A Successful Preventive Maintenance Program

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    F a i l u r e

    R a t e

    X I

    Preventive Maintenance Plan

    . Inspection Plan

    . Improvement Plan

    . Recommendat on Items

    Maintenance Records

    Specification o f Equipment

    Failure Data

    L

    e

    / / S

    Bilm-in Useful

    L i fe Year -oc r

    ReZion Reqion

    Repion

    I

    Ciaqnos i s Da ta o f Rena in i rg L i fe

    Opera t ion

    B

    maintenance Data

    1 Recomecdat ion o f i z soec t ion . i a o r a v e ~ e f i r

    Rel ia b le 0pe ra : ion P la n t s

    Fi g.

    1

    The Need f o r Devel opment of Compr ehensi ve

    Preventi ve Mai ntenance Progr am

    Thi s sys tem can i dent i f y the fo l l owi ng i tems

    f r om t he manufact urer ( Hi tachi Ltd. ) to the us i ng

    ut i 1 i ty.

    1)

    Recommendat ons f or i mpr ovement , or r epai r

    i t ems, f or cr i t i cal equi pment and syst ems f rom t he

    s tandpoi nt of h i gh ava i l abi l i t y and l i f e extens i on.

    (2)

    Recommendat ons of i nspect i on cr i t er i a and

    i t ems f or cr i t i cal equi pment and components .

    (3 ) Recommendat ons f or pendi ng ques t ons and

    r emai ni ng mat t er s r el ated to r epl acement ,

    i nspect i on of equi pment, and components .

    Thi s system i s composed of dat a i nput s on

    devi ces used i n the pl ant , the dat a base of each

    equi pment , a common dat a base, and t he mai nt enance

    pl anni ng and r ecommendat i on syst em

    The st r ucture of t hi s syst em is shown in Fi g. 2. 

    Actual mai nt enance, operat i on, and f ai l ure dat a

    of each power pl ant i s i nputt ed to t he dat a center.

    I n par t i cul ar , t he mai ntenance dat a i ncl udes

    di agnost i c data of deter i orat i on and t he r emai ni ng

    1 i f e of equi pment i n t he power pl ant s. Nai nt enance

    dat a ar e t hen anal yzed

    f o r

    t r ends o f deter i orat i on,

    r emai ni ng l i f e

    o r

    i nspect i on resul ts .

    Thi s dat a i s st or ed i n the common data base

    o r

    i n the equi pment dat a base.

    The common dat a base i s used f or st or age of common

    dat a such as pl ant operat i on r ecor ds, mai ntenance

    schedul e and pl ant shut down f ai l ure data.

    The equi pment dat a base st ores i nherent dat a of

    equi pment such as di agnost i c r esul t s, mai ntenance

    r ecor ds, and t r ends of remai ni ng l i fe.

    The mai nt enance pl anni ng and r ecommendat on

    syst em can prepar e the r ecommendat ons

    f o r

    r equi r ed mai nt emance i t ems at each pl ant,

    systemati cal l y, wi t hout om ssi on, and i n a t i mel y

    manner .

    I

    Pl ant]

    1

    I RK P an:Short Long Team I

    Maintenance Work

    .

    Detection Crack and Diagnosis

    . Nondestructive Test (NDT)

    . Calib ration of Instrument etc.

    Diagnosis o f Deterioration

    and Remainina Lif e

    I I

    LJ

    IMaintenance Records

    I I

    quipment Data Base

    I

    Trend of Remaining Life

    CY

    I I

    1

    Actual Data from Each Plant

    Maintenance Records

    Operation Records

    1

    I

    Common Data Base

    Plant Specitication

    Operation Time

    Start/Stop Times

    Maintenance Schedule

    Operation Plan

    Fi g. 2 The S t ruc tu re of Hi tachi Compr ehensi ve Prevent i ve Mai nt enance

    P l anni ng Sys t em

    1993

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    3.

    REM

    INING LIFE DIAGNOSTIC

    SYSTEhIS

    Rotor.

    Blade.

    Cas

    ny.

    Main Stop

    Va ve

    We have devel oped t he di agnosti c s yst ems f or

    es t i mat i on of remai ni ng l i fe

    f o r

    bot h pr i mary

    equi pment and auxi I i ar y equi pment f r om the

    st andpoi nt of preventi ng pl ant f orced out age.

    The di agnost i c syst ems of r emai ni ng

    1

    i f e f o r

    equi pment ar e shown i n Tabl e 1.

