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Perm15510n t0 mak e d191ta1 0r hard c0p1e5 0f a11 0r pa rt 0f th15 w0rk f0rper50na1 0r c1a55r00m u5e 15 9ranted w1th0ut fee pr0v1ded that c0p1e5 aren0t made 0r d15tr16uted f0r pr0f1t 0r c0mmerc1a1 advanta9e and thatc0p1e5 6ear th15 n0t1ce and the fu11 c1tat10n 0n the f1r5t pa9e. 70 c0py0therw15e, 0r repu6115h, t0 p0 5t 0n 5erve r5 0r t0 red15tr16ute t0 115t5,re4u1re5 p r10r 5pec1f1c perm15510nand/0r a fee.5AC 2003, Me160urne,F10r1da,U5A.

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mean5 that 1t can 6e an attached 1ma9e, 0r a cha1n 0f character5c0nta1n1n9 a me55a9e, an 1n5 truct10n, 0r 1n 50me ca5 e5 the f11e 0fthe 5ent rep0rt.3 7 H E D 0M E 5 1 N 7 E RN A L 5 7 R U C 7 U R E7h e p r0p 05e d arch1tecture 15 a m0de1 0f an 1nte1119ent C11ent-5erv er 5y5 tem 6a5ed 0n a 81ack60ar d arch1tecture, 5ee F19ure 3.1.7h e d0me5 1ntema1 5y5tem 15 mad e u p 0f the f0110w1n9 m0du1e5:U5er 1nterface, Kn0w1ed9e 8a5e5, 5y5tem f0r Kn0w1ed9eAc4u151t10n, Mechan15m 0 f 1nference, W 0rk1n9 M em0 ry, andExp1anat0ry 5y5tem. 7he funct10n 0f m05t 0f the c0mp0nent5 15the 5ame a5 1n any expert 5y5tem, the 0n1y d1fference 15 1n thekn0w1ed9e 6a5e5. 1n th15 ca5e, each kn0w1ed9e 6a5e c0nta1n5 thekn0w1ed9e re1ated t0 eac h funct10na1 area, a nd funct10n5 11ke ad1rect 5erver f0r 1t5 c0rre5p0nd1n9 5C 6 c11ent.4 D E 5 1 6 N 0 F 7 H E F U 2 2 Y E X P E R 75 Y 5 7 E M F 0 R 7 H E V E N 7 1 L A 7 1 0 N A N DA 1R C 0 N D 1 7 1 0 N 1 N 6 5 Y 5 7 E M1n th15 paper we pre5ent ju5t the deve10pment 0f the fu22y exp ert5y5tem [3, 9] c0rre5 p0nd1n9 t0 a vent11at10n and a1r c0nd1t10n1n95y5tem5 m0du1e. A5 a part 0f the funct10n5 t0 6e carr1ed 0ut 6ythe D0me there are th05e 1n char9e t0 make dec1510n5 1n ca5e 0f aVAC5 fa11ure.

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7he dec1510n5 0n the act10n5 t0 m ake 1n fau1t 51tuat10n5, are t aken6y mean5 0f the Fu22y Expert 5y5tem. 7he perf0rmance 0f th155y5tem mu5t 6e 51m11ar t0 the 0ne 0f a n expe rt 1n the 5uperv1510nand ma1ntena nce 0f vent11at10n and a1r c0nd1t10n1n9 5y5tem5. 7hefunct10n5 0f the 5C6 0f the VAC5 are: a1r ren0vat10n,temperature c0ntr01, c1ean1n9, and a1r am0unt, m0vement andhum1d1ty. 7h e type5 0f ma1ntenance are prevent1ve, andc0rrect1ve. 7h e f1 r5t 15 ma de acc0rd1n9 t0 the 5pec1f1cat10n5app11ed and rec0 mmen ded 6y h uman expert5 and the 0wndev1ce5 5pec1f1cat10n5. 7h e 5ec0nd 15 d0n e acc0rd1n9 t0 th edetected fau1t and 1t5 p055161e cau5e5.

