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Methods for statistical valuation of the technical condition of aviation communication equipment
Nikolay Petrov*, Marinov M.B.**
*Aviation
research base of the Military Air Forces, e-mail:nikipetrov@descom.com
**Technical
University,Sofia 1156, Bulgaria, e-mail:mbm@vmei.acad.bg
Abstract:
The technical exploitation (TE) of
aviation technique (ÀÒ) concerns the execution of its technical service(TS).
During the process of TS measuring of the value of basic parameters (BP)
of the aviation comunication equipment (ACE) is done which creates the
possibility of certain faults. The valuation of these faults and their
limitation is a basic problem of TS and important aspect for maintaining
high reliability and safety of aircrafts. Methods for determination of
the limits of the faults and determination of the resource of aviation
comunication equipment with the required level of probability are suggested
in the paper.
Key words: statistical analysis; fault valuation; aviation communication equipment; reliability.
Problem Formulation: The regulation of the operating of ACE is related with periodic valuation of its sensitivity of the receiver and power of the transmitter. They determine the distance of the radio connection between the crews of the aircraft and the respective ground control center. During the TE of aircrafts of ACE, which is part of the whole radio electronic equipment (REE), different destabilizing factors may occur. That is why the valuations of the faults during measuring of BP of aircrafts are casual functions of the time.
Basic task for valuation of the flight
time
is the valuation
of the exploitation faults. In the accuracy and quality theory for technical
systems, the function of the allocation of relative faults
during the measuring of the parameters
in the time t is written as a dense of allocation of the possibilities
.
The faults during the measurement of the parameters of ACE -
,
are located:
(1) |
where:
-
the mathematical expectancy from N-measurements(N=10) of the value of the
corresponding parameter of ACE, done at the same technical conditions;
-
nominal value of the parameter under the tems of the normal technical documents(NTD)
íà ACE.
If this function is known, then the allocation
of the parameters of ACE in the time is also known. But this is not enough
to valuate the quality of ACE, because it may be used during different
moments and periods of time. In a more general case the moments of time
of usage of RÅE are casual values and have density of allocation
.
The laws for allocation of the times of usage of some types of REE of aircrafts
during flight, characterized by the density of their allocation
,
are shown on fig. 1.
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Because of the fact that the aviation communication station (ACS) and electronic altmeter are used regularly during the whole route of the flight, the allocation of the moments of time of their functioning is similar to the law for equal possibility. The equipment of the landing navigation system is used in the end of the flight, for the law for allocation of the moments of time of its usage is translated in the time to the end of the flight and is dependent on the normal allocation (fig. 1).
For the evaluation of the law for allocation
of the fault with determination of the usage time, it is necessary to integrate
the density of allocation of the fault
for all possible values of
.
In general the density of allocation of the fault can be written with the
following integral:
Knowing the characteristics of the fault
during valuation of the parameters (mathematical expectancy
,
dispersion
or the field
of diffusion of the parameters
[2]),
conclusions on the resources of the equipment with the necessary level
of probability.
The mathematical expectancy of the law
of allocation from (1) is dependent on:
where:
-
mathematical expectancy of the fault during a moment of time
.
The dispersion of the obtained law for
allocation from (1) is dependent on:
where:
-
initial moment form second series.
The initial moment from second series is
calculated according to [3]:
Valuation Methods
Classic method, based on multiple measures
This method for locating the faults is based on the execution of N measurements of the same BP in a particular moment of time, at the same atmospheric and technical conditions and mutual independency between the different èçìåðâàíèÿ. Practically for Military Airforces for N=10 a sufficient reduction of the casual faults during the valuation of BP of ACE is achieved [4]. The observation of the previous condition determines the simplification of the problem for valuation of the fluctuation of the BP ÎÏ of ACE during particular periods of calendar time(1 year for the Bulgarian Airforces).
During the N measurements of particular
BP in a particular moment (section) of time t,
from (1) can be represented through the normal law for allocation, in relation
with the central boundary theorem from the theory of casual processes [3]:
,
(7) |
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Fig. 2 reveals that the fluctuation of
in
defined moments of time can be approximated with a sufficiently smooth
polynom or spline.