    By

    way of exampl e, t he di agnost i c syst em

    f o r

    the

    t urbi ne and generat or w 11 be expl ai ned.

    Tabl e 1

    Di agnosti c Systems of Remai ni ng Li f e

    f or Equi pment

    Equipnent Conponent

    I

    Diagnostic Het od

    -

    CREEP

    lectric resistance test

    Hardness test, Replica method

    Replica method FAT GL

    Hard etching

    Turbi ne

    h p

    Fan

    Shaft X-ray diffraction method

    sys em On-condition monitorin g - lh.vibration

    Optical micro-crack detection method

    Generator I

    Stator Coil

    Motor D Map nethod

    I

    H-Y Yap method

    Tube

    Tube

    Eddy current test for tube thickness

    Data analyzer

    Ultrasonic test (bl) for tube thickness

    Trend of thickness with analyzer

    (CAT)

    El ectri c

    Va

    Ive

    Con t r o l

    Rod Dri ve

    Mechanism

    Packing actual operation data

    carbon seal . Trend

    of

    cooling water teqperature

    0 ring Comparison between life test data and

    actual operation data

    Beat

    Exchanger

    Pipe

    3.1

    Diagnostic system

    of

    remaining life

    f o r

    turbine

    The st eam t urbi nes are operated under sever e

    operat i ng condi t i ons, wi t h hi gh t emper ature, hi gh

    pressure, da i l y s tar t - s top and l oad f o l l owi ng

    operat i on. The mater i al of t he t urbi ne, under

    thes e condi t i ons w l l de te r i ora te as a r es ul t of

    damage f rom creep, f at i gue and t emper

    embri t t l ement . I n the worst case, damage w l l l ead

    t o dest r uct i on. Theref ore, t he i nspect i on and

    di agnosi s f o r esti mati ng t he r emai ni ng l i f e of t he

    t urbi ne i s i mpor t ant ( Ref .

    2,

    3 ) .

    The di agnost i c pr ocess of det erm ni ng t he

    r emai ni ng l i f e f or a turbi ne rotor is shown i n

    Fi g.

    3.

    3.1.1

    Electric resistance method

    I t

    i s known that met al l urgi cal changes and cr eep

    damage accumul at e duri ng l ong- t erm use under hi gh

    t emperat ur e, wher e car bi de compound pr ec i p i tates

    and gr ows near gr ai n boundar i es. Thi s

    prec i pi t at i on gradual l y decreases e l ect r i c

    r esi st ance when cr eep damage occur s. The

    el ect r i cal r es i st ance method ut i I i zes the

    cor r e l at i on bet ween e l ect r i c r es i s t i v i t y and creep

    damage.

    3.1.2

    Hardness measurement

    I n order t o i ncr ease t he accur acy of eval uat i ng

    t he r emai ni ng l i f e,

    i t

    i s necessary to obt ai n a

    corr el ati on bet ween har dness deter i orat i on and

    cr eep damage. Thi s r el ati onshi p can be der i ved

    f rom the tes t of t he same,

    o r

    s i m l ar mate r i al as

    t he or i gi nal one.

    3.1.3

    Observation

    of

    microstructure

    The r epl i ca method dupl i cat es a condi t i on of

    grai n boundary on r ep1 i ca f i l m The mcr ostr uct ur e

    i s observed wi t h t he repl i ca met hod and cr eep

    damage i s eval uated qual i tat i vel y.

    For heat r es i s t i ng al l oy s teel , dete r i o ra t i on

    has shown by car bi de compound pr eci pi t at es and

    gr owt h near gr ai n boundari es. When t he

    det er i orat i on cont i nues, voi ds appear on a t rack

    where t he car bi de compound exi st s.

    3.1.4

    Temper embrittlement

    Two met hods f o r measur i ng t he amount of t emper

    embri t t l ement have been devel oped f or t he actual

    di agnoses. One di agnosi s i s the grai n boundar y

    et chi ng met hod. The degr ee of t emper embr i t t l ement

    i s measured wi t h f r actur e appear ance t r ansi t

    t emperat ure ( FATT) and proport i onal to t he l ength

    and dept h of pi t s i n the grai n boundar y af t er hard

    etchi ng of t he mater i al surf ace. We have

    devel oped t hi s t emper embri t t l ement eval uat i on

    t echni que and

    i t

    i s ready for f i el d use.

