Cerradura Inteligente

INSTITUTO PROFESIONAL SANTO TOMAS

SEDE: SANTO TOMAS TALCA

CERRADURA INTELIGENTE

ALUMNO(A): NELSON ALUMNO(A): NELSON ALEJANDRO RAMOS RIVERA. PROFESOR(A) GUIA: LUIS GUIA: LUIS GALAZ. TALCA, SEPTIEMBRE DE 2014.

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HOJA DE CALIFICACIÓN NOMBRE ALUMNO(A): ALUMNO(A): _________________________________________________ _ CARRERA: ____________________________________________________________ NOMBRE PROFESOR: __________________________________________________ NOMBRE PROYECTO _________________________________________

DE

TITULO:

FECHA EXAMEN: EXAMEN: __________________________________________ ____________

NOTA EXPOSICION DEL TRABAJO PRESENTADO 1 PR PRES ESEN ENTA TACI CION ON PERSO PERSONA NAL L (FORM (FORMAL) AL).. USO ADECUADO MATERIAL AUDIOVISUAL DE APOYO. DESARROLLO DEL TEMA CON SUFICIENTE EXTENSION Y PROFUNDIDAD. DICCION CLARA FLUIDEZ Y CORRECCION LINGÜSTICA. CAP APA ACI CIDA DAD D DE SI SIN NTE TESI SIS S DE ACU CUER ERD DO A TI TIEM EMPO PO ASIGNADO. DEMUESTRA PREPARACION DE SU EXAMEN PROMEDIO SIMPLE (Con 1 !"#$%& %'o#$%o)

NOTA

NOTA DEFENSA DEL PRO*ECTO DE TITULO 1 RES RESPON PONDE DE EN FORM FORMA A LOGIC LOGICA! A! COHER COHERENT ENTE E Y ADEC ADECUAD UADA. A. DEMUESTRA DOMINIO DE LA PROBLEM"TICA INVESTIGADA. DEMUESTRA SEGURIDAD AL RESPONDER. UTILIZA CON PROPIEDAD EL LENGUAJE TECNICO. HAC ACE E REF EFER EREN ENCI CIA A A BI BIBL BLIIOG OGR RAF AFIA IA ADE DECU CUAD ADA A Y ACTUALIZADA. DEMU DE MUES ESTR TRA A SU VI VISI SION ON Y CR CRIT ITER ERIO IO PR PROF OFES ESIO IONA NAL L AL RESPONDER. RELACI REL ACIONA ONA EL PRO PROYEC YECTO TO PRE PRESEN SENTA TADO DO CON SU ROL PROFESIONAL. DEMUESTRA Y JUSTIFICA LA IMPORTANCIA Y EL VALOR DEL PROYECTO. DEMUESTRA LA APLICACI#N PR"CTICA DEL PROYECTO. PROMEDIO SIMPLE (Con 1 !"#$%& %'o#$%o )

NOTA

NOTA FINAL PONDERADA(Po$!#o %'o#$%o)

FIRMA PROFESO EXAMINADOR: _________________________________________

_____________________________________ DIRECCION DE PR"CTICAS Y TITULACION

















DEDICATORIA E%&' & E%&' &* *+ +, , %' -, ' '/ /0, 0,  / /%% 2 2 '% '%!! 34 34/' /'5' 5'%% ' 65 2 2,7 ,7 , , , , -- 7 2%/0,-89/0'5&' '5 &,, ,'5&, 2 2,' --'9 - &/5, ' /% '%&4/,%! T* */5 /5 %, %,5 5 2 2& &' ' ' '% '%&, &,!! - -%% 2' 2'% %,5 ,5% % - -%% 04 04-'% '% /5 /5;, ;,-4 -40 0' ' '5 / '& '&2 2  ' 2'5/<+' '5&, ' - /5%&/&40/85! /50-47'5, 0,2=',%! 2,>'%,'% 7 /9,%.

















AGRADECIMIENTOS AGRADECIM IENTOS D45&' '%& -9 '&2 6' 2%, 2, 406,% ,*%&@04-,%! '%&,% ' 74,5  &, 45 ;/%/85 />''5&' ' - '-/!  ;'0'% &, 406, &/'2,  0,5 - %,-40/85  0/'&,% 2,*-'%! '% 6 ,5' -,% 2'%! /9,% 7 2,>'%,'% &,5 45 ,- >45'5&- '5 - ;/. G0/%  &,,% '--,%.

