DE PART ME NT O F S TAT I S T I CS MODULE HANDBOOK

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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



process, redundancyand CFR model).CLO.1 and CLO. 2

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



Dapat menentukanparameter-parameterreliabilitas untukTime-dependent failuremodels (Weibull,lognormal , Gamma).

Can determinereliability parametersfor time-dependentfailure models (Weibull,lognormal, Gamma).

10%/30%

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



300 menit

300 minutes



Dapat menentukanukuran-ukuranreliabilitas suatu sistem.

Can determine thereliability measures of asystem.

10%/40%

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



7 5. Memahamikonsep ModelMarkov untukreabilitassistem yangdependent.

5. Understand theconcept of theMarkov Model fordependent systemreliability.

State-dependentsystem.

State-dependentsystem.



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



repair time,reliability inpreventivemaintenance,state-dependentsystem with repair.

• Design forMaintainability.

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



150 menit

150 minutes

TOA

TOA

Dapat menentukanukuran performancesystem denganAvailability.

Can determine the sizeof the performancesystem with Availability.

10%/70%

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



150 menit

150 minutes

TOATugas 2

TOAAssignment 2

Dapat menentukanperawatan.

Can determinetreatment.

15%/85%

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



• Examination CareModel thatMinimizes the TotalCost ofMaintenance.

CPMK.1 and CPMK. 2

Program



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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



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



Kode

Mata

Kuliah

KS184634

Semester/SKS VI/3



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

Documents

DE PART ME NT O F S TAT I S T I CS MODULE HANDBOOK