Teknik Industri | Fakultas Teknik Universitas Andalas
Teknik Industri | Fakultas Teknik Universitas Andalas

Associate Professor (Lektor Kepala) · Permanent Faculty Member
Principal Investigator (PI) / Research Group Leader, Intelligent Information and Decision Systems (IIDS) Research Group
Head of the Information and Decision Systems Laboratory (LSIK), 2026–2031, appointed by Rector’s Decree No. 1995/UN16.26.R/KPT/VI/2026
Department of Industrial Engineering, Faculty of Engineering, Universitas Andalas, Padang, Indonesia
E-mail: asmuliardi@eng.unand.ac.id
Asmuliardi Muluk is a permanent faculty member (civil-servant lecturer) of the Department of Industrial Engineering, Universitas Andalas, holding the national academic rank of Lektor Kepala (Associate Professor). He directs the Information and Decision Systems Laboratory (LSIK) under a five-year appointment by the Rector of Universitas Andalas and leads the laboratory’s research group, IIDS, whose members are three faculty colleagues of the department. His research concerns information systems, data analytics, artificial intelligence, and decision support in industrial and healthcare organizations.
AT A GLANCE
| Full name | Asmuliardi Muluk, S.T., M.T. |
| Position | Permanent faculty member (civil-servant lecturer), Department of Industrial Engineering, Faculty of Engineering, Universitas Andalas |
| Academic rank | Lektor Kepala (Associate Professor) — national academic rank for Indonesian university lecturers |
| Laboratory leadership | Head of the Information and Decision Systems Laboratory (LSIK), term 2026–2031, appointed by Rector’s Decree of Universitas Andalas No. 1995/UN16.26.R/KPT/VI/2026 (14 July 2026) |
| Research group leadership | Principal Investigator (PI) and Research Group Leader, Intelligent Information and Decision Systems (IIDS) Research Group, hosted by LSIK |
| Education | S.T. (Bachelor of Engineering), Institut Teknologi Bandung (ITB); M.T. (Master of Engineering), Institut Teknologi Bandung (ITB). |
| Lecturer registration | NIDN 0006057104 (Indonesian national lecturer ID); SINTA ID 6129842 — sinta.kemdiktisaintek.go.id/authors/profile/6129842 |
| Department | Department of Industrial Engineering (Departemen Teknik Industri) — faculty directory |
| Faculty / University | Faculty of Engineering, Universitas Andalas (Andalas University), Limau Manis Campus, Padang 25163, West Sumatra, Indonesia — www.unand.ac.id |
| Institutional e-mail | asmuliardi@eng.unand.ac.id (asmuliardi@eng.unand.ac.id) |
| Research interests | Business intelligence, data mining, information systems, knowledge management, artificial intelligence, and AI-enabled decision support systems |
LABORATORY AND RESEARCH GROUP
The Information and Decision Systems Laboratory (LSIK) is one of the laboratories of the Department of Industrial Engineering, Universitas Andalas. It runs the department’s laboratory courses in computer fundamentals and programming logic, management information systems, and computer-based system simulation, and it hosts the department’s research in information technology and decision systems. As Head of Laboratory, Asmuliardi Muluk is responsible for the laboratory’s research agenda, teaching activities, and academic staff coordination.
The Intelligent Information and Decision Systems (IIDS) Research Group is the laboratory’s research group. Members: Ikhwan Arief, S.T., M.Sc. (Assistant Professor); Difana Meilani, S.T., MISD (Associate Professor); and Ardhian Agung Yulianto, S.Kom., M.T. (Assistant Professor). The group’s research areas cover artificial intelligence and machine learning, data analytics and business intelligence, decision support and decision analytics, digital health and healthcare analytics, smart manufacturing and industrial digitalization, and information systems and knowledge management.
CURRENT RESEARCH
SELECTED PUBLICATIONS
Full publication record: SINTA profile · group publication list on the IIDS Research Group page.
CONTACT
Asmuliardi Muluk, S.T., M.T.
Information and Decision Systems Laboratory (LSIK), Department of Industrial Engineering
Faculty of Engineering, Universitas Andalas, Limau Manis Campus, Padang 25163, Indonesia
E-mail: asmuliardi@eng.unand.ac.id
A. Akreditasi Program Studi Jurusan :