“Piensa mal y acertarás”

















INDICE GENERAL

CERRADURA INTELIGENTE..........................................................................................I INTELIGENTE ..........................................................................................I HOJA DE CALIFICACI#N..............................................................................................II CALIFICACI#N ..............................................................................................II DEDICATORIA..............................................................................................................III DEDICATORIA ..............................................................................................................III AGRADECIMIENTOS...................................................................................................IV AGRADECIMIENTOS ...................................................................................................IV INDICE GENERAL.........................................................................................................V GENERAL.........................................................................................................V INDICE DE TABLAS.....................................................................................................VII TABLAS .....................................................................................................VII INDICE DE FIGURAS.................................................................................................VIII FIGURAS .................................................................................................VIII ABREVIATURAS ABREVIAT URAS Y SIMBOLOGIA SIMBOLOGIA................................................................................IX ................................................................................IX GLOSARIO....................................................................................................................X GLOSARIO ....................................................................................................................X RESUMEN....................................................................................................................XI RESUMEN ....................................................................................................................XI I. FUN UNDA DAM MEN ENTO TOS S DEL DEL PR PROY OYEC ECTO TO........................................................................1 ........................................................................1 I.1 I5&,400/85...............................................................................................................? I5&,400/85...............................................................................................................? I.$ O*+'&/;,%.................................................................................................................... O*+'&/;,%.................................................................................................................... I.$.1. O*+'&/;,% 9'5'-'%............................................................................................... 9'5'-'%. .............................................................................................. I.$.$. O*+'&/;,% '%2'0>/0,%............................................................................................. '%2'0>/0,%. ............................................................................................ II.. DE II DESA SARR RROL OLLO LO DEL DEL PR PROY OYEC ECTO TO........................................................................... ........................................................................... II.1. D'%0/20/85 ' - I5%&/&40/85 I5%&/&40/85................................................................................... ................................................................................... II.$. P-5/>/00/85 7 M'&,,-,9% '- P,7'0&,............................................................... P,7'0&, ............................................................... II.$.1. P-5/>/00/85.......................................................................................................... P-5/>/00/85. ......................................................................................................... II.$.$ M'&,,-,9.......................................................................................................... M'&,,-,9.......................................................................................................... III PR PRO ODUCTO FI FINAL ...............................................................................................1 III. II I.1 1 PR PRES ESEN ENT TACI CION ON DEL DEL PROB PROBLE LEMA MA...................................................................11 ...................................................................11 III.$ S,-40/85 '- P,*-' P,*-'.......................................................................................1$ .......................................................................................1$ III.$.1 A5@-/%/%..............................................................................................................1$ A5@-/%/%..............................................................................................................1$ III.$.1.1 F45'5&,% 7 A5&'0''5&'% A5&'0''5&'% H/%&8/0,% ' - B/,'& B/,'&...............................1$ ...............................1$ III.$.1.$ A2-/00/,5'% A2-/00/,5'% ' - B/,'&............................................................................1 B/,'& ............................................................................1 III.$.1.? R'0,5,0//'5&, ' P&,5'%...........................................................................1 P&,5'% ...........................................................................1 III.$.1. C0&'%&/0% ' 45 S/%&' B/,&/0, .......................................................1 III.$.1. D0&/-,%0,2/...................................................................................................1 D0&/-,%0,2/ ...................................................................................................1 III.$.1. S'5%,'% 64'-- 0&/- ...................................................................................1 ...................................................................................1 III.$.1..1 T/2,% T/2,% ' S'5%,'% 0&/-'% 0&/-'%........................................................................1 ........................................................................1 III.?. M84-, B/,&/0, GT11C?...............................................................................$ GT11C? ...............................................................................$ III.?.1 C0&'%&/0% T05/0% '- 84-, ..................................................................$1 III.?.$ C,45/00/85 S'/-...........................................................................................$1 S'/- ...........................................................................................$1 III.?.? P,&,0,-, '- 84-, */,&/0,.........................................................................$$ */,&/0, .........................................................................$$ III.?. C,5,% '- 84-,........................................................................................$? 84-, ........................................................................................$? III.?. R'%24'%& ' ','% '- 84-, .......................................................................$ III.. C,24&,'% ' 2-0 5/0..............................................................................$ 5/0 ..............................................................................$ III..1 R%2*'7 P/.......................................................................................................$ P/ .......................................................................................................$ III..1.$ C0&'%&/0% &05/0%...................................................................................$ &05/0% ...................................................................................$ III..1.? GPIO................................................................................................................$ GPIO ................................................................................................................$

















