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MODULE HANDBOOKRELIABILITY ANALYSIS
DEPARTMENT OF STATISTICSINSTITUT TEKNOLOGI SEPULUH NOPEMBER
ProsesProcess
Penanggung Jawab
Person in Charge TanggalDate
Nama
Name
Jabatan
Position
Tanda
tangan
Signature
Perumus
Preparation
Dr. MuhammadMashuri, M.T.
Dosen
Lecturer
March
28, 2019
Pemeriksa danPengendalianReview andControl
Dr. MuhammadMashuri, M.T.Dr. HidayatulKhusna, S.Si
Tim kurikulumCurriculumteam
April 15,
2019
Persetujuan
Approval
Dr. Wibawati,S.Si., M.Si
Koordinator RMKCourse ClusterCoordinator
July 17,
2019
Penetapan
Determination
Dr. KartikaFithriasari,M.Si
KepalaDepartemenHead ofDepartment
July 30,
2019
Module name Reliability Analysis
Module level Undergraduate
Code KS184634
Course (if
applicable)
Reliability Analysis
Semester Sixth Semester (Genap)
Personresponsible forthe module
Dr. Muhammad Mashuri, M.T.
Lecturer Dr. Muhammad Mashuri, M.T.Dr. Hidayatul Khusna, S.Si
Language Bahasa Indonesia
Relation to
curriculum
Undergraduate degree program, elective, 6th semester.
Type of teaching,contact hours
Lectures, <50 students
Workload 1. Lectures : 3 x 50 = 150 minutes per week.2. Exercises and Assignments : 3 x 60 = 180 minutes (3hours) per
week.3. Private learning : 3 x 60 = 180 minutes (3 hours) per week.
Credit points 3 credit points (sks)
Requirementsaccording to the
examination
regulations
A student must have attended at least 80% of the lectures tosit in the exams.
Mandatoryprerequisites
• Mathematical Statistics I
Learningoutcomes andtheircorresponding toPLOs
CLO.1 Describes the concept of reliability todetermine the reliability of a component or systemCLO2. Able to explain reliability, maintainability andavailability analysis procedures to determine thereliability of components or systems.
PLO.1
CLO.3 Able to apply reliability models in the Industryto analyze dataCLO.4 Able to identify, formulate, and solve statisticalproblems in the field of reliability analysisCLO.5. Able to use modern computing techniques andcomputer equipment needed to solve reliabilityoptimization problemsCPMK.6 Have knowledge of current and upcomingissues related to the field of reliability analysis
PLO.3
CLO.7 Able to communicate effectively and worktogether in interdisciplinary and multidisciplinaryteamsCLO.8 Have professional responsibilities and ethicsCLO.9 Able to motivate yourself to think creativelyand learn throughout life
PLO.4
Content Reliability is one of the courses in the industrial sector whichhas a field of study to determine the reliability of a tool. Thepurpose of studying reliability is to know the application of theStatistical method to determine the reliability andmaintenance time of a tool and system, and to be able toperform reliability data analysis. The learning strategy used isdiscussion and practice as well as presentation assignmentsthat come from scientific publications through journals,proceedings and others.
Study and
examination
requirements and
forms of
examination
● In-class exercises
● Mid-term examination
● Final examination
Media employed LCD, whiteboard, websites (myITS Classroom), zoom.
Reading list 1. Dhillon, B. S., 2006. Maintainability, maintenance, andreliability for engineers. CRC Press Taylor dan Francis Group.
2. Ebeling, C., 2010. An Introduction to Reliability andMaintainability Engineering. 2nd edition. Canada :Waveland Press, Inc.