1. Akreditasi Nasional BAN-PT (Badan Akreditasi Nasional Perguruan Tinggi) atau Lembaga Akreditasi Mandiri Program Studi Keteknikan
2. Akreditasi Internasional IABEE (Indonesian Accreditation Board for Engineering Education)
3. Akreditasi Internasional ABET (Accreditation Board for Engineering and Technology)
B. Statistik Staf Pengajar Tetap (Dosen) Departemen :
1. Berdasarkan Pendidikan Terakhir dan Jabatan fungsional
| Pendidikan Terakhir | Jabatan Fungsional | Total | ||||
| Asistensi Ahli | Lektor | Lektor Kepala | Guru Besar | |||
| Magister (S2) | 2 | 1 | 6 | - | 9 | |
| Doktor (S3) | - | 7 | 8 | 3 | 18 | |
| Total | 2 | 8 | 14 | 3 | 27 | |
Cat: Sedang Tugas Belajar S3 : 1 orang, Izin Belajar S3 : 3 orang
2. Berdasarkan Jenis Kelamin dan Golongan
| Jenis Kelamin | Golongan | Total | |||||||
| III/a | III/b | III/c | III/d | IV/a | IV/b | IV/c | IV/d | ||
| Laki-Laki | 1 | 3 | 2 | 5 | 5 | 1 | - | 1 | 18 |
| Perempuan | - | 1 | 2 | 1 | 1 | 3 | 1 | - | 9 |
| Total | 1 | 4 | 4 | 6 | 6 | 4 | 1 | 1 | 27 |
C. Statistik Program Studi Sarjana (S1) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2014/2015 | 3365 | 105 | 96 | 455 | 70 | 15.38 | 6.3% |
| 2015/2016 | 3007 | 85 | 83 | 455 | 88 | 19.34 | 11.0% |
| 2016/2017 | 3780 | 108 | 101 | 443 | 83 | 18.74 | 14.6% |
| 2017/2018 | 3537 | 146 | 135 | 491 | 85 | 17.31 | 10.4% |
| 2018/2019 | 3959 | 147 | 139 | 527 | 71 | 13.47 | 4.8% |
| 2019/2020 | 2116 | 150 | 138 | 566 | 93 | 16.43 | 13.9% |
| 2020/2021 | 1986 | 134 | 123 | 596 | 79 | 13.26 | 26.7% |
| 2021/2022 | 2052 | 152 | 127 | 602 | 106 | 17.61 | 18.0% |
| 2022/2023 | 2223 | 151 | 132 | 619 | 129 | 20.84 | 10.9% |
| 2023/2024 | 2294 | 158 | 125 | 613 | 117 | 19.09 | 41.5% |
| 2024/2025 | 2369 | 149 | 123 | 586 | 90* | 15.36* |
(*) Data sampai Wisuda Februari 2025
Total Lulusan sd sekarang: 1854
2. Asal dan Gender Mahasiswa
| Tahun Akademik | Jumlah Mahasiswa Baru | |||||||
| Laki-laki | % | Perempuan | % | Sumbar | % | Luar Sumbar | % | |
| 2014/2015 | 46 | 48 | 50 | 52 | 90 | 94 | 6 | 6 |
| 2015/2016 | 32 | 39 | 51 | 61 | 76 | 92 | 9 | 8 |
| 2016/2017 | 49 | 49 | 52 | 51 | 83 | 82 | 18 | 18 |
| 2017/2018 | 58 | 43 | 77 | 57 | 109 | 81 | 26 | 19 |
| 2018/2019 | 68 | 49 | 71 | 51 | 114 | 82 | 25 | 18 |
| 2019/2020 | 62 | 45 | 76 | 55 | 101 | 73 | 37 | 27 |
| 2020/2021 | 57 | 46 | 66 | 54 | 91 | 74 | 32 | 26 |
| 2021/2022 | 64 | 50 | 63 | 50 | 94 | 74 | 33 | 26 |
| 2022/2023 | 61 | 46 | 71 | 54 | 101 | 76 | 31 | 24 |
| 2023/2024 | 52 | 42 | 73 | 58 | 90 | 72 | 35 | 28 |
| 2024/2025 | 61 | 50 | 62 | 50 | 90 | 73 | 33 | 27 |
3. Masa Studi dan IPK Lulusan
a. per Tahun Akademik
| Tahun Akademik | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2014/2015 | 2.75 | 3.11 | 3.42 | 3.80 | 4.93 | 6.80 |
| 2015/2016 | 2.71 | 3.12 | 3.46 | 3.92 | 4.74 | 6.75 |
| 2016/2017 | 2.76 | 3.15 | 3.60 | 3.50 | 4.94 | 6.92 |
| 2017/2018 | 2.80 | 3.22 | 3.64 | 3.58 | 4.59 | 6.92 |
| 2018/2019 | 2.62 | 3.23 | 3.67 | 3.50 | 4.92 | 6.92 |
| 2019/2020 | 2.84 | 3.32 | 3.78 | 3.83 | 4.94 | 7.00 |
| 2020/2021 | 2.92 | 3.39 | 3.83 | 3.50 | 4.55 | 7.00 |
| 2021/2022 | 3.01 | 3.44 | 3.90 | 3.42 | 4.70 | 7.00 |
| 2022/2023 | 3.01 | 3.49 | 3.86 | 3.58 | 4.70 | 7.00 |
| 2023/2024 | 2.89 | 3.50 | 3.88 | 3.50 | 4.69 | 7.00 |
| 2024/2025 | 2.97* | 3.53* | 3.88* | 3.92* | 4.54* | 6.92* |
(*) Data sampai Wisuda Februari 2025
b. per Tahun Anggaran
| Tahun | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015 | 2.71 | 3.11 | 3.43 | 3.92 | 4.83 | 6.75 |
| 2016 | 2.76 | 3.14 | 3.54 | 3.92 | 4.89 | 6.92 |
| 2017 | 2.80 | 3.20 | 3.62 | 3.50 | 4.63 | 6.92 |
| 2018 | 2.85 | 3.22 | 3.64 | 3.58 | 4.91 | 6.92 |
| 2019 | 2.62 | 3.27 | 3.76 | 3.50 | 4.97 | 7.00 |
| 2020 | 2.93 | 3.35 | 3.78 | 3.83 | 4.77 | 7.00 |
| 2021 | 2.92 | 3.44 | 3.90 | 3.50 | 4.53 | 7.00 |
| 2022 | 3.01 | 3.46 | 3.83 | 3.42 | 4.71 | 7.00 |
| 2023 | 2.89 | 3.49 | 3.88 | 3.58 | 4.64 | 7.00 |
| 2024 | 2.97 | 3.51 | 3.88 | 3.50 | 4.65 | 6.92 |
D. Statistik Program Studi Magister (S2) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2014/2015 | 14 | 14 | 14 | 34 | - | - | - |
| 2015/2016 | 13 | 13 | 13 | 41 | 8 | 19.5 | 14.3% |
| 2016/2017 | 16 | 16 | 16 | 52 | 8 | 15.4 | 30.8% |
| 2017/2018 | 10 | 10 | 10 | 37 | 13 | 35.1 | 6.3% |
| 2018/2019 | 13 | 12 | 11 | 35 | 8 | 22.9 | 30.0% |
| 2019/2020 | 16 | 14 | 12 | 35 | 13 | 38.2 | 9.1% |
| 2020/2021 | 19 | 18 | 16 | 35 | 11 | 28.2 | 25.0% |