4 1 K n0w1ed 9e En91neer1n91n 0rder t0 carr y 0ut the prev10u51y ment10ned act1v1t1e5, f1r5t 1twa5 nec e55ary t0 1dent1fy the var1a61e5 that take par t 1n the 5y5tem.1n 0ur ca5e we u5ed L1n9u15t1c Var1a61e5 (LV), that a110w u5 t0man1pu1ate the 1nf0rmat10n 1n the f0rm re4u1red 6y the fu22yru1e5.F0r t he f0rmat10n 0 f the kn0w1ed9e 6a5e we 1nterv1ewed huma nexpert5 1n the area 0f vent11at10n and a1r c0nd1t10n1n9, we a150c0n5u1ted the manua15 c0rre5p0nd1n9 t0 50me typ1ca1 dev1ce5.

7a61e 4 1 50me L1n9u15t1cVar1a61e5 w1th the1r Re5pect1n97erm5::[ L1n9u15t1cVar1a61e L1n9u15t1c7~m5 ft.emP:a1r .................. [ .C1d .fre~h: ade4uare~..h.t: Ve ~- h t .................1

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W1th the 06ta1ned 1nf0rmat10n a t0ta1 0f 23 LV5 were 1dent1f1ed,they are d1v1ded 1n var1a61e5 re1ated t0: the a1r (6), the hum1d1ty(1), tempe ratu re (4), refr19erat10n (11), and 9enera1 1nf0rmat10n(1). 7he 1nput va1ue5 f0r the var1a61e5 are c011ected fr0m 5en50r55trate91ca11y 51tuated, f0110w1n9 the hu ma n expert5 adv1ce. 7a61e4.1 c0nta1n5 a 5amp1e 0f the L1n9u15t1c Var1a61e5 u5ed f0r theVAC 5, a5 we11 a5 the L1n9u15t1c 7erm 5 5e1ected f0r each 0ne 0fthem , the var1a61e5 are a150 5h0wn 1n F19ure5 4.1, 4.2, 4.3, and4.4.1n add1t10n, we e5ta6115hed the c0ntr01 and ma1ntenan ce ru1e5 thatthe D 0me w111 u5e f0r 5urve111ance 0f the 5C 6-V AC 5, and them0n1t0r1n9 0f the 5y5tem5 5tate. F0r the detect10n and c0rrect10n0f fau1t5 1n the 5y5tem we 90t 16 ru1e5, and 11 ru1e5 f0r the a1r4ua11ty.50me 0f the ru1e5 appear 1n 7a61e 4.2, wh1ch c0nta1n5 the fau1t5,p055161e cau5e5 and the pr0p05ed 501ut10n5. A11 the ru1e5 are 1n the1F7HEN f0rmat. Whe n a fau1t 15 detected, the c0rre5p0nd1n9ru1e5 are f1red, f0und1n9 the p055161e cau5e 0r cau5e5, andaut0mat1ca11y pr0p051n9 the ade4u ate 501ut10n and act10n5 t0 6etaken.

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We deve10ped a t0ta1 0f 7 funct10n5 f0r ma1ntenance, wh1ch are:Ma1ntenance t0 theevap0rat0r, 5erv1ce t0 the c0nden5er, 5erv1cet0 the c0mpre550r, ma1ntenance t0 the therm05tat, ma1ntenance 0fduct5 and 9r1d5, and f0r 4uarter1y and 5eme5ter ma1ntenance.M0re0ver, f0r the U5er 1nterface, updat1n9 0f var1a61e5, and t01n1t1a112e the 5y5tem, 25 m0re funct10n5 were deve10ped.

