M. Poozesh et al./ Elixir Project Mgmt. 47 (2012) 9074-9078 9074
Introduction
Today, tractor is one of the most important power sources in
agriculture (Singh, 2006). Farm tractors must be maintained and
kept in good repair condition if they would render efficient
service (Beppler and Hummeida, 1985). Its versatility and high
efficiency have made it suitable for most field and barnyard
operations. However, the need for high management skills and
susceptibility of tractors to breakdown has made its maintenance
very imperative. Timeliness in farm operations is a crucial factor
for successful agricultural operations. Farm tractors failure,
especially, during the engaged part of the season, causes delays
which result in losses and inefficient labour utilisation. As more
and more capital in the form of machinery replaces manual
labour on the farm, the reliability of this equipment assumes
greater importance. Indeed, deeper insight into failures and their
prevention is to be gained by comparing and contrasting the
reliability characteristics of systems that make up the tractor
(Amjad and Chaudhary, 1988). Reliability is defined as the
probability that the equipment or system will complete a specific
task under specified conditions for a stated period of time
(Ebeling, 1997). Hence, reliability is a mathematical expression
of the likelihood of satisfactory operation. A failure may be
referred to as any condition which prevents operation of a
machine or which causes or results in a level of performance
below expectation. The failure rate of a population of items for a
period of time t
1
to t
2
is the number of items which fail per unit
time in that period expressed as a fraction of the number of non-
failed items at time t
1
. Hence, in reliability, the reciprocal of
failure rate is the mean time to failure [MTTF] (Wingate-Hill,
1981). Amjad and Chaudhary (1988) reported that machine
failures can be categorised into: early life failures, random
failures and wear-out. Likewise, Lewis (1987) asserted that
reliability considerations appear throughout the entire life cycle
of a system. He claimed that the data collection on field failures
are particularly invaluable because they are likely to provide the
only estimate of reliability that incorporates the loading,
environmental effects and imperfect maintenance found in
practice. At both component and system levels, such a database
is invaluable for predicting the reliability of future design and
for improving design. Owing to the importance of timeliness of
operations in obtaining high yields, machinery breakdown
especially at busy period such as sowing or harvest can lead to
large losses of revenue quite apart from the cost of repairing the
equipment. If estimates could be made of when equipment is
likely to fail, this would assist in planning machinery purchases
and spare parts inventories and reduce costs.
The results of numerous individual experiments confirm
that the crop yield changes in a predictable way related to the
timing of various filed operations (witeny, 1985). Unless the
enterprise is on a very small scale or the machine used is very
large, it is unlikely that the operation can be completed at the
scheduling time. This inability to complete an operation within a
short period incurs a penalty which increases on a daily basis as
the duration of the period is extended (Fig. 1). The evaluation of
this penalty cost requires the selection of a unique yield/time
response for a multiplicity of crop yield experiments (witeny,
1985).
Time from optimum day of establishment (day)
Fig 1. Percentage yield loses from untimely crop
establishment
Tele:
E-mail addresses: Asakereh@ut.ac.ir
© 2012 Elixir All rights reserved
Determining the reliability function of farm tractors
M. Poozesh, S.S. Mohtasebi, H. Ahmadi and A. Asakereh
Agricultural Machinery Engineering Department, University of Tehran, Karaj, Iran.
ABSTRACT
There is an optimum time for implementing field operation of various crops in each region.
If the operation is accomplished sooner or later, it will cause a reduction in yield quantity
and quality. The cost of this reduction is named “timeliness cost”. Annual timeliness cost is
estimated by an equation reported in ASAE standards. MF285 tractors have low reliability in
Iran. Generally, low tractor reliability has an uncertainty in implementation of farm
operation which it is not considered in ASAE equation for calculating of timelines cost. This
uncertainty causes a cost being a part of timeliness cost and is produced due to tractor failure
within farm operation. The purpose of this study was to determine the reliability function of
MF285 tractors operated in Debal Khazaei Agro-Industry Co. in Khuzestan province of Iran.
Thus, in this study a function-fit model for reliability of farm tractors was determined.
Afterwards, tractors working times to a failure (hours) in tenth year of tractor life were fitted
with normal, exponential, lognormal, poisson and weibull age distribution functions using
moment estimation. Depending on Chi square test, the best reliability function for this given
situation was exponential distribution function with = 0.025.
© 2012 Elixir All rights reserved.
ARTICLE INFO
Article history:
Received: 12 April 2012;
Received in revised form:
15 June 2012;
Accepted: 20 June 2012;
Keywords
Timeliness,
Mean time to failure,
Age distribution function,
Farm management.
Elixir Project Mgmt. 47 (2012) 9074-9078
Project Management
Available online at www.elixirpublishers.com (Elixir International Journal)