| 2021/2022 | 27 | 24 | 21 | 45 | 6 | 15.0 | 12.5% |
| 2022/2023 | 15 | 14 | 14 | 47 | 7 | 13.2 | 0.0% |
| 2023/2024 | 20 | 16 | 15 | 42 | 11 | 26.2 | 7.1% |
| 2024/2025 | 7 | 43 | 6* | 14.0* |
(*) Data sampai Wisuda Februari 2025
Total Lulusan sd sekarang: 91
2. Asal dan Gender Mahasiswa
| Tahun Akademik | Jumlah Mahasiswa Baru | |||||||
| Laki-laki | % | Perempuan | % | Institusi | % | Luar Institusi | % | |
| 2014/2015 | 2 | 14 | 12 | 86 | 5 | 36 | 9 | 64 |
| 2015/2016 | 6 | 46 | 7 | 54 | 10 | 77 | 3 | 23 |
| 2016/2017 | 8 | 50 | 8 | 50 | 8 | 50 | 8 | 50 |
| 2017/2018 | 6 | 43 | 4 | 57 | 2 | 20 | 8 | 80 |
| 2018/2019 | 6 | 55 | 5 | 45 | 2 | 18 | 9 | 82 |
| 2019/2020 | 5 | 42 | 7 | 58 | 2 | 17 | 10 | 83 |
| 2020/2021 | 5 | 31 | 11 | 69 | 6 | 38 | 10 | 62 |
| 2021/2022 | 13 | 62 | 8 | 38 | 5 | 24 | 16 | 76 |
| 2022/2023 | 8 | 57 | 6 | 43 | 1 | 8 | 13 | 92 |
| 2023/2024 | 9 | 60 | 6 | 40 | 3 | 20 | 12 | 80 |
| 2024/2025 | 4 | 57 | 3 | 43 | 0 | 0 | 7 | 100 |
3. Masa Studi dan IPK Lulusan
a. per Tahun Akademik
| Tahun Akademik | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015/2016 | 3.24 | 3.53 | 3.70 | 1.17 | 2.11 | 2.42 |
| 2016/2017 | 3.41 | 3.63 | 3.85 | 1.42 | 2.74 | 3.83 |
| 2017/2018 | 3.02 | 3.53 | 3.93 | 1.25 | 3.19 | 4.00 |
| 2018/2019 | 3.15 | 3.54 | 3.87 | 1.25 | 3.00 | 4.00 |
| 2019/2020 | 3.58 | 3.75 | 3.87 | 1.50 | 2.79 | 4.00 |
| 2020/2021 | 3.50 | 3.73 | 3.88 | 1.67 | 3.52 | 4.00 |
| 2021/2022 | 3.71 | 3.77 | 3.83 | 1.75 | 2.57 | 3.92 |
| 2022/2023 | 3.42 | 3.66 | 3.82 | 2.00 | 3.29 | 4.00 |
| 2023/2024 | 3.38 | 3.74 | 3.98 | 1.83 | 3.23 | 4.00 |
| 2024/2025 | 3.41* | 3.66* | 3.95* | 1.92* | 2.67* | 3.83* |
(*) Data sampai Wisuda Februari 2025
b. per Tahun Anggaran
| Tahun | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015 | 3.24 | 3.40 | 3.48 | 1.17 | 1.84 | 2.17 |
| 2016 | 3.42 | 3.60 | 3.70 | 1.75 | 2.27 | 2.42 |
| 2017 | 3.02 | 3.57 | 3.93 | 1.25 | 3.07 | 4.00 |
| 2018 | 3.15 | 3.42 | 3.56 | 2.00 | 3.29 | 4.00 |
| 2019 | 3.78 | 3.84 | 3.87 | 1.25 | 2.26 | 2.92 |
| 2020 | 3.58 | 3.72 | 3.88 | 1.50 | 3.40 | 4.00 |
| 2021 | 3.50 | 3.72 | 3.87 | 1.67 | 2.98 | 4.00 |
| 2022 | 3.42 | 3.72 | 3.82 | 1.75 | 3.06 | 4.00 |
| 2023 | 3.38 | 3.63 | 3.81 | 2.08 | 3.30 | 4.00 |
| 2024 | 3.49 | 3.79 | 3.98 | 1.83 | 3.08 | 3.83 |
D. Statistik Program Studi Doktor (S3) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2022/2023 | 10 | 10 | 8 | 8 | - | - | - |
| 2023/2024 | 11 | 11 | 11 | 19 | - | - | - |
| 2024/2025 | 3 | 22 |
Total Lulusan sd sekarang: -
Berdasarkan Surat Keputusan Dekan Nomor 182/UN16.09.D/KPT/I/2024 tentang Pengangkatan Anggota Dewan Penasehat Industri (Industrial Advisory Board-IAB) Departemen Teknik Industri Periode 2024-2026, berikut ini adalah daftar anggota Dewan Penasehat Industri Departemen Teknik Industri Periode 2024-2026:
|
No |
Nama Anggota |
Jabatan |
Institusi |
|
1 |
Ir. Honesti Basyir, MBA |
Direktur |
PT Telkom Indonesia |
|
2 |
Ir. I Made Dana M. Tangkas, MSi, IPU, ASEAN Eng. |
Presiden |
Institut Otomotif Indonesia |
|
3 |
Dr. Nofrisel, SE, MM, CSLP, ESLog |
Ketua Dewan Pakar |
Asosiasi Logistik Indonesia (ALI) |
|
4 |
Ir. Surya Tri Harto, MT., MBA |
Direktur Human Capital & Corporate Services |
PT Pertamina International Shippling |
| 5 |
Ir. Oktoweri |
Direktur Keuangan dan Umum | PT Semen Padang |
|
6 |
Ir. Aulia Ersyah Marinto |
Chief Operating Officer |
Gtech Digital Asia |
|
7 |
Riki Paramita, ST, MM |
Associate Partner, Finance & Supply Chain Transformation Leader, Indonesian |
IBM Consulting Indonesia, PT IBM Indonesia |
| 8 |
Ria Wijayanti, ST, M.Si |
Kepala Biro Administrasi Pembangunan | Pemerintah Propinsi Sumatera Barat |
| 9 |
Iin Febrian, ST, MM |
Direktur Manajemen Risiko | PT Pertamina New & Renewable Energy (NRE) |
|
10 |
Anka Stefano, ST |
Manager of Sales Analysis & Reporting |
PT Semen Padang |
|
11 |
Triokzi Vive Kananda, ST |
Director Biz Unit Marketing/ Development/ Quality |
PT. Sejin Fashion Indonesia - Parkland World Indonesia 3 |
|
12 |
Yosi Marlinda, ST |
Plant Director |
Telemecanique Sensors - PT TMI |
|
13 |
Muchdian Muchlis, ST, M.Tech.Mgt |
Vice President |
PT Bank CIMB Niaga |
|
14 |
Muhammad Thahir, ST, MM |
Manager PPIC |
PT Astra Honda Motor |
|
15 |
Nicolev Hidayat, ST, M.Eng |
Managing Director |
PT Nicko Industri Metal |
|
16 |
Fauzan Diaz, ST |