5. 5 Y 5 7 E M 1 M P L E M E N 7 A 7 1 0 NF0r the deve10pment 0f the VAC55 fu22y expert 5y5tem we u5edthe Fu22yCL1P5 5he11, Ver510n 6.04 0f 0ct0 6er 1998 [8], wh1chc0nta1n5 exten510n5 f0r the deve10pment 0f Fu22y 5y5tem5. 1nF19ure 5.1 there 15 an examp1e 0f0n e ru1e 1n Fu22yC11p5.5.1 1nference En91ne 1n Fu22yC L1P5

1n CL1P5 the fact5 match1n9 pr0ce55 15 d0ne 6y pattem-match1n9,and pr0v1de5 an 1nference mechan15m t0 aut0mat1ca11y match thepattern5 a9a1n5t the c0mm0n 5tate5 1n the 115t 0f fact5 and 1n the115t 0f 1n5tance5, determ1n1n9wh1ch w111 6e the ru1e t0 6e app11ed.1f m0re than 0ne ru1e 15 app11ca61e, the CL1P5 1nference En91ne1E-CL1P5) u5e5 a 5trate9y 0f c0nf11ct re501ut10n, t0 5e1ect wh1ch

ru1e ha5 the 9reater we19ht and execute a11 the ru1e5 acc0rd1n9 t0the1r re5pect1ve we19ht5.5.2 7e5t1n9 and 51mu1at10n1n th15 rep0rt we pre5ent 0n1y 50me examp1e5 0f the 0perat10n 0fthe deve10ped VAC5. 1n a11 the te5t5 we c0n51dered 1n1t1a11y a11the var1a61e5 1n5tant1ated 0 the1r de51red va1ue, and the 5y5tem 151n 1t5 0pt1ma1 5tate. 1n th15 examp1e, the d0me rece1ve5 the1nf0rmat10n fr0m the 5C 6 0f the V AC5 1nd1cat1n9 he f0110w1n9va1ue5: 7he pre5ent temperature 15 h0t, the a1r am0unt 15 en0u9h,the a1r 5peed 15 1n5uff1c1ent,and the hum1d1ty 15 en0u9h.7h15 1nf0rmat10n 15 read and 5ent t0 the 81ack60ard 1n the f0rmat0f the 57P/1P pr0t0c01. 7he 0wn d0me5 m0n1t0r1n9 5y5temrep0rt5 the f0110w1n9 1nf0rmat10n: Chan9e and 5peed 0 ftemperature are a5cend1n9 and fa5t re5pect1ve1y, the pre55ure 0fthe c0mpre550r 15 a60ve the n0rma1 rank, the evap0rat0r 15 h0t,the ca116rat0r mark5 a c01d temperamre, and the c0115 are we11.

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Ver1fy and 91vema1ntenance t0 the

Detect the dama9edpart and 91ve thec0rre5p0nd1n9ma1ntenance.1f the temperature5 0fthe evap0rat0r are thec0rrect 0ne5, thencheck the c001ant andthe m0t0r.1n any 0ther ca5e,Check the c0nden51n9un1t.Ver1fy 5p1115 1n the

700 much C0nden51n9 c1rcu1t5 0f theUn1t dama9ed vent11at10n0x, 91v1n9ener9y C0mpre550r ma1ntenance t0 thec0n5umpt10n dama9ed C0nden51n9 Un1t and............................................................................................................................ the CmPre5.5 r - .........

;; 7emperature very h19h 0r 10wdefru1e temp-very-c0mpand 0r a1r-temp c01d) a1r-temp very-h0 t))n0t pre55ure-c0mpre50r 1n-rank)) ;; cau5e1

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1P808LENA: 1enperatura extrem ~;~

