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8/2/2019 Maint w Reliability Concept
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MAINTENANCE MANAGEMENT WITH
RELIABILITY CONCEPT
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
15/11/2011
TABLE OF CONTENT page
number
INTRODUCTION.3
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CHAPTER ONE Reliability main term definition.4
CHAPTER TWO Data collection and treatment5
CHAPTER THREE Reliability prediction and modelling7
CHAPTER FOUR Availability and maintainability plans.10
CHAPTER FIVE FMEA and FMECA14
CHAPTER SIX Spare parts specification and management15
SUMMARY16
REFFRENCE17
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INTRODUCTION
Maintenance is a large element of manufacturing costs and today many companies are paying
increased attention to capabilities of their maintenance function. The Traditional approach to
maintenance management has been to focus on reducing costs and head count. In leading
companies, however, maintenance is viewed as a high leverage contributor to the business
profitability through its impact on equipment capacity, product quality, safety and production
costs. An investment in reliability improvement will, however, ensure that costs
improve along with safety, production capacity and production quality.
This paper tends to present the application of reliability concept to industrial facility
Management Company and this will be specifically on building HVAC and BMS (building
management system). This is commencing by given clear definition of reliability main terms
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follow by (ii) data collection and treatment, (iii) Reliability prediction and model, (iv)
Availability and maintainability plans, (v) FMEA and FMECA, (vi) spare parts specification and
management and summery.
Reliability main term definitionReliability is simply the probability that an item or a system perform its
stated function without a failure within a stated condition. This usuallydenoted with a symbol R (t). F (t) is failure rate = 1 - R (t).
MTTF: - Mean time to failure; this term is used for non-repair item. This is the
average operative life of nonrepair item and the term use to measure the life vary. This could
be time , revolution etc.
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MTBF: - Mean time between failure; this term is used for repairable item. This simply
means the average of time interval between successive failures.
MTBMA: - Mean time between maintenance actions. This includes average downtime
on both schedule and unscheduled maintenance action
MTTR : - Mean time to repair. This simply refer to the time spent in restoring the
down tool machine back to operation
MDT; - Mean downtime. The average time use on logistic, waiting for parts and
administrative downtime
MAMT: - Mean active maintenance time. This includes the average
corrective maintenance time and the average time to perform preventive
maintenance.
FMEA: - Failure mode and effect analysis
FMECA: - Failure mode effects and critical analysis
FTA: - Fault tree analysis
RCM: - Reliability catered maintenance
Data collection and treatment
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1.0 Sauces of data
At the beginning of facility equipment for maintenance contract some
procedure are meant to be carried out. Some of these procedures are listed
below.
Auditing for operation level, safety and capacity. In the process or afterauditing some data will be collected and this will assist the maintenance
company in carrying out some aspect reliability analysis.
Installation and commissioning documents will also be requested fromthe client.
Operation data. These are the data collected during normal running of themachine and it usually consist of running time, breakdown period,
breakdown nature, periodic service program, operation procedure,
equipment log sheet etc.
Carrying out of failure mode analysis.Since the equipment in question is HVAC and BMS, such data will include
supply chilled water temperature, return chilled water temperature, deferential
chilled water temperature, chilled water flow rate, condenser water treatment
characteristics, condenser supply &return water temperature etc.
Data treatment.This will entail data analysis, evaluate and summarize data using techniques
such as trend analysis, weibull, graphic representation etc.
The first steps in summarizing data are construct a histogram and a control
chart. This will help to determine if the equipment performance is stable as well as
providing estimates of the mean and standard deviation.
The control chart can be helpful in spotting a trend line. Linear regression may
be used to fit a line to the data.
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Once failure data have been collected it is often useful to display them in
graphical format.
Key reliability metrics includes:
Probability density function (PDF) can be plotted as a histogram showingthe number of failure in each time block.
The hazard function shows the failure rate as a function of time. It isconvenient to use the following formula for hazard function
(t) = Fraction of failure during the time period/Amount of time during the
period.
The reliability function plots reliability as a function of time. The formula isR(t) = Number surviving at the end of the period/Number unit tested
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Reliability prediction and modellingA system can be model for reliability analysis using block diagrams. A
system consists of subsystems connected to perform given functions. A
mathematical solution can also be used to complex system to a graphical
representation of the interconnection of its subsystems. The math model use
to assist in making changes to the system for reliability improvement. The
model can be used to determine test and maintenance procedure.
fig. 3.1
The general approach is to capture the modelling effort with the use of Reliability
Block Diagrams.
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The model could be concerned with just showing the critical functions and the
associated failures modes, as derived in the FMECA. This information may further
be used in the FTA of the safety engineering.
Redundancy or back-up mechanisms will enhance the reliability of a system, but
augment the Life Cycle Support (LCC). Questions that would need to be
considered, is whether the system should employ "active redundancy or standby
redundancy ".