    Another way t o measur e t emper embr i t t l ement i s

    t he smal l punch (SP) t est met hod by usi ng met al

    sampl i ng and a mechani cal t est. Thi s test i s not a

    nondes t r uct i ve tes t , but onl y a- smal l sampl e (l ox

    1 OX O. 5

    mm

    i n si ze) is used. I t i s poss i bl e to

    r emove a sampl e f r om an act ual component.

    Ac tual l y , i t i s not easy to det erm ne t he degree

    of materi al damage, because t he fact ors of f ati gue,

    cr eep, and t emper embr i t t l ement are compl ex.

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    Ue s t r u ct i v e

    1

    I

    I

    E l e c t r i c Ha r d ne ss S amp l i n g

    Res i s t ance Test Test

    T e s t

    T e s t T e s t

    Po

    ent a

    1

    Di f f e r e nc e

    Decr ease

    i n El ec t r i c

    es i s tance

    ecrease

    i n

    Har dness

    E lemp.

    FATT

    P

    Ener gy

    Mai nt enance Recor ds

    Fi g.

    3

    T he Di a gn os t i c P r o c ess of Re ma i n i n g L i f e Ev al u at i o n f o r Tu r b i n e Ro t o r

    I n order to r ai se t he accur acy of di agnosi s, mechani cal , and t hermo-mechani cal cycl i ng

    var i ous t echni ques ar e i mpl ement ed in combi nat i on. r esul t i ng f rom the st art and st op operat i on.

    Mor eover, a1 1 t he procedur es are syst emat i zed on a The I nsul at i on det eri or at i on mechani sms and

    comput er- ai ded basi s. Some of procedur es use t hei r detect i on method are shown i n Fi g. 4.

    Expert Syst ems usi ng a knowl edge dat a base.

    3.1 .5

    Application f o r Turbines

    r emai ni ng l i f e for t urbi nes have been appl i ed to

    50 t her mal power pl ant s , and

    250

    equi pment du r i ng

    seven years . As the resul t o f di agnoses , s i x t o a c r i t i c a l

    mai n t urbi ne v l v e s

    wer e

    r epl aced. Equi pment

    w h i c h

    est i mati on methods and t hei r exper t syst em of

    i nsul a t i on di agnos i s (Ref . 4, 5). These are

    wer e eval uat ed and f ound to have adequat e

    r emai ni ng l i f e w l l be di agnosed agai n in a f our - d i scussed be l ow

    year peri od.

    3. 2. 1

    N Y Map

    method

    \\ %en new, i nsul ati on composi t es of m ca- r esi n

    are a voi dl ess st ructure. Voi ds i n the i nsul at i on

    The di agnost i c syst ems f o r eval uat i ng

    t h e

    ar e gr adual l y pr oduced by deteri orati on. Some

    voi ds become l arge and combi ne wi t h ot her s. The

    di el ec t r i c s t r engt h o f m ca r esi n then decreases

    turbi ne ro to rs , f i v e t urb i ne

    cas ings ,

    and

    e l e v e n

    we have devel oped two new r emai ni ng l i f e

    One est i mat i on i s t he N- Y map met hod t hat

    caused due to vari ous f actor s af f ect ed

    by

    t he

    n u be r of

    star t -s tops

    y ) and t he operat i ng t i me

    l arge gener at ors i s caused by e l e c t r i c a l , Y ) . The dat a is t aken f rom the gener ator

    operat i ng hi story.

    3 * 2

    emaining f e estimation ystem o f

    det er m nes how much i n s u l a t i o n det e r i or a t i on

    i s

    stator coil in generator

    I nsul a t i on det er i o rat i on Of the St at or Co i l s in

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    Part a

    d scharge

    test

    ;

    Maxi mum

    Fi g. 4 I nsul at i on Det eri orat i on Mechani sms and

    its

    Det ect i on Net hod

    f or St at or Coi l i n Gener at or

    The mai n f act ors i nf l uenc i ng i nsul at i on

    det er i orat i on are the r epet i t i on of t her mo-

    mechani cal f orc es due to st ar t s and st ops of the

    power pl ant , t hermal agi ng, el ect r i cal s t ress

    agi ng, and mechani cal f at i gue due to operat i on of

    the pl ant . Each deter i orat i on rat i o o f the

    i nsul at i on st r ength caused

    by

    t he above- ment i oned

    f act or s can be obt ai ned f r om many model agi ng

    t est s. Then, r esi dual br eakdown vol t age can be

    obt ai ned by the pr oduct of the det er i orat i on

    r at i os, as shown in eq.