III..$ A4/5,...............................................................................................................?1 A4/5,...............................................................................................................?1 III..? D/>''50/% '5&' R%2*'7 P/ 7 A4/5,...........................................................?1 A4/5,...........................................................?1 III.. PREPARACION DEL PROYECTO.......................................................................?$ PROYECTO .......................................................................?$ III..1 D/9 '- C*-',......................................................................................?$ C*-', ......................................................................................?$ III..$ P7&6,5................................................................................................................? P7&6,5 ................................................................................................................? III. SOFTKARE DEL SISTEMA..................................................................................? SISTEMA ..................................................................................? III..1 C%, ' 4%,........................................................................................................? 4%, ........................................................................................................? III..$.1 M84-, ' '5,-/'5&,..................................................................................? '5,-/'5&, ..................................................................................? III..$.$ M84-, ' /'5&/>/00/85..................................................................................? /'5&/>/00/85 ..................................................................................? III..$.? M84-, ' '2,&'%..........................................................................................? '2,&'% ..........................................................................................? CONCLUSIONES.........................................................................................................? CONCLUSIONES .........................................................................................................? ASPECTOS COMPLEMENTAR COMPLEMENTARIOS IOS.............................................................................? .............................................................................? BIBLIOGRAFA............................................................................................................. BIBLIOGRAFA ............................................................................................................. ANEXOS........................... ANEXOS ...................................................... ...................................................... ...................................................... ...................................... ...........1 1 ANEXOS A: A: DATASHEET DATASHEET GT1 GT11C? 1C? ANEXOS B: DAT DATASHEET TRANSISTOR MPS$ MPS$ ANEXOS C: DAT DATASHEET S'5%, S'5%, ' M,;//'5&, ANEXOS D: C,, ;'% E- '/5, ' - B/,'& ANEXOS E: NATUREO5 NATUREO5 &6' %/5>4,Q%. %/5>4,Q%. O> &6' 65 ANEXOS F: PA PATENTE ?11 ?11 ANEXOS G: D,04'5&0/85 ' I2-''5&0/85 I2-''5&0/85



















INDICE DE TABLAS TABLA. 1 DESCRIPCION DE LAS ETAPAS ETAPAS DE DESARROLLO TABLA. TABLA. $ CARACTERISTICAS TECNICAS TECNICAS DEL M#DULO BIOMETRICO BIOMETRICO TABLA. ? ESTRUCTURA PAUETE DE COMANDO TABLA .  ESTRUCTURA PAUETE RESPUESTA. TABLA.  ESTRUCTURA PAUETE PAUETE DE DATOS. DATOS. TABLA. TABLA.  CARACTERSTICAS TECNICAS RASPBERRY RASPBERRY PI TABLA.  COMPARATIVA COMPARATIVA ENTRE RASPBERRY RASP BERRY PI Y ARDUINO



















INDICE DE FIGURAS FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG. FIG.

