and peak hour factors which are used to determine directional design hourly volume
- Applications of traffic flow theory such as determining turning lane lengths and delays
- Level of service which is a qualitative measure of operational conditions within a traffic stream
- Capacity, which is the maximum hourly rate of vehicles that can reasonably pass a point under prevailing conditions
- Methods for calculating capacity and adjusting for factors like lane width, lateral clearance, and heavy vehicles using equations from the Highway Capacity Manual.
The document discusses various aspects of traffic engineering including traffic studies and analysis, planning and design, operation and control, and safety. It describes different types of traffic studies such as volume, speed, origin-destination, and parking studies. It provides details on methods for conducting speed, delay, and origin-destination studies. Various factors influencing traffic and methods of data collection and analysis are also summarized.
The document discusses various aspects of traffic engineering including traffic studies and analysis, planning and design, operation and control, and safety. It describes different types of traffic studies such as volume, speed, origin-destination, and parking studies. It also discusses methods for conducting speed, delay, and origin-destination studies and how to present and analyze origin-destination data.
Similar to 2.2_Traffic Studies_Speed Studies_045446.pptx (20)
Lecture Notes Unit4 Chapter13 users , roles and privilegesMurugan146644
Description:
Welcome to the comprehensive guide on Relational Database Management System (RDBMS) concepts, tailored for final year B.Sc. Computer Science students affiliated with Alagappa University. This document covers fundamental principles and advanced topics in RDBMS, offering a structured approach to understanding databases in the context of modern computing. PDF content is prepared from the text book Learn Oracle 8I by JOSE A RAMALHO.
Key Topics Covered:
Main Topic : USERS, Roles and Privileges
In Oracle databases, users are individuals or applications that interact with the database. Each user is assigned specific roles, which are collections of privileges that define their access levels and capabilities. Privileges are permissions granted to users or roles, allowing actions like creating tables, executing procedures, or querying data. Properly managing users, roles, and privileges is essential for maintaining security and ensuring that users have appropriate access to database resources, thus supporting effective data management and integrity within the Oracle environment.
Sub-Topic :
Definition of User, User Creation Commands, Grant Command, Deleting a user, Privileges, System privileges and object privileges, Grant Object Privileges, Viewing a users, Revoke Object Privileges, Creation of Role, Granting privileges and roles to role, View the roles of a user , Deleting a role
Target Audience:
Final year B.Sc. Computer Science students at Alagappa University seeking a solid foundation in RDBMS principles for academic and practical applications.
URL for previous slides
chapter 8,9 and 10 : https://www.slideshare.net/slideshow/lecture_notes_unit4_chapter_8_9_10_rdbms-for-the-students-affiliated-by-alagappa-university/270123800
Chapter 11 Sequence: https://www.slideshare.net/slideshow/sequnces-lecture_notes_unit4_chapter11_sequence/270134792
Chapter 12 View : https://www.slideshare.net/slideshow/rdbms-lecture-notes-unit4-chapter12-view/270199683
About the Author:
Dr. S. Murugan is Associate Professor at Alagappa Government Arts College, Karaikudi. With 23 years of teaching experience in the field of Computer Science, Dr. S. Murugan has a passion for simplifying complex concepts in database management.
Disclaimer:
This document is intended for educational purposes only. The content presented here reflects the author’s understanding in the field of RDBMS as of 2024.
Topics to be Covered
Beginning of Pedagogy
What is Pedagogy?
Definition of Pedagogy
Features of Pedagogy
What Is Pedagogy In Teaching?
What Is Teacher Pedagogy?
What Is The Pedagogy Approach?
What are Pedagogy Approaches?
Teaching and Learning Pedagogical approaches?