RENCANA PEMBELAJARAN SEMESTER (RPS)SEMESTER LEARNING PLAN
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
Bahan KajianStudy Materials
Dasar Sains, Teori Statistika, Pengumpulan Data, Deskripsi dan Eksplorasi, Komputasi dan DataProcessing, Pemodelan, Industri dan Bisnis
Basic Science, Statistical Theory, Data Collection, Description and Exploration, Computing and DataProcessing, Modeling, Industry and Business
CPL yang dibebankan MK/PLO
CPL-1 Mampu menerapkan pengetahuan teori statistika, matematika, dan komputasiCPL-3 Mampu menganalisis data dengan metode statistika yang tepat dan mengintepretasikannyaCPL-4 Mampu mengindentifikasi,memformulasi, dan menyelesaikan masalah statistika di berbagaibidang terapan
PLO.1 Able to apply knowledge of statistical theory, mathematics, and computation
PLO.3 Able to analyze data with appropriate statistical methods and interpret them
PLO.4 Able to identify, formulate, and solve statistical problems in various applied fields
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
CP-MKCLO
CPMK.1 Menjelaskan konsep reliabilitas untuk menentukan kehandalan komponen atausistem
CPMK.2 Mampu menjelaskan prosedur analisis reliabilitas, maintainabilitas dan availabilitasuntuk menentukan kehandalan komponen atau sistem.
CPMK.3 Mampu mengaplikasikan model reliabilitas dalam Industri untuk menganalisis dataCPMK.4 Mampu mengindentifikasi,memformulasi, dan menyelesaikan masalah statistika di
bidang analisis reliabilitasCPMK.5 Mampu menggunakan teknik komputasi dan perangkat komputer modern yang
diperlukan untuk menyelesaikan masalah optimasi reliabilitasCPMK.6 Memiliki pengetahuan tentang isu terkini dan mendatang yang berkaitan dengan
bidang analisis reliabilitasCPMK.7 Mampu berkomunikasi secara efektif dan bekerjasama dalam tim yang interdisiplin
dan multidisiplinCPMK.8 Memiliki tanggung jawab dan etika profesiCPMK.9 Mampu memotivasi diri untuk berpikir kreatif dan belajar sepanjang hayat
CLO.1 Describes the concept of reliability to determine the reliability of a component orsystemCLO2.2 Able to explain reliability, maintainability and availability analysis procedures todetermine the reliability of components or systems.CLO.3 Able to apply reliability models in the Industry to analyze data
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
CLO.4 Able to identify, formulate, and solve statistical problems in the field of reliabilityanalysisCLO.5. Able to use modern computing techniques and computer equipment needed to solvereliability optimization problemsCPMK.6 Have knowledge of current and upcoming issues related to the field of reliabilityanalysisCLO.7 Able to communicate effectively and work together in interdisciplinary andmultidisciplinary teamsCLO.8 Have professional responsibilities and ethicsCLO.9 Able to motivate yourself to think creatively and learn throughout life
PertemuanMeeting
Kemampuan AkhirSub CP-MKFinal Ability
Keluasan (materipembelajaran)
Extent (learningmaterial)
MetodePembelajar
anLearningmethods
EstimasiWaktu
Duration
Bentuk EvaluasiEvaluation Type
Kriteria dan IndikatorPenilaian
Assessment Criteriaand Indicators
Bobot PenilaianScoring
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
1 1a. Memahamiapa yangakandipelajaridalamkeseluruhankuliah
1b. MemahamiKonsepdasaranalisisreliabilitas
1c. Memahamikonsepdistribusiwaktukegagalan
1a. Understandwhat will be
● Konsep reliabilitas(reliability,Maintainability,availability).
● Distribusi waktukegagalan (Failuredistribution):fungsi reliability,Mean Time toFailure (MTTF),hazard ratefunction, BathtubCurve, reliabilitybersyarat).
● CPMK.1 danCPMK.2
• The concept ofreliability(reliability,
CeramahinteraktifDiskusi(CID)
InteractivelectureDiscussion(CID)
150 menit
150 minutes
Tes ObservasiAktifitas di kelas
TaskClassroomActivityObservation
1.Dapat memahamikonsep-konsep dasaranalisis reliablitas.