1 C ARTA G ANTT...................................................................................................... $ DESCRIPCI#N GRAFICA DEL PROCESO DE DESARROLLO........................................... ATURE URE 1. ? PORTADA DE LA REVISTA N AT 1................................................................1? ...............................................................1?  PORTADA DEL LIBRO FINGER PRINTS POR FRANCIS G ALTO ALTON N................................1?  ESUEMA GENERAL DE UN SISTEMA DE RECONOCIMIENTO DE P ATRO ATRONES NES..............1  C ARACTERSTICAS DE LAS CRESTAS DACTILARES............. ............................. ............................... ......................1 .......1  VISTA FRONTAL DEL M#DULO BIOMTRICO G GT T11C? 11C?............. ........................... ............................ .................$ ...$  R ASPBERRY PI............ ........................... ........................... .......................... ............................ ........................... ............................ .....................$ ......$  CONEXIONES DE LA R ASPBERRY PI........... ........................ ......................... ........................ ......................... .......................$ ..........$ 1 GPIO EN LA R ASPBERRY PI.................. ....................................... .......................................... ........................................$ ...................$ 11 AGRUPACI#N DE LOS PINES GPIO EN LA R ASPBERRY PI.....................................$ 1$ LOGO R ASPBIAN........... ....................... ....................... ....................... ........................ ........................ ....................... ....................... ................$ ....$ 1? LOGO PIDORA............. ............................ ............................... ............................... .............................. .............................. ..........................$ ...........$ 1 LOGO ARCH LINUX ARM ........... ...................... ...................... ....................... ...................... ....................... ....................... .................? .......? 1 LOGO RISC OS OS.............. ............................ ............................ ............................. ............................... ............................. ........................? ...........? 1 LOGO R ASPBMC............ ......................... .......................... ............................ ........................... .......................... ............................ ..................?1 ....?1 1 LOGO OPENELEC................................................................................................?1 1 C ABLEADO Y CONEXI#N DEL PROYECTO........... ....................... ......................... .......................... ..........................?? .............?? 1 ESTRUCTURA UTILIZADA PARA EL CIRCUITO DEL DRIVER.......................................?? $ ESTRUCTURA DEL SOFTKARE............. .......................... ............................. ............................ ............................ .......................? .......? $1 DIAGRAMA DE CASO DE USO DEL SISTEMA..........................................................? $$ GRAFICO DEL PROCESO DE ENROLAMIENTO............ ......................... .......................... ......................... ..................? ......? $? GRAFICO PROCESO DE IDENTIFICACION..............................................................? $ REPORTE DEL SISTEMA................ ................................. ................................... .................................. .................................. ...................? .? $ PROCESO DE REPORTES................ ............................... ................................. .................................. ............................... ...................? ....?



















ABREVIATURAS ABREVIA TURAS Y SIMBOLOGIA SIMBOLOGIA ARM

A34/&'0&4 R/%0

CPU

U5/ 0'5&- ' 2,0'%,%

DC

C,/'5&' 0,5&/54

A

M/-/ 2'/,%

RP

R%2*'7 P/

SD

S'04' /9/&-

UART

U5/;'%A%7506,5,4% T%5/&&'

USB

U5/;'%- %'/- B4%

R'0'/;'



















GLOSARIO +!&o"#% +!&o "#% ! %n-$#-#n (baud rate) I5/0 '- 5', ' */&% 2, %'945, 34' %' &5%>/''5! 7 %' /' '5 *4/,% ( bauds). P, '+ P, '+' '22-,! ,! ? ?  * *4 4/, /,%% ' '2 2'% '%'5 '5& &5 5 ? ?  */ */&% &% 2, 2, %' %'94 945 5,. ,. C4 C45 5, , %' 6 60' 0' '>''50/  -,% 0/0-,% ' '-,+ %' '%&@ 6*-5, ' - ;'-,0/ ' &5%/%/85. P, '+'2-,! %/ '- 2,&,0,-, 60' 45 --   0/0-,% ' '-,+! '5&,50'% '- '-,+ '%&@ 0,/'5,   H/0 34' '- 24'&, %'/- '%&@ 4'%&'5, -% -5'% ' &5%/%/85   H<. L% ;'-,0/'% ' &5%/%/85 @% 0,45'% 2 -% -5'% &'-'>85/0% %,5 ' 1! $! 7 ??. E% 2,%/*-' &'5' ;'-,0/'% @% -&%! 2', %' '40/ - /%&50/ @/ 2,%/*-' '5&' -,% /%2,%/&/;,%.

B#- ! %oS' '>/''  - 05&/ ' */&% '5 - &5%/%/85. C45, - 0,24&, '5; 45 234'&' ' /5>,0/85! '- &=, ' '%' 234'&' 5, 5'0'%/'5&' %'@ '  */&%. L% 05&/'% 05&/'% @% 0,45'% ' */&% 2, 234'&' %,5 !  7  */&%. E- 5' 5', , ' */&% 34' %' '5; '2'5' '5 '- &/2, ' /5>,0/85 34' %' &5%>/''. P, '+'2-,! ' - ASCII '%&@5 &/'5' 45 59, '   1$! '% '0/! 4&/-/<  */&% 2 ASCII '&'5/, '% '   $! -, 34' 4&/-/<  */&%. S/ '- &/2, ' &,% 34' %' '%&@ &5%>//'5, '% &'&, %/2-' (ASCII (AS CII '%&@5 '%&@5)! )! '5& '5&,50 ,50'% '% '% %4> %4>/0/ /0/'5& '5&' ' 0,5 4&/ 4&/-/< -/<   */& */&%% 2, 23 234'& 4'&' ' 2 2  - 0,45/00/85. U5 234'&' %' '>/''  45 &5%>''50/ ' *7&'! /50-47'5, -,% */&% ' /5/0/,W2! */&% ' &,%! 7 2/. D'*/,  34' '- 5', 0&4- ' */&% '2'5' '5 '- 2,&,0,-, 34' %' %'-'00/,5'! '- &/5, 234'&' %' 4% 2 '>'/%'  &,,% -,% 0%,%.