Importance of Pedagogy in Teaching & Learning
Role of Pedagogy in Effective Learning
Pedagogy Impact on Learner
Pedagogical Skills
10 Innovative Learning Strategies For Modern Pedagogy
Types of Pedagogy
Dr. Nasir Mustafa CERTIFICATE OF APPRECIATION "NEUROANATOMY"Dr. Nasir Mustafa
CERTIFICATE OF APPRECIATION
"NEUROANATOMY"
DURING THE JOINT ONLINE LECTURE SERIES HELD BY
KUTAISI UNIVERSITY (GEORGIA) AND ISTANBUL GELISIM UNIVERSITY (TURKEY)
FROM JUNE 10TH TO JUNE 14TH, 2024
How to Make a Field Storable in Odoo 17 - Odoo SlidesCeline George
Let’s discuss about how to make a field in Odoo model as a storable. For that, a module for College management has been created in which there is a model to store the the Student details.
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
2.2_Traffic Studies_Speed Studies_045446.pptx
1. Department of Civil Engineering, NIT Srinagar
A presentation on
Presented By:
Dr. Jitendra Gurjar
Assistant Professor
1
2. Speed is the ratio of the total distance (d) travelled by a vehic
le to the total time (t) taken by the same vehicle.
Speed, V= (d/t) m/sec.
The speed survey is done to determine the speed that drivers
select, unaffected by the existence of congestion.
This information is used to determine general speed trends, t
o help determine reasonable speed limits, and assess safety.
The speed of travel on the road is also used in classifying rou
tes.
The level of service based on speed is an indicator of the quality
of traffic flow or mobility.
2
3. The speed of different vehicles varies with respect to time and s
pace.
To represent, these variations several types of speed can be defin
ed. These are
Spot speed
Average speed
Time Mean Speed (Vt)
Space Mean Speed (Vs)
Running speed
Journey speed
3
4. Spot speed is referred to as the instantaneous speed of a vehicle
at a point or cross-section.
4
Spot speed is needed to design
Horizontal and vertical curve
Location and size of sign
Accident analysis
5. Spot speed is measured using an
Pavement Marking Method
Enoscope or Mirror Box Method,
Radar Method
Photographic Method
Electronic Method
5
6. Pavement Marking Method
The pavement marking method can be used to successfully c
omplete a spot speed study using a small sample size taken o
ver a relatively short period of time.
It is a quick and inexpensive method for collecting speed dat
a but a relatively inaccurate method.
To calculate vehicle speed, we use the predetermined study l
ength known as trap length and the elapsed time it takes for t
he vehicle to move through the test section in the following f
ormula: V= (d/t) m/sec.
6
7. 7
Traffic Stream Average
Speed (mile/hr)
Trap length
(feet)
Below 25 88-100
25-40 176-200
Over 40 264-300
Pavement Marking Method
The pavement marking method can be used to successfully c
omplete a spot speed study using a small sample size taken o
ver a relatively short period of time.
Marked the recommended study lengths on the pavement bas
ed on the average speed of the traffic stream.
8. 8
Pavement Marking Method
As the front of the vehicle crosses the s
tarting section of the study length, the s
tarting section observer sends a signal t
o the end section observer who starts th
e stopwatch.
The end section observer stops the stop
watch when the vehicle reaches the end
station.
9. 9
Pavement Marking Method
Therefore, the time elapsed between
the two sections is obtained.
Repeat the procedure for recording t
he time of vehicles moving in the op
posite direction.
Calculate vehicle speeds by using th
e predetermined study length and the
elapsed time
11. Enscope or Mirror Box Method
Enoscope, also known as the Mirror Bo
x, is an L-shaped box, open at both ends
, with a mirror set at a 45° angle to the a
rms of the instrument.
The instrument bends the line of sight of
the observer so that it is perpendicular to
the path of the vehicle. The method can
be used with one Enoscope or with two
Enoscopes. 11
12. 12
Traffic Stream Average
Speed (mile/hr)
Trap length
(feet)
Below 25 88-100
25-40 176-200
Over 40 264-300
Enscope or Mirror Box Method
Marked the recommended study lengths on the pavement b
ased on the average speed of the traffic stream.
Enoscope is placed directly opposite to the first reference p
oint and the observer stands opposite to another reference p
oint such that the observer and Enoscope are in the same li
ne of sight.
13. 13
Enscope or Mirror Box Method
Start the stopwatch when the image of t
he passing vehicle is seen through the E
noscope by the observer and stop the st
opwatch as soon as it passes the observ
er.
