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Journal : Andalasian International Journal of Applied Science, Engineering, and Technology

Hybrid Model of Fuzzy Logic and Genetic Algorithm for Product Assembly Sequence Optimization Novi Deswinda; Rika Ampuh Hadiguna; Nikorn Sirivongpaisal
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 4 No. 1 (2024): March 2024
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v4i1.104

Abstract

The sequence of product assembly affects the efficiency and effectiveness of production because it reduces cycle time and production costs and reduces production errors. The application of artificial intelligence is growing to optimize the problem of assembly sequences of components or products, including genetic algorithms and fuzzy logic. These two models can complement each other to produce the best assembly sequence. This research consists of several stages: model formulation, model analysis, solution, and model verification and validation. A hybrid fuzzy and genetic algorithms model can optimize product assembly sequences more effectively and efficiently. Fuzzy logic can help determine the variables that must be optimized, while genetic algorithms can help find the optimal solution by combining these variables. Experiments using hybrid fuzzy logic and genetic algorithms to minimize assembly cycle time have resulted in product part assembly sequences that accommodate all geometric constraints, including assistive devices.
A Review of the Application of the Nearly Zero Energy Building Concept in Different Climates Akbar, Fajril; Nazir, Refdinal; Ampuh Hadiguna, Rika
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 3 No. 3 (2023): November 2023
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v3i3.91

Abstract

The building sector consumes about 30% of the world's primary energy demand. Conventionally, reducing building energy consumption is done through energy saving or energy conservation activities. Nearly zero energy building (nZEB) itself can be defined as a provision that implies a value of energy consumption that is as low as possible or an energy-efficient building, then determines the energy source that is able to meet these energy needs. These strategies can generally be done with passive design, active design, and comprehensive energy management approaches [6]. This article presents an overview of the implementation of nZEB and finds out the shortcomings in terms of strategies and techniques used for different types of buildings and climates. Given the differences in climate and building characteristics, we found that each region has different challenges in applying the nZEB concept.
A Review of the Application of the Nearly Zero Energy Building Concept in Different Climates Akbar, Fajril; Nazir, Refdinal; Ampuh Hadiguna, Rika
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 3 No. 3 (2023): November 2023
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v3i3.91

Abstract

The building sector consumes about 30% of the world's primary energy demand. Conventionally, reducing building energy consumption is done through energy saving or energy conservation activities. Nearly zero energy building (nZEB) itself can be defined as a provision that implies a value of energy consumption that is as low as possible or an energy-efficient building, then determines the energy source that is able to meet these energy needs. These strategies can generally be done with passive design, active design, and comprehensive energy management approaches [6]. This article presents an overview of the implementation of nZEB and finds out the shortcomings in terms of strategies and techniques used for different types of buildings and climates. Given the differences in climate and building characteristics, we found that each region has different challenges in applying the nZEB concept.
Hybrid Model of Fuzzy Logic and Genetic Algorithm for Product Assembly Sequence Optimization Deswinda, Novi; Hadiguna, Rika Ampuh; Sirivongpaisal, Nikorn
Andalasian International Journal of Applied Science, Engineering and Technology Vol. 4 No. 1 (2024): March 2024
Publisher : LPPM Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/aijaset.v4i1.104