The actual decision for the system redundancy could also be dictated by other
engineering constraints, for example the safety requirements might mandate a 2 out
of 3 voting redundancy for critical system components.
3.1 Active Redundancy
The approach here would have redundant elements that would support a fault
tolerant architecture. In this case, the active redundancy, all of the redundant
elements are utilised by the system, e.g. they are powered up. However, in the
event that one (or more) element fails, the system is capable of performing itsrequired function and operation. The redundant elements incorporated into a design
could be a simple affair or consist of very complex elements. With a more complex
configuration the architecture could consist of a combination of elements having
no redundancy, a couple of elements having dual redundant, to several elements in
parallel etc.
The final system configuration would be influenced by the actual required
reliability and availability requirements, which takes into consideration whether
the system is repairable or non-repairable.
In the following given example is a simple Dual Redundant Configuration. The
system's reliability can be calculated as given. This calculation assumes that the
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systems are identical, other words each having the same failure rate and that the
failures follow an exponential distribution pattern.
fig. 3.2
3.2 Standby Redundancy
There might be instances where a system must achieve an operational availability
and itself cannot afford an extend downtime. With repair actions of a failed unit
being possible, but the implementation of an active redundant configuration not
considered feasible, due to economic or operational reasons. It may be more
appropriate to utilize a standby redundant configuration. An example of this could
be a field power generation plant. The power distribution configuration would
consist of two 800 KVA diesel generators. One would be online (running)
continuously and the other would be in a standby state (not running). In the event
that the operational generator experiences a failure (or where the need to perform
preventative maintenance exists), the standby generator would be brought on-line.
This would then permit a repair action to be implemented on the failed generator
set.
3.3 Reliability Prediction
This is the process used to determine the MTBF of an item. This is achieved by
performing a prediction analysis.
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Maintainability and Availability Planning.
4.1. Reliability and Maintainability Engineering Program Approach
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The approach to a reliability and maintainability program is dependent upon many
factors that include the customer's requirements, the business strategy of the
company, and the size of the project etc. The effective implementation of an R&M
Engineering Program must take into consideration these and other factors. Detailed
in Mil-Std-785 and Mil-Std-470 are various tasks associated to the reliability and
maintainability engineering program. Careful task selection must be made for each
particular program, to ensure that the reliability and maintainability requirements
and objects are achieved. How do you determine the reliability of a system, taking
into consideration the mission operation profiles? How do you optimize the
reliability (and availability) of a system with respect to the life cycle cost? Where
should you focus your engineering efforts to minimize program cost? These are
just a few of many questions that need to be asked and answered prior to
implementing a reliability and/ or maintainability program.
Prescribed maintenance actions will maintain a system in operating condition and
reduce the probability of failure due to wear.
The two main general classification of maintenance actions are :-
1. Preventive Maintenance (PM) :- This include the actions performed to
keep the system in an operating state by preventing wear-out failures. It
does not reduce the constant failure rate that is inherent to the system but
tends to keep the system operating at that level of failure probability. This
can be planned and it can be carried out when the system is not being used.
2. Corrective Maintenance (CM):- The actions require returning the
system back to operating state whenever failure has occurred. This cannot be
planned, and most be performed when the system fail. This usually demands
for prompt response.
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4.2. Availability is a measure of likelihood that a system will be ready to operate
when is called on to operate. Factors affecting availability are (a) Failure
occurrence, (b) Lengthy corrective actions, (c) lack of effective preventive
maintenance and other logistic reasons like late arrival of spares, (d)
Administrative Delay in making decision
Availability is a function of the number of maintenance actions necessary
and the time it takes to complete the actions.
MTTR: - Mean time to repair
MTBF: - Mean time between failures.
Availability = MTBF / (MTBF+ MTTR)
eq. 4.1
The availability of a system will increase when MTBF increases and MTTR
decrease.
C. To obtain increase in MTBF and decease in MTTR. The following must
be achieved :- (a) Availability of spares to reduce meantime to repair, (b)
provision of effective training on the equipment in question to increase
mean time between failure.
4.3. MAINTENANCE STRATEGIES.
The RCM analysis is a systematic approach for identifying preventative
maintenance tasks or scheduled maintenance tasks for an equipment end item and
establishing necessary preventative (or scheduled) maintenance task intervals. In
essence a maintenance task would be implemented prior to the failure occurrence
of the component in question.
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The consolidated results from the RCM analysis process forms the basis of a
Preventive Maintenance (PM) program for the system. A RCM analysis is
conducted to determine which PM tasks would provide increased equipment
reliability for the life cycle. The RCM analysis would use the information
generated by the FMEA to identify which hardware components have the greatest
effect on the equipment reliability and availability, by identifying probable failure
modes.
Using the decision tree process of RCM analysis, a complete analysis of each
Functional Significant Item and their assigned failure modes can be conducted.
(i) Reliability- Centered maintenance and (ii) Predictive maintenance.