Therefore, the time elapsed is obtained.
Repeat the procedure for recording the t
ime of vehicles moving in the opposite
direction.
14. 14
Enscope or Mirror Box Method
If two Enoscopes are used the
n the observer stands mid-way
between two reference points
and notes the time taken.
Calculate vehicle speeds by us
ing the predetermined study le
ngth and the elapsed time.
15. Speed Radar Gun Method
The speed gun or radar meters are used f
or the measurement of spot speeds much
more rapidly as compared to previously d
iscussed methods.
It measures speed directly by measuring t
he difference in the frequency between th
e emitted and reflected radar wave emitte
d on an oncoming vehicle.
15
16. Speed Radar Gun Method
The principle of the radar
meter is that when it is tar
geted at a vehicle moving
with some speed, the diffe
rence between the frequen
cies of the emitted and ref
lected beams is used to ca
lculate the speed.
16
17. Speed Radar Gun Method
This is normally referred to as th
e Doppler Effect which states tha
t the difference in frequency is pr
oportional to the speed of the onc
oming vehicle.
Using this principle, the instrume
nt is programmed to calculate the
speed of the vehicle.
17
18. Advantages
The radar speed meter is pre-calibrated to display/record th
e vehicle speed in kmph.
The radar speed meters are capable of measuring speeds of
vehicles from about 5 kmph to over 300 kmph, as may be r
equired for the measurement of speeds of cars during the ca
r- race.
18
19. Advantages
The present-day radar speed meters have provision for taking
photographs of the vehicles along with the display of the speed
of the vehicles at that instant.
Simple handheld radars of small size are also available.
Disadvantage
One of the disadvantages of this type of equipment is that whe
n more than one vehicle is trapped, the speed of the closest veh
icle only will be recorded.
19
20. Average Speed
It is the average spot speed of all vehicles passing a given point
on the road.
There are two types of average speeds
Time-mean speed
Space-mean speed
20
21. Time Mean Speed
Time mean speed is the average of all vehicles passing a point o
ver a duration of time.
It is the arithmetic mean of the speed of the vehicles passing a p
oint on a highway during an interval of time.
It represents the speed distribution of vehicles at a point on the r
oadway.
21
22. Time Mean Speed
Time mean speed Vt is given by
22
Where
n= number of vehicles observed
d= length of section of highway
Vi =Observed instantaneous speed of ith vehicles in kmph
qi is the number of vehicles in the ith speed range
vi mean speed of vehicles in the ith speed range
23. Space Mean Speed
The space mean speed also averages the spot speed, but spatial
weightage is given instead of temporal.
Space mean speed is the harmonic mean of the speed of the veh
icles passing a point at the highway during an interval of time.
This speed is used for flow density relationships.
23
24. Space Mean Speed
Consider the unit length of a road, and let vi is the spot speed of
ith vehicle. Let ti is the time the vehicle takes to complete the unit
distance and is given by
If there are n such vehicles, then the average travel time ts is giv
en by,
24
25. » Average Speed: Relationship between Time-mean speed and space-mean
Speed
where,
» vt = Time-mean speed
» vs = Space-mean speed
» σs = Standard deviation in space mean speed
» σt = Standard deviation in time mean speed
» vi = speed of ith vehicle
» qi = frequency of ith vehicle
25
26. Average Speed
The space-mean speed is slightly lower than the time-mean s
peed under typical speed conditions on rural highways.
26
27. Q.1 Problem - Twenty five spot speed observation were taken and
were as under: 50, 40, 60, 54, 45, 31, 72, 58, 43, 52, 46, 56, 43, 6
5, 33, 69, 34, 51, 47, 41, 62, 43, 55, 40,
Calculate : (i) Time – mean speed (ii) space-mean speed and
27
28. Q.2 Speed observations from a
radar speed meter have been ta
ken, giving the speeds of the su
bsidiary streams composing the
flow along with the volume of t
raffic of each subsidiary stream
. The readings are as under:
Calculate (i) Time-mean speed
(ii) Space-mean speed (iii) Va
riance and standard deviation a
bout space-mean speed (iv) Var
iance and standard deviation ab
out time-mean speed
28
Speed
(km/hr)
Volume of subsidiary st
ream (Vehicle hour)
2-5 1
6-9 4
10-13 0
14-17 7
18-21 20
22-25 44
26-29 80
30-33 82
34-37 79
38-41 49
42-45 36
46-49 26
50-53 9
54-57 10
29. Journey speed
It is the distance divided by the total journey time.