2.Dapat memahamikonsep Distribusiwaktu kegagalan(Failure distribution):fungsi reliability,Mean Time to Failure(MTTF), hazard ratefunction, BathtubCurve, reliabilitybersyarat).
1. Can understand thebasic concepts ofreliability analysis.
2. Can understand theconcept of Failuredistribution: reliabilityfunction, Mean Time
10%/10%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
studied in theentire lecture1b. Understandthe basicconcepts ofreliabilityanalysis1c. Understandthe concept offailure timedistribution
Maintainability,availability).
• Failure distribution:reliability function,Mean Time toFailure (MTTF),hazard ratefunction, bathtubcurve, conditionalreliability).
• CLO.1 and CLO. 2
to Failure (MTTF),hazard rate function,bathtub curve,conditionalreliability).
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
2 2. Memahamikonsep Modellaju kegagalankonstan.
2.Understand theconcept ofconstant failurerate model.
Model laju kegagalankonstan (Fungsireliabilityeksponensial,model-modelkegagalan (failuremodes), distribusieksponensial duaparameter, prosespoisson, redudansidan CFR model).CPMK.1 dan CPMK.2
Constant failure ratemodels (exponentialreliability function,failure modes,two-parameterexponentialdistribution, Poisson
CeramahInteraktif,Diskusi,ActiveLearning(AL)
InteractivelectureDiscussion(CID) ActiveLearning(AL)
150 menit
150 minutes
TesTugas 1ObservasiAktifitas di kelas
TaskAssignment 1ClassroomActivityObservation
Memahami Model lajukegagalan konstan(Fungsi reliabilityeksponensial,model-model kegagalan(failure modes),distribusi eksponen sialdua parameter, prosespoisson, redudansi danCFR model).
Understand constantfailure rate models(exponential reliabilityfunction, failure modes,two-parameterexponentialdistribution, Poissonprocess, redundancyand CFR model).
10%/20%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
process, redundancyand CFR model).CLO.1 and CLO. 2
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
3,4 3. MemahamikonsepTime-dependent failuremodels.
3.Understand theconcept oftime-dependentfailure model
Time-dependentfailure models (Distribusi Weibull,Distribusi Normal,Distribusi LogNormal, DistribusiGamma).CPMK.1 dan CPMK.2
Time-dependentfailure models(Weibull distribution,Normal distribution,Log Normaldistribution, Gammadistribution).CLO.1 and CLO. 2
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
300 menit
300 minutes
Tes ObservasiAktifitas di kelas
TaskClassroomActivityObservation
Dapat menentukanparameter-parameterreliabilitas untukTime-dependent failuremodels (Weibull,lognormal , Gamma).
Can determinereliability parametersfor time-dependentfailure models (Weibull,lognormal, Gamma).
10%/30%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
5,6 4. Memahamikonsepreliabilitassuatu system.
4. Understand theconcept of systemreliability.
Reliability suatusitem (Sistem Seri,arallel, kombinasiseri-paralel).CPMK.1 dan CPMK.2
Reliability a system(Series system,parallel,series-parallelcombination).CLO.1 and CLO. 2
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
300 menit
300 minutes
Tes ObservasiAktifitas di kelas
TaskClassroomActivityObservation
Dapat menentukanukuran-ukuranreliabilitas suatu sistem.
Can determine thereliability measures of asystem.
10%/40%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
7 5. Memahamikonsep ModelMarkov untukreabilitassistem yangdependent.
5. Understand theconcept of theMarkov Model fordependent systemreliability.
State-dependentsystem.
State-dependentsystem.
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
150 menit
150 minutes
TOA
TOA
Dapat menentukanukuran-ukuranreliabilitas suatuState-dependentsystem dengan analisisMarkov.
Can determine thereliability measures of aState-dependent systemwith Markov analysis.