Deputy General Manager Divisi Body - Sunter Assembling Plant |
PT Astra Daihatsu Motor |
| 17 |
Prima Novandino Sharma, ST, MBA |
Vice President Strategi Harga | PT Pupuk Indonesia (Persero) |
Berdasarkan Surat Keputusan Dekan Nomor 161/UN16.09.D/XIII/KPT/2022 tentang Pengangkatan Anggota Dewan Penasehat Industri (Industrial Advisory Board-IAB) Departemen Teknik Industri Periode 2022-2024, berikut ini adalah daftar anggota Dewan Penasehat Industri Departemen Teknik Industri Periode 2022-2024:
|
No |
Nama Anggota |
Jabatan |
Institusi |
|
1 |
Ir. Benny Wendry, MM |
Komisaris Utama |
PT. Semen Tonasa |
|
2 |
Ir. Honesti Basyir, MBA |
Direktur Utama |
PT. Biofarma (Persero) |
|
3 |
Ir. I Made Dana M. Tangkas, MSi, IPU, ASEAN Eng. |
Presiden |
Institut Otomotif Indonesia |
|
4 |
Dr. Nofrisel, SE, MM, CSLP, ESLog |
Ketua Dewan Pakar |
Asosiasi Logistik Indonesia (ALI) |
|
5 |
Ir. Surya Tri Harto, MT., MBA |
Vice President |
PT. Pertamina (Persero) |
| 6 |
Ir. Oktoweri |
Direktur Keuangan | PT. Semen Padang |
|
7 |
Ir. Aulia Ersyah Marinto |
Chief Operating Officer |
Gtech Digital Asia |
|
8 |
Riki Paramita, ST, MM |
Finance & Supply Chain Transformation Leader, Indonesian/ IBM SAP Center of Excellence Leader, ASEAN |
IBM Consulting Indonesia & ASEAN |
|
9 |
Anka Stefano, ST |
Manager of Sales Analysis & Reporting Regional I |
PT. Semen Padang |
|
10 |
Triokzi Vive Kananda, ST |
Director of Manufacturing Excellence |
PT. Parkland World Indonesia |
|
11 |
Yosi Marlinda, ST |
EMS Director for East Asia and Japan |
PT. Schneider Manufacturing Batam |
|
12 |
Muchdian Muchlis, ST, M.Tech.Mgt |
EBB Liabilities & Fee Income Product & Portfolio Head |
PT. Bank CIMB Niaga Tbk |
|
13 |
Muhammad Thahir, ST, MM |
Department Head |
PT. Astra Honda Motor |
|
14 |
Nicolev Hidayat, ST, M.Eng |
Managing Director |
PT. Nicko Industri Metal |
|
15 |
Fauzan Diaz, ST |
Deputy General Manager Divisi Body - Sunter Assembling Plant |
PT. Astra Daihatsu Motor |
| 16 |
Prima Novandino Sharma, ST, MBA |
Vice President - Agrosolution | PT. Pupuk Sriwijaya Palembang |
Berdasarkan Surat Keputusan Dekan Nomor 252/UN16.9.D/XIII/KPT/2019 tentang Pengangkatan Anggota Dewan Penasehat Industri (Industrial Advisory Board-IAB) Jurusan Teknik Industri Periode 2019-2021, berikut ini adalah daftar anggota Dewan Penasehat Industri Jurusan Teknik Industri Periode 2019-2021:
|
No |
Nama Anggota |
Jabatan |
Institusi |
|
1 |
Ir. Benny Wendry, MM |
1. Direktur Produksi 2. Komisaris Utama |
1. PT. Semen Indonesia (Persero) 2. PT. Semen Tonasa |
|
2 |
Ir. Honesti Basyir, MBA |
Direktur Utama |
PT. Biofarma (Persero) |
|
3 |
Ir. I Made Dana M. Tangkas, MSi, IPU, ASEAN Eng. |
1. Presiden 2. Senior Executive Advisor/ Director (Independent) |
1. Institut Otomotif Indonesia 2. PT. Toyota Motor Manufacturing Indonesia |
|
4 |
Dr. Nofrisel, SE, MM, CSLP |
1. Ketua Dewan Pakar 2. Direktur Kontrak Logistik dan Distribusi |
1. Asosiasi Logistik Indonesia (ALI) 2. RPX Group Jakarta |
|
5 |
Ir. Surya Tri Harto, MT., MBA |
Vice President Ship Chartering & Performance |
PT. Pertamina (Persero) |
|
6 |
Ir. Aulia Ersyah Marinto |
Vice President Marketing Management, Directorat Consumer Service |
PT. Telkom (Persero) |
|
7 |
Riki Paramita, ST, MM |
Consulting Senior Manager - Asia Pacific Region |
Deloitte Consulting Asia Pacific/ PT. Deloitte Consulting, PT. DC Solutions |
|
8 |
Hasmeru Hasler, ST, MM |
Senior Manager Capex |
PT. Semen Padang |
|
9 |
Triokzi Vive Kananda, ST |
1. Director Manufacturing Excellence 2. Development Workshop Sample Room Head |
PT. Parkland World Indonesia |
|
10 |
Yosi Marlinda, ST |
Short Term Planning Business Process Owner - Global Supply Chain Planning |
PT. Schneider Electric |
|
11 |
Muchdian Muchlis, ST, M.Tech.Mgt |
Assistant Vice President, Micro and Small Medium Enterprise Funding Strategy |
PT. Bank CIMB Niaga Tbk |
|
12 |
Muhammad Thahir, ST, MM |
Supplier Development System Manager |
PT. Astra Honda Motor |
|
13 |
Nicolev Hidayat, ST, M.Eng |
Managing Director |
PT. Nicko Industri Metal |
|
14 |
Fauzan Diaz, ST |
Body 1 Department Head/ Senior Manager |
PT. Astra Daihatsu Motor |
Fakultas Teknik Universitas Andalas
Surveys ini berfungsi sebagai instrumen pengukuran Capaian Pembelajaran (SO) Fresh Graduate Teknik Industri
Fakultas Teknik Universitas Andalas
Selamat datang !