Abstract

The sequence of product assembly affects the efficiency and effectiveness of production because it reduces cycle time and production costs and reduces production errors. The application of artificial intelligence is growing to optimize the problem of assembly sequences of components or products, including genetic algorithms and fuzzy logic. These two models can complement each other to produce the best assembly sequence. This research consists of several stages: model formulation, model analysis, solution, and model verification and validation. A hybrid fuzzy and genetic algorithms model can optimize product assembly sequences more effectively and efficiently. Fuzzy logic can help determine the variables that must be optimized, while genetic algorithms can help find the optimal solution by combining these variables. Experiments using hybrid fuzzy logic and genetic algorithms to minimize assembly cycle time have resulted in product part assembly sequences that accommodate all geometric constraints, including assistive devices.
Co-Authors - Afrizal A. Heri Iswanto Afri Adnan Afrinaldi, Feri Afrizal Afrizal Agus Sutanto Agus Wibowo Agus Wibowo Agus Wibowo Ahmad Syafruddin Akbar, Ricky Al Fajri Alexie Herryandie Alfadhlani Algifari, Arif Alizar Hasan Amrina, Elita Andrew Kurniawan Vadreas Anugrah, Ibnu Arham, Aulia Asmuliardi Muluk Astiena, Adila Kasni Aulia Rahman AZIZAH, NURUL QOLBI EL AZMI, AZMI Azmi, Azmi B.A, Alexie Herryandie Berry Yuliandra Budi Rahmadya Cahyadi, Tedy Agung Dedet Deperiky Dedy Irfan Des Indri Prihantony Desto Jumeno Deswinda, Novi Dicky Fatrias Difana Meilani Dina Rahmayanti Elita Amrina Eri Wirdianto Fadilla Azmi Faisal Ashar Fajril Akbar Farida Yani Firwan Tan Fitri Nauli Ghani Arrasyid Zulkarnaen Gunarif Taib Hafizah Hanim Hanalde Andre Hardiansyah Hardiansyah Hardisman Hariselmi Hariselmi Henmaidi Henmaidi Henmaidi Henmaidi Henmaidi Henmaidi, - Henmaidi, Henmaidi Hermiza Mardesci Hilma Raimona Zadry Honesti, Dea Humala Napitupulu Ikhwan Arief Imansuri, Febriza Imelda Yunita Indrapriyatna, Ahmad Syafruddin Insannul Kamil, Insannul Irfan Suliansyah Jonrinaldi Kamil, Insannul Kimberly Febrina Kodrat Lady Lisya Lady Lisya Laksono, Heru Dibyo Lee, Tzong-Ru (Jiun-Shen) Leffy Hermalena Lusi Susanti Luthvina, Ridha Machfud Machfud Machfud Machfud Malikul Mulki Nasni Marimin , Marimin Marimin Marisa, Julia Masruri Masruri Masruri Masruri Masruri, - Meilizar, Meilizar Meilizar, Meilizar Melinda Noer Mia Monasari Mia Monasari Muhammad Arif Muhammad Arif Muhammad Faisal Muhammad Ruhul Muluk, Asmuliardi Nadia Yefika Nesti, Lisa Nikorn Sirivongpaisal Nilda Tri Putri Nofialdi, Nofialdi Nofialdi, Nofialdi Nofirza, Nofirza Novi Deswinda Novizar Nazir Ophiyandri, Taufika Ophiyandri, Taufika Patrisina, Reinny Patrisina, Rienny Pattasang Pattasang Prihantony, Des Indri Prima Fithri Putra, Havis Dwi Putra, Yocky Syaida Adha Putri, Ratna Effiliani RAHMAT SYAHNI Rahmi Ramadhany Rakha Satya Idsan Ramadhany, Rahmi Ranny Medola Putri Ratna Effiliani Putri Refdinal Nazir reinny patrisina Ridha Luthvina Rika Ernawati Rima Semiarty Rudy Fernandez Ruhul, Muhammad Ruri Kurnia Ruri Kurnia, Ruri Sabda Alfath Salsabila, Syafira Sandra Melly Santosa Santosa Santosa Santosa Santosa Santosa Santosa Santosa Satria, Trinda Farhan Siregar, Rahmad Syukur Sirivongpaisal, Nikorn Suci Oktri Viarani Suci Oktri Viarani, Suci Oktri Sukaria Sinulingga Sukma Nirad, Dwi Welly Syari Rahma Yanti Tanjung, Lailatul Syifa Taufik Taufik Taufik Taufik Trisna Mesra Trisna Mesra, Trisna Wahyudi Winny Zilkhalida Hadi Wisnel Wisnel Yani, Farida Zulqa, Rahma