| Kode Mata Kuliah | TK5022 / 3 SKS |
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| Penyelenggara | 230 - Teknik Kimia / FTI |
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| Kategori | Kuliah |
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| Bahasa Indonesia | English |
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| Nama Mata Kuliah | Statistika Teknik Kimia Lanjut | Advanced Chemical Engineering Statistics |
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| Bahan Kajian | - Pengantar Mutu, SQC, dan SPC
- Memodelkan Mutu Proses: Tinjau Kilas Probabilitas & Statistika Deskriptif
- Konsep Kendali Proses Statistik & Analisis Kapabilitas Proses
- Diagram Kendali untuk Besaran Variabel: Rerata vs. Rentang, Pengukuran Individual
- Diagram Kendali untuk Besaran Atribut: Proporsi, Jumlah Cacat
- Analisis Kapabilitas Proses & Sistem Pengukuran (Gage R&R)
- Teknik-teknik Pemantauan Proses Lainnya (EWMA, CUSUM)
- Rancangan Percobaan Faktorial untuk Identifikasi Permasalahan
- Rancangan Percobaan RSM untuk Optimasi Proses Produksi
| - Introduction to Quality, SQC, and SPC
- Modeling Process Quality: Review of Probability & Descriptive Statistics
- Concepts of Statistical Process Control and Capability Analysis
- Control Charts for Variables: Mean vs. Range, Individual Measurements
- Control Charts for Attributes: Proportion, Count of Defects
- Process & Measurement System Capability Analysis (Gage R&R)
- Other Process Monitoring Techniques (EWMA, CUSUM)
- Factorial Experiment Design for Problem Identification
- RSM Experimental Design for Production Process Optimization
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| Capaian Pembelajaran Mata Kuliah (CPMK) | - Mampu memaparkan filosofi & prinsip-prinsip statistik bagi peningkatan mutu dalam industri proses mutakhir
- Menerapkan peranti-peranti statistik untuk menganalisis data & mengidentifikasi permasalahan proses
- Mengkonstruksi & memaknai diagram kendali yang sesuai untuk memantau besaran variabel & atribut proses
- Mengevaluasi kapabilitas proses & sistem pengukuran sebagai elemen-elemen SPC & SQC
- Membangun & menganalisis percobaan terancang secara statistik untuk mengidentifikasi variabel-variabel kunci & mengoptimais proses produksi
| - Able to describe the philosophy & statistical principles of quality improvement in modern industrial processes
- Apply statistical tools to analyze data & identify process problems
- Construct & interpret appropriate control charts for monitoring process variables and attributes
- Evaluate process & measurement system capabilities as elements of SPC & SQC
- Construct & analyze statistically designed experiments to identify key process variables & to optimize production processes
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| Metode Pembelajaran | Diskusi, Tugas, Ujian | Discussions, Assignments, Exams |
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| Modalitas Pembelajaran | Luring, Hybrid | Offline, Hybrid |
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| Jenis Nilai | ABCDE |
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| Metode Penilaian | Ujian Tengah Semester (UTS)
Ujian Akhir Semester (UAS)
Kuis dan tugas | Midterm Exam (UTS)
Final Exam (UAS)
Quizzes and assignments |
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| Catatan Tambahan | | |
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