This two are proactive strategies to encourage replacement before failure
occurrence. Hence Preventive Maintenance (PM).
Corrective Maintenance (CM):- Condition based maintenance is reactive.
Replacement is made after Failure occurrence.
Factors to be considered for selecting replacement strategies are:-
The failure distribution of the unit.
The cost associated with the failure of the unit. Any safety issue associated with the failure.(iv) The cost of the replacement unit.
(v) The cost associated with scheduled replacements.
(vi) The cost of inspection or test.
Maintainability Apportionment and Allocation.Reliability is attending to system failure reduction and thus reducing the
frequency of unscheduled maintenance actions.
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Maintainability is attending to reduction of downtime duration of both
scheduled and unscheduled maintenance actions.
NB:- MILHDBK472 gives following definition of maintainability.
Maintainability is the ability of an item to retain in or restored to specified
conditions when maintenance action is performed by personnel having a
specified skill levels and using prescribed procedures and resources at each
prescribed level of maintenance and repair.
Maintainability objectives are best accomplished if an effort is made to
eliminate unscheduled downtime and reduce the duration of scheduled downtime.
A systemlevel maintainability requirement may need to be allocated to lower
levels of the system.
Maintainability allocation is a continuing process of apportioning requirement at
the system level to subsystem levels.
AVAILABILITY TRADEOFFS.System availability (A), is a function of its reliability (R), and Maintainability
(M).
Availability is the measure of the time the system is in an operating state,
compared to the total time. The various availability depend on the downtime
that are included in the total time.
With constant system rate of failure assumption we have:-
Inherent Availability: - This includes downtime on preventivemaintenance and logistics.
Ainh =MTBF /(MTBF +MTTR)..eq. 4.2
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Achieved Availability; - This include downtime on corrective andpreventive maintenance action and it also includes any delay in
logistic and administration. Hence, the (MTBMA) which means time
between maintenance actions. This includes both schedule and
unscheduled actions.
MTBMA is a function of the failure rate () and preventive maintenance rate (u).
MTBMA = 1 /(+u)
Aach =MTBMA /(MTBMA +MAMT).eq.4.3
MAMT:- Mean active maintenance time.
Operational Availability:- This includes all down time. The meandown time (MDT) includes logistic time, spares part delay time and
administrative downtime
Aop =MTBMA /(MTBMA +MDT)..eq. 4.4
FMEA and FMECAThis Failure Modes and Effect Analysis. It is one of the most utilized methods for
conducting reliability analyses. The Failure Modes and Effects Criticality Analysis (FMECA) is
really an extension of the FMEA, focusing on the quantitative parameters for a criticality
assigned to each probable failure mode,. A widely accepted military standard for conducting
FMEAs is Mil-Std-1629. This military standard details the specifics in conducting a FMEA.
These procedure will be carried out on all newly acquire equipment to be
maintain and the result will be used for taking appropriate maintenance
management decision.
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The steps of FMEA:-
Select the equipment to analysed and gendered associated data List all possible failure modes. Calculate a risk priority number (rpn) for each mode. Assigning a
value of from one to ten for each of these categories: S = severity; O=
occurrence; D= detection and rpn = S X O X D.
Develop a corrective action plan for the risk or failure Document and report the result
6. Spare parts specification and management
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The require number of spares necessary for a given period of time is a
function of the expected number of failures and the number of spares required for
preventive maintenance. The number of failures in the function of the unit
operating time and the failure rate. If any spares are required for preventive
maintenance, the number is a function of operating time and the preventive
maintenance circle.
The MTTR calculation assumes that spare parts are readily available. This
means that spares must be in inventory when they are needed. If there is waiting
time to obtain a spare, the unit downtime will increase and availability will suffer.
If the unit has a constant failure rate, the probability of requiring no more than r
replacement unit can be found using cumulative Poisson distribution.
If preventive maintenance require spare parts, the n umber of spare
necessary is a function of the operating time and the maintenance circle. The
number of spares required for preventive maintenance is the product of the
maintenance circle and the total operating time. The total number of spares that
must be kept in inventory is a function of delivery time, the cost of maintaining
the inventory, and the availability requirement.
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SUMMARY
All the above highlighted procedures are meant to be reliability quality
process to be followed by the concern company for maintenance processes.
These are meant to solve the following inherent problems:- i. low equipment
availability; ii. High maintenance cost; iii. Downtime due to shortage of
spare parts; iv. Logistics delay; v. low technical skill etc.
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REFRENCE
THE CERTIFIED RELIABILITY ENGINEER HANDBOOK. By DONALD W.BENBON and HUGH W. BROOME. Pub: - ASQ. 2009
Maintenance Management by L. Pinetelon, L. Gelders and F Van Puyvelde published byacco 1997.
Maintenance By Jasper L. Coetzee, 1997. Practical Reliability Engineering 4th Edition, By Patrick D. T,. O`CONNOR, 2010 .