B#- ! '%%% U%, 2 /5/0 '- >/5 ' - 0,45/00/85 ' 45 %,-, 234'&'. L,% ;-,'% &2/0,% %,5 1! 1. , $ */&%. D'*/,  - 5' 0,, %' &5%>/'' - /5>,0/85  &;% ' -% -5'% ' 0,45/00/85 7 34' 0 /%2,%/&/;, &/'5' %4 2,2/, '-,+! '% 2,%/*-' 34' -,% ,% /%2,%/&/;,% 5, '%&5 %/50,5/<,%. P, -, &5&,! -,% */&% ' 2 5, %8-, /5/05 '- >/5 ' - &5%/%/85 %/5, '@% 5 45 9'5 ' &,-'50/ 2 '% />''50/ ' -,% '-,+'%. M/'5&% @% */&% ' 2 %' 4%'5! 7, %'@ - &,-'50/  - %/50,5 ' -,% '-,+'%! %/5 '*9, - &5%/%/85 %'@ @% -'5&.

P%#% E% 45 >, %'50/-- ' ;'/>/0 %/ 67 ','% '5 - &5%/%/85 %'/-. E/%&'5 04&, &/2,% ' 2/: 2! /2! 0 7 '%20/,. L ,20/85 ' 5, 4% 2/ -945 &*/5 '%&@ /%2,5/*-'. P 2/ 2 ' /2! '- 24'&, %'/- >/+@ '- */& ' 2/ ('- -&/, */& '%24% ' -,% */&% ' &,%)  45 ;-, 2 %'94%' 34' - &5%/%/85 &'59 45 5', 2 , /2 ' */&% '5 '%&, -&, -89/0,. P, '+'2-,! %/ - /5>,0/85  &5%/&/ '% 11 7 - 2/ '% 2! '- */& ' 2/ %'  2 5&'5' '- 5', ' */&% '5 '%&, -&, -89/0, 0,, 2. S/ - 2/ %'-'00/,5 >4' /2! '5&,50'% '- */& ' 2/ %' 1! 2 &'5' ? */&% '5 '%&, -&, -89/0,. L 2/ 0 7 '%20/, '5 '-/ 5, ;'/>/05 '- '%&, ' -,% */&% ' &,%



















RESUMEN E- /%'= ' /2-''5& 45 0'4 '-0&/0 0,5&,- 2, 45 %'5%, */,&/0,! 0,5-0, 5--'; ';  45 9 95 5 5 5' ', , ' & &' '% % - -%% 04 04-'% '% %' * *%5 %5 '5 - /5 /5;' ;'%& %&/9 /90/ 0/85 85 7 0,*/50/85 ' 54';% &'05,-,9%. L >/5-/ ' '%&' %/%&' '%  2%, '%&4/, ' /2-''5&0/85 ' 45 0'4 /5&'-/9'5&'! /5&'95, 4%, ' - &', 34// 45&' '- &5%04%, ' - 0' ' /50,2,5, - 54'; 2-&>, R%2*'7 P/ 7 45 84-, B/,&/0,. E- 2,7'0&, %' *,  &;% ' - '&,,-,9 ' '%,--, 2, 2,&,&/2, 0,5 '>/5 ' 0-/* -% 5'0'%/'% ' - /5%&/&40/85 7 0,'00/85 ' - ,04'5&0/85. P 0' '- %/%&' %' 4&/-/< •

P-&>, R%2*'7 P/! 2'09,% 0,5 '- %/%&' ,2'&/;,! %';/0/,% ' *%'% ' &,%! %';/0/, ' 00'%, ',&, 7 %,>&Q' 2 - /5&'00/85 0,5 '84-, */,&/0,. M84-, */,&/0, GT11C?. S'5%, ' ,;//'5&,% C'4 '-0&/0. C,2,5'5&'% '-'0&85/0,% 2%/;,%.





