    ( 1 ) .

    Vr : r esi dual BDV ( Br eakdown Vol t age)

    Vo: i ni t i al BDV

    Ve: res i dual BDV due to el ectr i cal

    Vt : resi dual BDV due to t her mal deter i orat i on

    Vh: r esi dual BDV due to heat cycl e det eri orat i on

    dete r i ora t i on

    The i nsul at i on st r ength est i mati on curves of the

    N- Y map ar e shown i n Fi g. 5  ( Exampl e of di spl ay

    f am exper t system .

    150

    16

    14

    12

    S M

    tw

    U

    tb %

    10

    a

    6

    4

    2

    0

    lm

    0 1 2 3 4

    -

    q*lrpticil

    hours Hr) x10o0O0

    162217

    hr

    =5611 T i a a

    VR = 73 54 I

    Fi g. 5 I nsul at i on Str ength Est i mati on

    Cur ve by N Y Map Met hod

    The fi el d dat a was obt ai ned by exam ni ng t he

    gener ator coi Is act ual l y used, aft er l ong

    operat i on. The measured r esi dual br eakdo m vol t age

    ( BDV) and est i mat ed BDV of t he N- Y map aer e

    compared. Both of them were near l y equal .

    Compari son between t he est hat ed BDV usi ng the N Y

    map and the measur ed BDV i s shown i n Fi g.

    6.

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    3 . 2 . 3 E upert system for insulation

    diagnosis

    We devel oped t he expert systei n wi t h Hi t achi

    workstat i on 2050/32 by usi ng a sof t ware

    pr ogr amm ng t ool ESI KERXELI W .

    I t

    has a knowl edge

    express i on of a hybr i d t ype consi st i ng of f r ames,

    r ul es ( i f - , then- t ype) and C- l anguage program

    The sys tem str ucture and j ob sel ect i on o f t hi s

    system

    o n

    CRT di spl ay is s h o w

    i n

    Fi g.

    10.

    Each knorvl edge base i tem i s di vi ded i nt o modul es,

    and t he system has a t ree- l i ke str ucture.

    Thi s st r uctur e makes

    i t

    easy to add and r evi se t he

    knwl edge bases.

    After al I i nfer ence i t ems ar e execut ed, t he

    i nspect i on r eport s , rvhi ch i ncl ude al l i t ems, are

    pri nted out and present t he r esul t s of t he

    i nsul at i on di agnosi s qui ckl y .

    I .

    F ig . 10 Syst emStr uct ure and J ob Sel ect i on of

    Expert System

    3 .2 .4 clpplicat ion

    f o r

    Generators

    The r emai ni ng

    1

    i f e es t i mat i on s ys tem of the

    gener ator st ator coi l s has been appl i ed to

    60

    generators over a 1 year per i od. As a resul t o f

    di agnoses f or coi l s whi ch have al r eady reached to

    l i f e expect ancy or c l ose to l i f e, 21 c oi l s of

    pol yest er r esi n and 4 coi l s of epoxy res i n i n

    gener at or s have been r ep l aced. Gener at or s whi ch

    have adequat e r emai ni ng l i f e

    r v i l l

    be di agnosed i n

    a per i od of f our years .

    4.

    RESULUTS

    The comprehensi ve prevent i ve mai nt enance

    pl anni ng system has been actual l y appl i ed to

    mai nt enance pl ans of t her mal and nucl ear power

    pl ant s . Ve obta i ned good res ul t s by i t s

    appl i cat i on. For exampl e, a r educt i on of the

    f orced out age rat e of nucl ear power pl ant s

    (Boi

    1

    i ng Water React or t ype pl ant s by Hi t achi Ltd.

    as mai n cont r actor ) i mproved f r om

    0. 3

    t i mes

    / pl ant - year to 0. 16 t i mes / pl ant - year . The f a i l ure

    r at e in a t her mal power pl ant s al so i mproved f r om

    1.4 t i mes

    /

    6 mont hs t o

    1.0

    t i me/

    6

    mont hs.

    Fai l ure 'of a bo i l er t ube af t er i nspect i on ,

    di agnosi s and repai r , has not occur red.