Total journey time includes all delays due to traffic.
Journey speed = Distance/Total journey time
29
30. Running speed
It is the ratio of the distance divided by running time.
Running time is the time that the vehicle is actually in motion i.
e. total journey time minus delays.
Running speed = Distance/(Total journey time – delays)
Both speeds are usually a result of travel time and delay study
– used to evaluate road performance.
30
31. Q.3 Evaluate journey & running speeds for the following situa
tion: Average Total travel time including delay due to tra
ffic = 32 minutes. Average Delays at each junction: J1 =
5 min, J2 = 5 min, J3 = 3 min, J4 = 4 min, and J5 = 6 mi
n.
31
32. Presentation of Spot Speed Data
From the spot speed data of the selected samples, a frequency d
istribution table of spot speed data is prepared by arranging the sp
eed groups covering desired speed ranges (such as 10 - 20 kmph,
20-30 kmph, 30-40 kmph, etc. ) and the number of vehicles in eac
h speed range.
The arithmetic mean of the measured speeds is taken as the aver
age spot speed of all the vehicles in the stream.
32
33. Presentation of Spot Speed Data
It is possible to determine either the average spot speed of any desi
red vehicle class (such as car, HCV, etc.) or the combined weighted a
verage speed of all the vehicles in the traffic stream.
The table gives the general information of the speeds maintained i
n the section and also regarding the speed distribution pattern.
33
34. Frequency Distribution D
iagram
A graph is plotted betwee
n the average values of eac
h speed group of vehicles o
n the X-axis and the percen
tage of vehicles in that grou
p on the Y-axis.
This graph is called the fr
equency distribution diagra
m of spot speeds.
34
35. Frequency Distribution Diagram: Model Speed
This diagram will have a definite peak value of travel speed acro
ss the section and this speed is denoted as 'modal speed'.
It may be inferred that the maximum proportion of vehicles in th
e stream prefers to travel at about this speed on this particular locat
ion of the road.
A vertical line is dropped from the peak of the curve, with the res
ult found on the horizontal axis.
35
37. Frequency Distribution Diagram: Median Speed
The median speed is defined as the speed that divides the distrib
ution into equal parts (i.e., there are as many observations of speed
s higher than the median as there are lower than the median).
It is a positional value and is not affected by the absolute value o
f extreme observations.
37
38. Frequency Distribution Diagram: Median Speed
By definition, the median equally divides the distribution.
Therefore, 50% of all observed speeds should be less than the
median.
In the cumulative frequency curve, the 50th percentile speed is t
he median of the speed distribution. Median Speed = v50.
38
39. Frequency Distribution Diagram: Pace
The pace is a traffic engineering measure not commonly used
for other statistical analyses.
It is defined as the 10 km/h increment in speed in which the h
ighest percentage of drivers is observed.
It is also found graphically using the frequency distribution c
urve.
The pace is found as follows: A 10 kmph template is scaled fr
om the horizontal axis. 39
40. Frequency Distribution Diagram: Pace
Keeping this template horizontal, place an end on the low
er left side of the curve and move slowly along the curve.
When the right side of the template intersects the right sid
e of the curve, the pace has been located.
This procedure identifies the 10 Km/h increments that inte
rsect the peak of the curve; this contains the most area and, t
herefore, the highest percentage of vehicles.
40
42. 'Cumulative Speed Distribution Diagram
A graph is plotted with the average values of each speed group
on the X-axis and the cumulative percent of vehicles at or below
the different speeds on the Y-axis, as shown in the figure.
This graph is called the 'cumulative speed distribution diagram
’
42
44. Speed Dispersion
The ‘15th percentile speed’ means the speed at or below whi
ch 15 percent of the vehicles are passing the point on the highwa
y.