Terima kasih atas kunjungan anda dan tentunya partisipasi anda sebagai fresh graduate Teknik Industri Fakultas Teknik Universitas Andalas sangat diharapkan. Hasil dari exit surveys ini berguna untuk mengukur seberapa besar pencapaian dari Capaian Pembelajaran (Student Outcomes) Program Studi Teknik Industri yang dirasakan oleh setiap fresh graduate sehingga bisa dilakukan perbaikan kualitas secara berkelanjutan terkait dengan pelayanan dan pelaksanaan proses pendidikan ke depannya.
Silahkan memulai mengisi exit surveys ini dengan mengklik link berikut ini.
https://docs.google.com/forms/d/e/1FAIpQLSdMYKnqUqn5lvoEdlD-Nu6EwalRh133mKPPtqCFgAGFyYfw9g/viewform?usp=pp_url (2021/2022)
https://docs.google.com/forms/d/e/1FAIpQLSd0z-hQjbsQdLf6paXl_YxGmzjUaI8q0yD9smO_yn3EWPQm2Q/viewform?usp=pp_url (2023/2024)
TTD
Admin Web JTI
|
No. |
Study Program |
Degree |
Document |
|
1 |
Industrial Engineering |
Bachelor |
No.00008.P , Dec 11, 2018 (Provisional Accredited) |
| 2 | Industrial Engineering | Bachelor | No.000197.A , Apr 1, 2024 - Mar 30, 2030 (General Accredited) |
| 3 | Industrial Engineering | Bachelor | https://amspub.abet.org/aps/name-search?searchType=institution&keyword=andalas, Oct 1, 2018 - Sept 30, 2026 |
TTD
Admin Web JTI
A. Akreditasi Program Studi Jurusan :
1. Akreditasi Nasional BAN-PT (Badan Akreditasi Nasional Perguruan Tinggi) atau Lembaga Akreditasi Mandiri Program Studi Keteknikan
2. Akreditasi Internasional IABEE (Indonesian Accreditation Board for Engineering Education)
3. Akreditasi Internasional ABET (Accreditation Board for Engineering and Technology)
B. Statistik Staf Pengajar Tetap (Dosen) Departemen :
1. Berdasarkan Pendidikan Terakhir dan Jabatan fungsional
| Pendidikan Terakhir | Jabatan Fungsional | Total | ||||
| Asistensi Ahli | Lektor | Lektor Kepala | Guru Besar | |||
| Magister (S2) | 2 | 1 | 6 | - | 9 | |
| Doktor (S3) | - | 7 | 8 | 3 | 18 | |
| Total | 2 | 8 | 14 | 3 | 27 | |
Cat: Sedang Tugas Belajar S3 : 1 orang, Izin Belajar S3 : 3 orang
2. Berdasarkan Jenis Kelamin dan Golongan
| Jenis Kelamin | Golongan | Total | |||||||
| III/a | III/b | III/c | III/d | IV/a | IV/b | IV/c | IV/d | ||
| Laki-Laki | 1 | 3 | 2 | 5 | 5 | 1 | - | 1 | 18 |
| Perempuan | - | 1 | 2 | 1 | 1 | 3 | 1 | - | 9 |
| Total | 1 | 4 | 4 | 6 | 6 | 4 | 1 | 1 | 27 |
C. Statistik Program Studi Sarjana (S1) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2014/2015 | 3365 | 105 | 96 | 455 | 70 | 15.38 | 6.3% |
| 2015/2016 | 3007 | 85 | 83 | 455 | 88 | 19.34 | 11.0% |
| 2016/2017 | 3780 | 108 | 101 | 443 | 83 | 18.74 | 14.6% |
| 2017/2018 | 3537 | 146 | 135 | 491 | 85 | 17.31 | 10.4% |
| 2018/2019 | 3959 | 147 | 139 | 527 | 71 | 13.47 | 4.8% |
| 2019/2020 | 2116 | 150 | 138 | 566 | 93 | 16.43 | 13.9% |
| 2020/2021 | 1986 | 134 | 123 | 596 | 79 | 13.26 | 26.7% |
| 2021/2022 | 2052 | 152 | 127 | 602 | 106 | 17.61 | 18.0% |
| 2022/2023 | 2223 | 151 | 132 | 619 | 129 | 20.84 | 10.9% |
| 2023/2024 | 2294 | 158 | 125 | 613 | 117 | 19.09 | 41.5% |
| 2024/2025 | 2369 | 149 | 123 | 586 | 69* | 11.77* |
(*) Data sampai Wisuda Nopember 2024
Total Lulusan sd sekarang: 1833
2. Asal dan Gender Mahasiswa
| Tahun Akademik | Jumlah Mahasiswa Baru | |||||||
| Laki-laki | % | Perempuan | % | Sumbar | % | Luar Sumbar | % | |
| 2014/2015 | 46 | 48 | 50 | 52 | 90 | 94 | 6 | 6 |
| 2015/2016 | 32 | 39 | 51 | 61 | 76 | 92 | 9 | 8 |
| 2016/2017 | 49 | 49 | 52 | 51 | 83 | 82 | 18 | 18 |
| 2017/2018 | 58 | 43 | 77 | 57 | 109 | 81 | 26 | 19 |
| 2018/2019 | 68 | 49 | 71 | 51 | 114 | 82 | 25 | 18 |
| 2019/2020 | 62 | 45 | 76 | 55 | 101 | 73 | 37 | 27 |
| 2020/2021 | 57 | 46 | 66 | 54 | 91 | 74 | 32 | 26 |
| 2021/2022 | 64 | 50 | 63 | 50 | 94 | 74 | 33 | 26 |
| 2022/2023 | 61 | 46 | 71 | 54 | 101 | 76 | 31 | 24 |
| 2023/2024 | 52 | 42 | 73 | 58 | 90 | 72 | 35 | 28 |
| 2024/2025 | 61 | 50 | 62 | 50 | 90 | 73 | 33 | 27 |
3. Masa Studi dan IPK Lulusan
a. per Tahun Akademik