The following formules for valuation
of the mathematical expectancy
and the experimental ñðåäíî êâàäðàòè÷íîòî dimension
are consequences from (2),(3),(6) and fig. 1 and 2 [3]:
,
(9) |
The graphics are based on measures, done
for 1 year through intervals of 5 days for given by the standards requirements,
but at the temperature (20± 1)° C[6]. They are statistically processed
through the program MS Excel.
The volume of the measures allows a presentation
sample and a precise definition of the characteristics of the communication
equipment. The defined characteristics can be used for valuation of another
similar equipment. The significant dynamic of the fluctuation of the parameters
(30-40% in particular reviews) require enough accuracy for reliable definition
of the resource of the equipment and to make difference between the reliable
equipment and the equipment, needing replacement of functional elements.
This allows the achievement of significant
economies without compromising the safety of the flights.
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Fig. 3.á. Fluctuation of the power of radiostation Ð-862 during measures done for 1 year |
Method based on the transformation to time parameters
This method for locating the fault during the measurement of BP of ACE is also valid for particular intervals of time, as his accuracy is increased when the examination is done for a shorter interval of time.
The law of allocation of the fault during
the measurement of BP,
generally is function from K fluctuating in the time technical parameters:
where:
-
temporary functions of allocation(mathematical expectancies) of the fault
of
Ê parameters in the time t .
The time t is written as a function
,
back to the function
of
the fluctuation of mathematical expectancies of j-th transforming in the
time technical parameter. Using the transition to a new casual quantity
we obtain:
As the moments of time t are casual quantities,
the parameter of the law for allocation (mathematical expectancy -
]
will also be casual quantity. Therefore the full allocation of the fault
will be obtained through integrating the conditional law for allocation
(10) for all possible values of the casual quantity
:
where:
- law for allocation of the quantity
.
Using formulas (2),(10) and the ability
to define of the law for allocation of the inverse function
knowing the law for allocation for the argument of the function
,
the law for allocation of the casual quantity
can be obtained:
where:
-
function, îáðàòíà to the function
in the sections
, where
its variation is monotonous and smooth enough.
By the same token as (12) we define the
law for allocation of the function when we know the law for allocation
and from the formula (1)®
as
we find the density of the allocation of the fault during èçìåðâàíå of
BP of ACE, according to:
(14) |
where:
-
function, back to the function
in these sections
, where
its variation is monotonous and smooth enough.
Example for the usage of the method using transformation into time parameters
Here we will review the valuation of the law for allocation of the fault during the measurement of BP of landing navigation system:
To simplify the calculations we assume
that the admitted fault during measurement of BP of landing navigation
system is done through a linear function -
,
e.g.
(ñ-constant). The
time for usage of this aviation system according to fig. 1 varies through
a normal law:

Lets define the back function
from
the term of the example and its derivative according to:
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We substitute these quantities and
in (13) and obtain the formula for evaluation of the law for allocation
of the fault during the measurement of BP of landing navigation system:

where:
CONCLUSIONS
1.The definition of the accuracy of the parameters of ACE and their fluctuation allows to valuate the status of the communication equipment with a high level of probability.
2. A precise analysis of the characteristics of the allocation of the parameters must be done because this, combined with the examined resource intervals is a basis for a quality measuring.
REFERENCES
1. Fomin A. N. and others, Reliability
of the semiconductor devices of aircrafts, Moscow, 1968.
2. Cvetkov A. F., Methods for valuation
of the fluctuation limits of radioelectronic equipment", Ìîñêâà, 1970.
3. Vencel. E. S. Calculus of Probability.
Moscow, 1969.
4. Gindev E., Reliability of aviation
electronic technique, “Air transport”, TU – Sofia, 1998.5. Petrov N. I.,
Bochev V. 5., Bonchev Kr. M., Radkov I. 5., Optimal Processing of Parametric
Information for Regulation of the Technical Condition, High Military School
"P. Volov", Shumen, 16.10.1997.
6. Schrüfer, E.: Zuverlässigkeit von Meß-
und Automatisierungseinrichtungen. Hanser Verlag, Munchen, 1984.
Technical
College - Bourgas,
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rights reserved, © March, 2000