On some arterial roads where slow-moving vehicles are to be p
rohibited,15th percentile speed may be determined from the cumu
lative speed distribution diagram.
The 15th percentile speed is considered to represent the low
er speed limit, to prohibit slow-moving' vehicles to decrease dela
y and congestion.
44
45. Speed Dispersion
The ‘50th percentile speed’ means the speed at or below whi
ch 50 percent of the vehicles are passing the point on the highwa
y.
50th percentile speed may be determined from the cumulative s
peed distribution diagram.
The 50th percentile speed is considered to represent the mea
n speed.
45
46. 'Cumulative Speed Distribution Diagram of Spot Speeds
The '85th percentile speed’ means the speed at or below which
85 percent of the vehicles are passing the point on the highway. In
other words, only 15 percent of the vehicles exceed this speed at t
hat spot.
The drivers exceeding 85th percentile speed are usually consider
ed to drive faster than the safe speed under existing conditions.
Hence this speed is adopted for the 'safe speed limit' at this zone.
46
47. Cumulative Speed Distribution Diagram
Therefore if a 'speed limit' regulation sign is to be installed at an
accident-prone location.
Spot speed studies are carried out during different periods of the
day,
A cumulative speed distribution diagram is plotted and an “85”
percentile speed is adopted as the upper-speed limit.
47
48. Cumulative Speed Distribution Diagram
Speed Dispersion
The ‘98th percentile speed’ means the speed at or below which
98 percent of the vehicles are passing the point on the highway.
For the purpose of checking the requirements of highway geometr
ic design elements, the 98th percentile speed is generally taken as t
he 'design speed' of the existing roadway facility.
48
49. Speed Dispersion
All vehicles do not travel at the same speed at a location on a r
oad.
If there is 'free flow of vehicles, the speed distribution generall
y follows a normal distribution curve.
The amount of spread of speeds from the average speed affects
both capacity and safety.
49
50. Speed Dispersion
This spread in speeds is represented by 'speed dispersion'.
The quality of the flow of vehicles in a traffic stream may be re
presented in terms, of speed dispersion.
The speed dispersion may be judged by several methods such a
s.
(a) 85th minus 15th percentile of spot speeds, (b) standard devi
ation of spot speeds, or (c) the coefficient of variation of spot spe
eds. 50
51. Q.4The table below gives the consolidated data of spot speed studies on a s
ection of a road. Determine the most preferred speed at which the maximu
m proportion of vehicles.
51
Speed Range
(km/hr)
No. of Speed
Observations
0-10 0
10-20 11
20-30 30
30-40 105
40-50 233
50-60 216
60-70 68
70-80 24
80-90 0
52. Q.5 Spot speed studies were
carried out at a certain stretch
of a highway with mixed traf
fic flow and the consolidated
data collected are given belo
w. Determine:
(i) The upper and lower value
s or speed limits for installing
speed regulation signs at thi
s road stretch, (ii) The desi
gn speed for checking the
geometric design elements o
f the highway, and (iii) Speed
dispersion
52
Speed Range
(km/hr)
No. of Speed
Observations
0-10 12
10-20 18
20-30 68
30-40 89
40-50 204
50-60 255
60-70 119
70-80 43
80-90 33
90-100 9
53. 1. CA O’Flaherty, Transport Planning and Traffic Engineering, John
Wiley & Sons, Inc., New York; Toronto, 2002.
2. McShane & Roess, Traffic Engineering, Prentice‐Hall of India Pri
vate Ltd, New Delhi‐ 110001, 1990.
3. Kadiyali & Lal, Principles and Practices of Highway Engineering,
Khanna Publishers, Delhi‐ 6, 1996.
4. Chakarborty & Das, Principles of Transportation Engineering, Pre
ntice‐Hall of India Private Ltd, New Delhi‐110001.
5. L. R. Kadiyali, Traffic Engineering and Transport Planning, Khan
na Publishers, 2‐B, Nai Sarak, Delhi‐ 110006, 1999.
53