| Tahun Akademik | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2014/2015 | 2.75 | 3.11 | 3.42 | 3.80 | 4.93 | 6.80 |
| 2015/2016 | 2.71 | 3.12 | 3.46 | 3.92 | 4.74 | 6.75 |
| 2016/2017 | 2.76 | 3.15 | 3.60 | 3.50 | 4.94 | 6.92 |
| 2017/2018 | 2.80 | 3.22 | 3.64 | 3.58 | 4.59 | 6.92 |
| 2018/2019 | 2.62 | 3.23 | 3.67 | 3.50 | 4.92 | 6.92 |
| 2019/2020 | 2.84 | 3.32 | 3.78 | 3.83 | 4.94 | 7.00 |
| 2020/2021 | 2.92 | 3.39 | 3.83 | 3.50 | 4.55 | 7.00 |
| 2021/2022 | 3.01 | 3.44 | 3.90 | 3.42 | 4.70 | 7.00 |
| 2022/2023 | 3.01 | 3.49 | 3.86 | 3.58 | 4.70 | 7.00 |
| 2023/2024 | 2.89 | 3.50 | 3.88 | 3.50 | 4.69 | 7.00 |
| 2024/2025 | 2.97* | 3.54* | 3.88* | 3.92* | 4.45* | 6.92* |
(*) Data sampai Wisuda Nopember 2024
b. per Tahun Anggaran
| Tahun | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015 | 2.71 | 3.11 | 3.43 | 3.92 | 4.83 | 6.75 |
| 2016 | 2.76 | 3.14 | 3.54 | 3.92 | 4.89 | 6.92 |
| 2017 | 2.80 | 3.20 | 3.62 | 3.50 | 4.63 | 6.92 |
| 2018 | 2.85 | 3.22 | 3.64 | 3.58 | 4.91 | 6.92 |
| 2019 | 2.62 | 3.27 | 3.76 | 3.50 | 4.97 | 7.00 |
| 2020 | 2.93 | 3.35 | 3.78 | 3.83 | 4.77 | 7.00 |
| 2021 | 2.92 | 3.44 | 3.90 | 3.50 | 4.53 | 7.00 |
| 2022 | 3.01 | 3.46 | 3.83 | 3.42 | 4.71 | 7.00 |
| 2023 | 2.89 | 3.49 | 3.88 | 3.58 | 4.64 | 7.00 |
| 2024 | 2.97 | 3.51 | 3.88 | 3.50 | 4.65 | 6.92 |
D. Statistik Program Studi Magister (S2) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2014/2015 | 14 | 14 | 14 | 34 | - | - | - |
| 2015/2016 | 13 | 13 | 13 | 41 | 8 | 19.5 | 14.3% |
| 2016/2017 | 16 | 16 | 16 | 52 | 8 | 15.4 | 30.8% |
| 2017/2018 | 10 | 10 | 10 | 37 | 13 | 35.1 | 6.3% |
| 2018/2019 | 13 | 12 | 11 | 35 | 8 | 22.9 | 30.0% |
| 2019/2020 | 16 | 14 | 12 | 35 | 13 | 38.2 | 9.1% |
| 2020/2021 | 19 | 18 | 16 | 35 | 11 | 28.2 | 25.0% |
| 2021/2022 | 27 | 24 | 21 | 45 | 6 | 15.0 | 12.5% |
| 2022/2023 | 15 | 14 | 14 | 47 | 7 | 13.2 | 0.0% |
| 2023/2024 | 20 | 16 | 15 | 42 | 11 | 26.2 | 7.1% |
Total Lulusan sd sekarang: 85
2. Asal dan Gender Mahasiswa
| Tahun Akademik | Jumlah Mahasiswa Baru | |||||||
| Laki-laki | % | Perempuan | % | Institusi | % | Luar Institusi | % | |
| 2014/2015 | 2 | 14 | 12 | 86 | 5 | 36 | 9 | 64 |
| 2015/2016 | 6 | 46 | 7 | 54 | 10 | 77 | 3 | 23 |
| 2016/2017 | 8 | 50 | 8 | 50 | 8 | 50 | 8 | 50 |
| 2017/2018 | 6 | 43 | 4 | 57 | 2 | 20 | 8 | 80 |
| 2018/2019 | 6 | 55 | 5 | 45 | 2 | 18 | 9 | 82 |
| 2019/2020 | 5 | 42 | 7 | 58 | 2 | 17 | 10 | 83 |
| 2020/2021 | 5 | 31 | 11 | 69 | 6 | 38 | 10 | 62 |
| 2021/2022 | 13 | 62 | 8 | 38 | 5 | 24 | 16 | 76 |
| 2022/2023 | 8 | 57 | 6 | 43 | 1 | 8 | 13 | 92 |
| 2023/2024 | 9 | 60 | 6 | 40 | 3 | 20 | 12 | 80 |
3. Masa Studi dan IPK Lulusan
a. per Tahun Akademik
| Tahun Akademik | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015/2016 | 3.24 | 3.53 | 3.70 | 1.17 | 2.11 | 2.42 |
| 2016/2017 | 3.41 | 3.63 | 3.85 | 1.42 | 2.74 | 3.83 |
| 2017/2018 | 3.02 | 3.53 | 3.93 | 1.25 | 3.19 | 4.00 |
| 2018/2019 | 3.15 | 3.54 | 3.87 | 1.25 | 3.00 | 4.00 |
| 2019/2020 | 3.58 | 3.75 | 3.87 | 1.50 | 2.79 | 4.00 |
| 2020/2021 | 3.50 | 3.73 | 3.88 | 1.67 | 3.52 | 4.00 |
| 2021/2022 | 3.71 | 3.77 | 3.83 | 1.75 | 2.57 | 3.92 |
| 2022/2023 | 3.42 | 3.66 | 3.82 | 2.00 | 3.29 | 4.00 |
| 2023/2024 | 3.38 | 3.74 | 3.98 | 1.83 | 3.23 | 4.00 |
b. per Tahun Anggaran
| Tahun | IPK Lulusan | Masa Studi Lulusan | ||||
| Min | Rata2 | Maks | Min | Rata2 | Maks | |
| 2015 | 3.24 | 3.40 | 3.48 | 1.17 | 1.84 | 2.17 |
| 2016 | 3.42 | 3.60 | 3.70 | 1.75 | 2.27 | 2.42 |
| 2017 | 3.02 | 3.57 | 3.93 | 1.25 | 3.07 | 4.00 |
| 2018 | 3.15 | 3.42 | 3.56 | 2.00 | 3.29 | 4.00 |
| 2019 | 3.78 | 3.84 | 3.87 | 1.25 | 2.26 | 2.92 |
| 2020 | 3.58 | 3.72 | 3.88 | 1.50 | 3.40 | 4.00 |
| 2021 | 3.50 | 3.72 | 3.87 | 1.67 | 2.98 | 4.00 |
| 2022 | 3.42 | 3.72 | 3.82 | 1.75 | 3.06 | 4.00 |
| 2023 | 3.38 | 3.63 | 3.81 | 2.08 | 3.30 | 4.00 |
D. Statistik Program Studi Doktor (S3) :
1. Data Mahasiswa dan Lulusan