I

FUNDAMENTOS DEL ROYECTO









































I!" I#tr$du%%&'# L &'05,-,9 */,&/0 '% 2,0, '2-,& 5 '5 - /5>,@&/0! 2, %4% '-';,% 0,%&,% 7 2,0 020/&0/85 &'8/0. E%& &'05,-,9 2'/&' 45 2-/ 9 ' 4%,% 7 2-/00/,5'%! -, @% --&/;, '% - 0,5>/5< 7 0,,/ 34' '2'%'5& 2 '4%4/, '- 4%, ' -,% 2&,5'% >%/0,% 2 %4 '0,5,0//'5&,! -, 34' %' &40' '5 >@0/%'94, 7 0,5>/*-' &,, ' 4&'5&/00/85. C,*/55, - '-'0&85/0! -,% 2/50/2/,% ' */,'& 7 %/%&'% ' /5>,0/85! 2,',%  2%, - /%'=, '- %/%&' ' 0'4 /5&'-/9'5&'. E- ,*+'&/;, -05<*-' ' '%&' 2,7'0&, '% 0' 45 %/%&' ' 0,5&,- 0,5 - R%2*'7 P/ +45&, 7 45 84-, */,&/0,.





















I! Obet&*$+ I!!"! Obet&*$+ ,e#era-e+! E- ,*+'&/;, >45'5&- ' '%&' &*+, '% '- '%&4/, 7 2-/00/85 ' &'05,-,9% */,&/0% 2-/0% '5 45 0%, 2@0&/0, 4%5, 54';% 2-&>,% 0,, -, '% R%2*'7 P/! 7 34' 5,% ,>'0' 45 >0/-/ ' 0' 2,7'0&,% '-'0&85/0,%  47 *+, 0,%&,.

I!!! Obet&*$+ e+.e%/0&%$+! E%&4/, E%&4/ , 7 22-/0 /0*/-/ */-/  ' 54' 54';% ;% &'0 &'05,5,-,9 ,9% % 2 0' 0'  45 0' 0' 4 4 '- '-0& 0&/0 /0 /5&'-/9'5&'.

































































II!"! De+%r&.%&'# de -a I#+t&tu%&'# L 0,2,0/85 S5&, T,% %' '5>,0 '5 - >,0/85 7 '%,--, /5&'9- ' %4% -45,%! %'945, - '5&'9 ' 45 '400/85 ' 0-/ 34' -'% 2'/& -05< 45 0 0'0 '0/ //' /'5& 5&, , 2' 2'% %,5 ,5- 7 2 2,> ,>'% '%/, /,55-!! '5 *' *'5' 5'>/>/0/ 0/, , ' '-'--,% ,% 7 %4 %4%% > >/ /-/-/% %.. L I5%&/&40/8 I5%&/ &40/85 5 6 ',%& ',%&, , %4 0,2,/%, 0,2,/%, 0,5 - %,0/ %,0/' ' '5 %4% @% ' ? =,% ' 6/%&,/! ,5' 6 &/&4-,  @% ' 1 /- &05/0,%! 2,>'%/,5-'% 7 45/;'%/&/,%. E- 0'0//'5&, ' S5&, T,@% '5 -,% -&/,% =,% %' '>-'+ '5 - '-/<0/85 ' 2,7'0&,% 50/,5-'% 7 '9/,5-'%! -/5<% 0,5 /5%&/&40/,5'% '400/,5-'% ' ,&,% 2%'%% 7 &*/5 '5 - /2,&5&' /5;'%/85 2%' /5;'%/85 '5 /5>' /5>'%&40 %&40&4 &4 7 '34/2 '34/2/'5&, /'5&, 34' %' 6 --';,  0*, '%' '- =, $1. A%//%,! - 0,5%&5&' 2',0420/85 2, - 0-/-/ 0   ' - , ,0' 0'50 50/ / 6 %/ %/95 95/>/>/0 /0 , , 34 34'! '! 0 0&4 &4-' '5& 5&'! '! 04 04'5 '5&' &' 0, 0,5 5 %4 %4%% & &'% '% /5%&/&40/,5'% ' '400/85 %42'/, 0'/&% 7 45 5', /2,&5&' ' 0'% 0,5 '% /% 0'&/>/00/85. S5&, T,@% %' 0,5%,-/ 0,, '- %/%&' ' E400/85 S42'/, 2/;,! 4&85,, 7 0'/&, @% 95' '- 2%! 34' 04'5&! '@%! 0,5 45 /2,&5&' ' ' 0,-'9/,% >45 '5 -,% /%,% 2/50/2/,% /5%&/&40/,5-'%.