    1. The comprehensi ve pr event i ve mai nt enance

    pl anni ng syst emhas been devel oped Tor t he

    systemati c, t i mel y pr eparat i on of

    r ecommendat ons

    on

    i tems used for per i odi cal

    mai ntenance and pl ant l i f e ext ensi on of power

    pl ants .

    have been devel oped f or t urbi ne r otor ,

    gener ator coi , rotor bar , pi pe th i ckness ,

    and

    so

    on.

    2.

    l he di agnost i c syst ems f or remai ni ng l i f e

    3.

    The det ecti on t echni ques for mater i al

    f ai l ure and remai ni ng

    1

    i f e assessment al so

    have been devel oped. That is:

    (a) Combi ned ass ess ment met hod usi ng the

    resu 1t s of el ec t r i c r esi s tance

    measur ement , r ep1 i ca and har dness.

    deter i orat i on wi t h t he N- Y map and t he

    map met hod.

    (c) Detect i on method of corr os i on pi t t i ng.

    (b) Esti mati on method of i nsul ati on

    The pl anni ng system can make a l arge

    cont r i but i on t o a pr eventi ve mai ntenance progr am

    of power pl ant s , especi al l y i n decreas i ng pl ant

    f orced out age r ates wi t h th i s sys tem and

    its

    cont i nuous use.

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    REFEREMES

    1.

    K. Onoder a, Mai ntai nabi 1 i ty Desi gn Techni ques,

    1989; Uni on of J apanese Sci ent i st s and Engi neers

    ( J USE

    .

    2.

    S

    Mori et al . ”Di agnost i c Techni que f or

    Remai ni ng L i f e of Operat i ng Power Pl ant s”, Hi t achi

    Revi ew,

    Vol .

    69- 10, 1987

    Oct.

    pp

    83- 88.

    3. T. Tan et ai , ”Pr eventi ve Mai ntenance Technol ogy

    f or Turbi ne Components” , Hi t achi Revi ew, Vol . 40,

    1991 Apr i l ,

    b . 2 .

    pp103- 110.

    4. S h i , L T an i g uc hi , ” Di agnost i c Techni que

    f or Remai ni ng L i f e of Lar ge Rotat i on Coi l ” , The

    Proc. of 17t h J USE Rel i abi l t y and Mai nt ai nabi l i t y

    Symp. ,

    1987

    J une,

    pp

    295- 300.

    5 K. Onoder a, ”Expert System and Appl i cati on f or

    Re1 i ab I i

    ty

    and Mai ntai nab

    1 i ty”,

    Re 1 i ab i ty,

    V01. 9-3, 1987 NOV. pp 44- 51.

    BIOGRAPHIES

    Kat sushi ge Onoder a, PhD

    H tachi Works, H tachi . Ltd.

    Operat i ng Pl ant Servi ces Cent er

    1-1 ,

    Sai wai - cho 3-chome. H t achi - shi , I barali i -Ken, 317 J APAN

    Kat sushi ge Onodera i s

    a

    mannger

    in the operati ng pl ant

    servi ces center. Si nce j oi ning H tachi h’orks in 1961, he has

    been i nvol ved i n re1 i abi I i ty anal ysi s and

    qual i

    ty assur ance

    acti vit y in

    a

    nucl ear power pl ant.

    H s PhD in engi neeri ng is fr omTokyo Uni versi ty in 1990:

    hi s

    B S.

    in El ectr i cal Engi neeri ng is f romYamagata

    Universi t y in 1961.

    He

    is

    a member

    of

    I nternati onal El ectr otechni cal

    Commssi on(1EC)- Dependabi l i t y ( I C- 56), and

    a

    di rector of

    Rel i abi l i t y Engi neeri ng Associ ati on of Japan(REA ).

    Yoomei Katoo, PhD

    H tachi Works. H tachi , Ltd.

    1-1 Sai wai - cho 3-chome.

    H t achi - shi , I baraki - ken, 317 J APAN

    Poomei Kat oo is a chi ef engi neer, Corporat e technol ogy i n

    H tachi works. Since j oini ng H tachi , Ltd. in

    1956,

    he has

    been engaged in i nstr umentati on and contr ol t echnol ogy

    sect i on of nucl ear povi er and chemcal pl ant

    i n

    H tachi

    Research Lab.

    hi s

    B. S.

    in el ect ri cal engi neeri ng is f romKanncawa

    Universi t y in 1956.

    H s PhD in engi neeri ng is f romOsaka Uni vers i t y i n 1984:

    1993 PROCEEDINGS Annual RELIABILITY AND MAINTAINABILITY Symposium

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