| Tahun Akademik | Peminat | Diterima | Mahasiswa Baru | Mahasiswa Terdaftar (Student Body) | Lulusan | Angka Efisiensi Edukasi (AEE,%) | Lulusan Tepat Waktu |
| 2022/2023 | 10 | 10 | 8 | 8 | - | - | - |
| 2023/2024 | 11 | 11 | 11 | 19 | - | - | - |
Total Lulusan sd sekarang: -
Update: Juli 2024
Staf Pengajar/ Dosen Departemen Teknik Industri Universitas Andalas (per Agustus 2026):
| No | Full Name | Degree and Certificate Awarded | NIDN | Research Group | Research Interest | |
| 1 | |
Prof. Ir. Alizar Hasan, MSIE, M.Eng, Ph.D (Professor/Profesor)
|
Ir (ITB); MSIE (ITB); M.Eng (Univ. of Leuven, Belgia); Ph.D (USM, Malaysia) |
0018125302 | Engineering Management System | Engineering Management |
| 2 | |
Dr. Drs. Ahmad Syafruddin Indrapriyatna, MT |
Drs (ITB); MT (ITB); Dr (ITB) | 0007076311 | Manufacturing System | Production and Maintenance Scheduling, Operations Research, Modeling System, Inventory Management |
| 3 | |
Ir. Insannul Kamil, M.Eng, Ph.D, IPU, ASEAN Eng |
Ir (UNAND); M.Eng (TUT, Jepang); Ph.D (UTM, Malaysia); IPU (PII); ASEAN Eng. (AER) |
0022116706 | Engineering Management System | Facility and Asset Management, Performance Engineering, Geo Information and Real Estate, Sustainable Construction and Infrastructure |
| 4 | |
Ir. Taufik, ST, MT* |
ST (ITB); MT (ITB); Ir. (UNAND) |
0015076810 | Manufacturing System | Manufacturing System, Maintainance System |
| 5 | |
Prof. Henmaidi, ST, M.Eng.Sc, Ph.D |
ST (UNAND); M.Eng.Sc (UNSW, Australia); Ph.D (UNSW, Australia) |
0020057009 | Logistics and Supply Chain System | Manufacturing Management, Industrial Management, Inventory Management, Supply Chain Management |
| 6 | |
Asmuliardi Muluk, ST, MT* |
ST (ITB); MT (ITB) | 0006057104 | Engineering Management System | Business Intelligence, Data Mining, Information System, Knowledged Management, AI |
| 7 | |
Wisnel ST, M.Sc* |
ST (UI); MSc (University of Bradford, UK) |
0017116810 | Engineering Management System | System Modeling and Simulation |
| 8 | ![]() |
Ikhwan Arief, ST, M.Sc* |
ST (UNAND); MSc (The University of Birmingham, UK) |
0009017206 | Engineering Management System | Information systems, Knowledge management, Manufacturing engineering and management |
| 9 | |
Prof. Dr. Ir. Rika Ampuh Hadiguna, ST, MT, IPU, ASEAN Eng |
ST (USU); MT (ITS); Dr. (IPB); Ir (UNAND); IPU (PII); ASEAN Eng. (AER) |
0023077311 | Logistics and Supply Chain System | Logistics Engineering & System |
| 10 | |
Eri Wirdianto, ST, M.Sc |
ST (USU); MSc (University of Bradford, UK) |
0021097306 | Logistics and Supply Chain System | Simulation and Optimisation |
| 11 | ![]() |
Dr. Alexie Herryandie Bronto Adi, SP, MT |
Dr (IPB); SP (IPB); MT (ITS) | 0010076505 | Logistics and Supply Chain System | Logistics and Supply Chain System |
| 12 | |
Dr. Eng. Desto Jumeno, ST, MT |
ST (ITB); MT (ITB); Dr. Eng (TUT, Jepang) |
0018127602 | Human Factor Engineering (Ergonomics) | Ergonomics |
| 13 | ![]() |
Ir. Reinny Patrisina, ST, MT, Ph.D |
ST (UNAND); MT (ITB); Ph.D (PSU, Thailand); Ir (UNAND) |
0002107606 | Logistics and Supply Chain System | Humanitarian logistics, Supply chain, System modeling, Facility layout, Disaster management |
| 14 | |
Prof. Ir. Nilda Tri Putri, ST, MT, Ph.D, IPU, ASEAN Eng |
ST (UNAND); MT (ITB); Ph.D (UTM, Malaysia); Ir (UNAND); IPU (PII); ASEAN Eng. (AER); |
0016077705 | Manufacturing System | Quality engineering, Total quality management, Lean manufacturing, Performance management, Food safety management |
| 15 | |
Dr. Alfadhlani, ST, MT |
ST (UNAND); MT (ITB); Dr. (ITB) |
0012017504 | Manufacturing System | Assembly Planning, Disaster Logistics, Integrated Production and Inventory Control, Performance Management |
| 16 | |
Ir. Elita Amrina, ST, M.Eng, Ph.D, IPU, ASEAN Eng |
ST (UNAND); M.Eng (UTM, Malaysia); Ph.D (UTM, Malaysia); Ir (UNAND); IPU (PII); ASEAN Eng. (AER); |
0026017707 | Manufacturing System | Sustainable Manufacturing, Lean Manufacturing, Manufacturing Performance, Multi Criteria Decision Making |