F19ure 5.2. Actua1 0u tpu t 5creen fr0m the D0 me 1n 5pan15h)P R 0 8 L E M : Ve10c1ty and Am 0unt 0 f A1r 1n5uff1c1ent...AC710N: 1ncrea5e fan 5peed.P R 0 8 L E M : Extreme temperature and pre55ure 0f thec0mpre550r 0ut 0f rank...AC710N: 61ve ma1ntenance t0 the c0mpre550r.R E C 0 M M E N D E D PR 0C ED UR E: 1. 0p en the c0mpre550r5term1na1 2. 719hten w 1re5 and chec k f0r p055161e fa11ure5 3. 7u neup c0nnect10n5 4. E11m1nate hum1d1ty 0f the c0mpre550r w1th5pray 5. 61ve 5erv1ce t0 the c0ntr01 c0n501e 6. 7ak e read1n95fr0m pre55ure and tune up 5u1ta61y.P R 0 8 L E M : Extreme temperature...AC710N: Rev1ew and adju5t re1ay5.

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M1ya91, E.P . 1997. A m61ente pa ra e1 de5arr0110 yprue 6a de t6cn1ca5 de 1nte9rac16n de 515tema5 ened1f1c105 1nte119 ente5. 1 W0R K5H 0P 51ntEd 506reEd1f1c105 1nte119ente5 51N7ED, 5anta Fe de 8090tA,C010m61a, A6r11) 11- 22. Y 7 9 - 85.511va, J.R.. 1nte9rac16n de 515tema5 pred1a1e5 p0 r5uperv150r105 6a5ad05 en Rede5 de petr1 extend1da5. 1W 0R K 5H 0P 51ntEd 506r e Ed1f1c105 1nte119ente551N7ED, 5anta F e de 8 090ta , C010m61a, A6r11, 1997)50are , C . . Ut1112ac16n de rede5 7CP-1P c0m0 50p0rtepa ra 1a 1nte9rac16n de 515tema5 en ed1f1c105.1W 0R K 5H 0P 51ntEd 506r e Ed1f1c105 1nte119ente551N 7ED , 5an ta F e de 8090t21, C010m61a, A6r11, 1997).255 - 261.Ph111p5, M.5 .A.C .V. 1997. Fact0re 5 d e d15ef10 de un515tema de 11um1nac16n en un ed1f1c10 de 0f1c1na5.C0nferen c1a Ed1f1c105 1nte119ente5 1ME1 E197 W0r1d7rade Center, M6x1c0, May0).

8 1 6 R A P H YCar105 A16ert0 Reye 5 6ar da ha5 a PhD. 1n C0mputer 5c1ence51n Art1f1c1a1 1nte1119ence fr0m the F10r 1da 5tat e Un1ver51ty9raduate d 1n Apr11 1994. He a150 ha5 the M 5c 1n C0m puter5c1ence5 and the M5c 1n En91neer1n9 Mana9ement fr0m theF10r1da 1n5t1tute 0f 7echn0109Y 9r adua ted 1n June 1984 an dAu9u5t 1984 re5pect1ve1y. At pre5ent he 15 a re5earcher at the1n5t1tut0 Nac10na1 de A5tr0f151ca 0p t1c a y E1ectr0n1ca-1NA 0E 1nPue61a, Mex1c0. H15 re5earch 1ntere5t area5 are; 1nte1119ent5y5tem5, Fu22y 5et5 and L091c, Fu22y Neura1 Netw0rk5, 6enet 1cA190r1thm5, and Aut0mat1c 5pe ech a nd 5p eak er Rec09n1t10n.E1va C0r0n a-Xe1 huant 21. 15 a M5c 5tudent 1n C0m pute r 5c1enceat the 1n5t1tut0 Nac10na1 de A5tr0f151ca, 0pt1 ca y E1ectr6n1ca-1NA0E 1n Pue61a, M6x1c0. 5he ha5 a 85c 1n C0mputerEn91neer1n9 fr0m the Un1ver51dad Aut0n0ma de 71axca1a,M6x1c0. H er 1ntere5 t area5 are: D0m 0t1c5, Fu22y L091c,1nte1119ent 5y5tem5, R06 0t1 c5, 1nte1119ent A9 ent5 and Mach1neLearn1n9.

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