10%/50%
8 ETS
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
9
6. MemahamikonsepMaintainability.
6.Understand theconcept ofMaintainability.
● Analisis downtime,distribusi waktuperbaikan, prosesrenewal, prosesperbaikan minimal,waktu perbaikansystem, reliabilitaspada preventivemaintanence,state-dependentsystem with repair.
● Design forMaintainability
• Analysis ofdowntime,distribution ofrepair time,renewal process,minimal repairprocess, system
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
150 menit
150 minutes
TOA
TOA
1.Dapatmengkarakterisasidan mengkuatifikasiperbaikan (repair)suatu item yanggagal.
2.DapatmengaplikasikanMaintainability untukproses desain.
1. Can characterize andquantify the repair(repair) of a faileditem.
2. Can applyMaintainability to thedesign process.
10%/60%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
repair time,reliability inpreventivemaintenance,state-dependentsystem with repair.
• Design forMaintainability.
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
10
7. MemahamikonsepAvailability.
7. Understand theconcept ofAvailability.
Konsep dan definisiAvailability, modelavailabilityeksponensial,availability sitem,inspeksi dan repairmodel availability.CPMK.1 dan CPMK.2
The concept anddefinition ofAvailability,exponentialavailability model,system availability,inspection and repairavailability model.CLO.1 and CLO. 2
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
150 menit
150 minutes
TOA
TOA
Dapat menentukanukuran performancesystem denganAvailability.
Can determine the sizeof the performancesystem with Availability.
10%/70%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
11
8. MemahamikonsepAvailability.
8. Understand theconcept ofAvailability.
Model-modelperawatanpemeriksaan:● Model Perawatan
Pemeriksaan yangMemaksimumkanAvailabilitas
● Model PerawatanPemeriksaan yangMeminimumkanTotal OngkosPerawatan.
CPMK.1 dan CPMK.2
Examinationmaintenance models:• Examination
MaintenanceModels thatMaximizeAvailability
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
150 menit
150 minutes
TOATugas 2
TOAAssignment 2
Dapat menentukanperawatan.
Can determinetreatment.
15%/85%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
• Examination CareModel thatMinimizes the TotalCost ofMaintenance.
CPMK.1 and CPMK. 2
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
12-15
9. Memahamikonsep-konsepAnalisis datakegagalan.
9. Understand theconcepts of failuredata analysis.
Analisis datakegagalan(Pengumpulan data:lengkap dantersensor, Reliabilitytesting , ReliabilityGrowth testing,Identifikasi distribusikegagalan danRepair, statisticaltesting ).CPMK.1 dan CPMK.2
Failure data analysis(Data collection:complete andcensored, Reliabilitytesting, ReliabilityGrowth testing,identification offailure distribution
CeramahInteraktif,Diskusi, danLatihanSoal
InteractiveLectures,Discussions,andExercises
450 menit
450 minutes
TOA
TOA
Dapat menentukanmenguji danmenentukan ukuranreliabilitas untuk datalengkap dan tersensor,non parametrikmaupun parametrik.
Can determine test anddetermine reliabilitymeasures for completeand censored data,non-parametric andparametric.
15%/100%
Program
StudiSarjana, Departemen Statistika, FSAD-ITS
Mata Kuliah Analisis Reliabilitas
Kode
Mata
Kuliah
KS184634
Semester/SKS VI/3
MK Prasyarat Statistika Matematika
RP-S1 Dosen Pengampu Dr. Muhammad Mashuri, M.T. ; Dr. Hidayatul Khusna, S.Si
and repair, statisticaltesting).CLO.1 and CLO. 2
16 EAS
PUSTAKA/ REFERENCES:1. Ebeling, C. (2010). An Introduction to Reliability and Maintainability Engineering.Second Edition, Waveland Press, Inc., Canada1. Dhillon, B. S. (2006), Maintainability, maintenance, and reliability for engineers, CRC Press Taylor & Francis Group
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