| 17 | |
Difana Meilani, ST, MISD |
ST (UNAND); MISD (HAN University, Belanda) |
0025058004 | Engineering Management System | Supply chain management, Optimization |
| 18 | |
Dr. Eng. Ir. Dicky Fatrias, ST, M.Eng (Associate Professor/Lektor Kepala) |
ST (UNAND); M.Eng (TUT, Jepang); Dr. Eng (TUT, Jepang); Ir. (UNAND) |
0005018105 | Logistics and Supply Chain System | MCDM methods and analysis, Fuzzy decision making, Supply chain management |
| 19 | |
Dr. Eng. Lusi Susanti, ST, M.Eng |
ST (UNAND); M.Eng (TUT, Jepang); Dr. Eng (TUT, Jepang) |
0015087605 | Human Factor Engineering (Ergonomics) | Ergonomics, Human Thermal Environment, Energy Consumption Behavior |
| 20 | ![]() |
Ir. Jonrinaldi, ST, MT, Ph.D, IPU, ASEAN Eng, ESLog |
ST (UNAND); MT (ITB); Ph.D (University of Exeter, UK); Ir. (UNAND); IPU (PII); ASEAN Eng. (AER); ESLog (ELA) |
0026027705 | Logistics and Supply Chain System |
Reverse Logistics, Inventory System and Management, Manufacturing Suppy Chain Modelling and Optimization |
| 21 | |
Ir. Hilma Raimona Zadry, ST, M.Eng, Ph.D |
ST (ITB); M.Eng (UTM, Malaysia); Ph.D (UM, Malaysia); Ir (UNAND); |
0014068003 | Human Factor Engineering (Ergonomics) | Ergonomics, Work System Design, TQM |
| 22 | |
Prof. Ir. Feri Afrinaldi, ST, M.Eng, Ph.D |
ST (UNAND); M.Eng (UTM, Malaysia); Ph.D (Texas Tech University, USA); Ir. (UNAND) |
0020098203 | Manufacturing System | Sustainable Manufacturing |
| 23 | |
Yumi Meuthia, ST, MT |
ST (UNAND); MT (UI) | 0013048003 | Engineering Management System | Engineering Management |
| 24 | |
Dr. Eng. Ardhian Agung Yulianto, S.Kom, MT, |
S.Kom (STMIK); MT (ITB); Dr.Eng (Kanazawa University, Jepang) |
0025077809 | Engineering Management System | Business Intelligence, Data Science and Analytics, Data Warehouse, Database, Virtual Reality |
| 25 | |
Dr. Ir. Dina Rahmayanti, ST, M.Eng |
ST (UNAND); M.Eng (UTM, Malaysia); Dr (UNAND); Ir (UNAND); |
0007058502 | Logistics and Supply Chain System | Logistics and Supply Chain |
| 26 | |
Dr. Ir. Prima Fithri, ST, MT, IPM |
ST (UNAND); MT (UI); Dr (UNAND); Ir. (UNAND); IPM (PII) |
0028058503 | Engineering Management System | Innovation Management, Product Planning and Development, Marketing Management, Safety and Health Management |
| 27 | |
Ir. Armijal, ST, M.Eng |
ST (USU); M.Eng (University of South Australia); Ir. (UNAND) |
0015128908 | Manufacturing System | Life Cycle Assessment (LCA), Cleaner Production, Data Analysis, |
| 28 |
|
Ir. Ashila Nurul Huda, ST, MT |
ST (UNAND); MT (ITB); Ir. (UNAND) |
9156774675230213 | Human Factor Engineering (Ergonomics) | Ergonomics, Work System Design, Occupational Health and Safety, Usability Engineering |
| 29 | |
Ir. Rahmad Inca Liperda, ST, M.Eng |
ST (UNAND); M.Eng (THAILAND); Ir. (UNAND) |
9653770671130292 | Logistics and Supply Chain System | Sustainable Logistics and Supply Chain |
| 30 | |
Ir. Hary Fandeli, ST, MT |
ST (UNAND); MT (UNAND); Ir. (UNAND) |
1024069301 | Engineering Management System | Engineering Management, Sustainability |
| 31 | |
Fidruzal Fahlevi, ST, MT |
ST (ITB); MT (ITB) | 1935777678130122 | Engineering Management System | Engineering Management, Process Business, Lean Manufacturing |
Ket:
(*) sedang menjalani pendidikan doktoral (S3)
Statistik kualifikasi pendidikan staf pengajar/dosen tetap Departemen Teknik Industri adalah sebagai berikut:
1. Pendidikan Magister (S2) : 7 orang (23%)
2. Pendidikan Doktor (S3) : 19 orang (61%)
3. Sedang pendidikan Doktor : 5 orang (16%)
Statistik kualifikasi jenjang akademik staf pengajar/dosen tetap Departemen Teknik Industri adalah sebagai berikut:
1. Guru Besar : 5 orang (16%)
2. Lektor Kepala : 15 orang (48%)
3. Lektor : 7 orang (23%)
4. Asisten Ahli : 4 orang (13%)
Staf Pengajar/ Dosen Purna Bakti Departemen Teknik Industri Universitas Andalas (per Januari 2025):
Alm. Ir. Bakri Bakar
Ir. Afri Adnan, MTProdi Teknik Industri Universitas Adzkia - Website: https://ti.adzkia.ac.id/