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 .