II!! -a#&0&%a%&'# 1 Met$d$-$,/a+ de- r$1e%t$ P - 2-5/>/00/85 '- 2,7'0&, %' '>/5/',5 ? '&2% 9'5'-'% 0 '&2 %' '%,--,5 *+, 45 %'/' ' 0&/;/'%. P/''5&' %' '-/<8 45 ';-40/85 '- 2,7 2,7'0& '0&, , '%& '%&4/ 4/5, 5, '- >45 >450/, 0/,5 5/'5 /'5&, &, ' -,% 0, 0,2,5' 2,5'5&' 5&'%% 4% 4%,% ,%!! -4' -4'9, 9, - '+'040/85 '- 2-5 '- 04- %' '%,--,5 -,% 84-,% '5 *%'  - /5>,0/85 ,*&'5/ '5 - '&2 5&'/, 7 2, 4-&/, 45 ';-40/85! '5 -% 04-'% '- 2,40&, >4' %,'&/,  24'*% 2 /2-''5&-, 7 ,04'5&-,.

II!!"! -a#&0&%a%&'#! 1 A5 A5@@-/% /%/% /% ' '-- 2 2,7 ,7'0 '0&, &, D'>/5/ O*+'&/;,% 7 -050'%. E%&4/,% ' 54';% &'05,-,9% 2 - %,-40/85. C,%&,% '- 2,7'0&,. A5@-/%/% ' '34'//'5&,%. E+'040/85























9/1/21!

Analisis del proyecto

1/21/21!

3 Dias

"# Dias

Ejecucion

2$ Dias

Evaluacion

FIG. 1 Carta Carta Gantt Gantt

II!! Met$d$-$,/a! L '&,,-,9 4&/-/< 2 '%&' 2,7'0&, '% '- '%,--, ,/'5&,  2,&,&/2,. E%& '&,,-,9 >4' 2-/0 7 34' '*' %' '5&'9, '5 45 0,&, 2-<,! 4&/-/<5, '5/, 5 /, ' '0 '04% 4%,%. ,%. A 0,5&/54 0,5&/540/ 0/85 85 %' ;' 4' 4'%& %&  '- 2, 2,0'% 0'%, , '- '%,'%,--, -, '2,7'0&,.























E- 0/0-, ' 2,&,&/2, %' '-/<8 /&'0/,5'% 0,5 '- ,*+'&/;, ' '>/5 0 ;'< @% '%/%&'.

























III!" III !" RE RESEN SENT TACIO CION N DEL R ROBL OBLEM EMA A L %'94/ '% 45 0,50'2&, %4'5&' ;-,, '5&, -,% >-4+,% ' &*+, '5 -% '2'%%! '2'% %! '%&% 9%&5 406,% '04%,% 2  45 %,-40 %,-40/85 /85 ';,-4 ';,-40/,5 0/,5! ! '%' '- 0,50'2&, ' - '>/0/'50/ 7 - '>/00/. U5, ' -,% 2,*-'% 34' 0,5'5&' %' ;'5 '5 -% 2,-&/0% ' %'94/ ' -% 0,2,0/,5'% '% '- &,, 2 2,' 042-/ '- 2,0'%, ' 4&'5&/00/85! '%&,% &,,% 2, -, 9'5'- %' *%5 '5: •

-9, 0,5,0/, (0-;'%! 0,*/50/,5'%! 08/9,). -9, 2,%', (&+'& ' /'5&/! --;'%). '0,5,0//'5&, *%, '5 45 00&'%&/0 >%/0 '- 4%4/, (*/,'&).

























III! S$-u%&'# de- r$b-e2a P  %,2,&'  - %,-40/85 %' '2-' 45 >%' ' '%&4/,! *05, 54';% &'05,-,9% 7 % -,9 ,*&'5' -% 020/'% 2 '%,-- '- 2,7'0&,.

III!!" A#3-&+&+ III! II I!! !""!" B&$2etr/a

Fu#d Fu #da2 a2e# e#t$ t$++ 1 A#t #te% e%ed ede# e#te te++ H& H&++t' t'r& r&%$ %$++ de -a

























FIG. ! Prtada de la re"ista re"ista #ature 1$$%.

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Cerradura Inteligente

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