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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) J@TI (TEKNIK INDUSTRI) OPSI SITEKIN: Jurnal Sains, Teknologi dan Industri Sinergi agriTECH Jurnal Ilmiah Teknik Industri OPERATION EXCELLENCE: Journal of Applied Industrial Engineering PENELITIAN DAN KARYA ILMIAH Panggung Jurnal Sistem dan Manajemen Industri Seminar Nasional Teknologi Informasi Komunikasi dan Industri Jurnal SOLMA International Journal of Supply Chain Management INFOMATEK: Jurnal Informatika, Manajemen dan Teknologi Jurnal Ilmiah Teknik Industri Abdimas Universal Yumary: Jurnal Pengabdian kepada Masyarakat JURNAL PENELITIAN DAN KARYA ILMIAH LEMBAGA PENELITIAN UNIVERSITAS TRISAKTI Jurnal Riset Teknik Industri Jurnal Pengabdian Mandiri JURNAL AGROINDUSTRI HALAL Jurnal Penelitian dan Karya Ilmiah Lembaga Penelitian Universitas Trisakti JUARA: JURNAL WAHANA ABDIMAS SEJAHTERA JURNAL TEKNIK INDUSTRI JURNAL ABDI MASYARAKAT INDONESIA (JAMIN) Panggung Spektrum Industri
Winnie Septiani
Universitas Trisakti
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Journal : agriTECH

 1 
Rancangan Model Performansi Risiko Rantai Pasok Agroindustri Susu dengan Menggunakan Pendekatan Logika Fuzzy Winnie Septiani; Taufik Djatna
agriTECH Vol 35, No 1 (2015)
Publisher : Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (257.21 KB) | DOI: 10.22146/agritech.9423

Abstract

The critical point of performance and risk supply chain in a dairy product agro-industries was found in the product’s perishable characteristics. Bacterial and antibiotic contaminations have been identified as the major risks. This risks arise from a series of activities strarting from farms, cooperatives and Milk Processing Industry that will affect the entire supply chain performance. This paper aimed to design performance and risk supply chain model for agroindustrial dairy product supply chain risks by using Fuzzy Associative Memories (FAMS) approach. The approach is used to translate a quantity that is expressed using the language (linguistic). The fuzzy logic system provides four basic elements, namely : (i) rule base; (ii) inference engine; (iii) fuzzification; (iv) defuzzification. There are three proposed components in the model, namely : (i) performance profile; (ii) risk profile and (iii) risk exposure, which were expressed in time, cost and quality. The initial stage began with the analysis of invetible exposure risk exposure, including analysis of environmental and configuration characteristics, as well as dairy agro-industries supply chain. The second stage was analysis of evitable exposure risk, while the third stage was to change, risk exposure into time, cost and quality performance units. The second stage generateds risk magnitude of risk as a function of probability and severity, the two value that were measured with Fuzzy Associative Memories (FAMS). The Model, therefore  showed the  impact of emerging risks damage to the agro-industry supply chain, which could be measured and be minimized in order to improve the robustnesss of the supply chain.ABSTRAKTitik kritis dari performansi dan risiko rantai pasok agroindustri susu terletak pada karakteristik produknya yang mudah rusak. Risiko tertinggi yang teridentifikasi pada rantai ini adalah risiko susu terkontaminasi bakteri dan antibiotik. Risiko ini muncul dari rangkaian aktivitas yang terjadi mulai dari peternakan, koperasi dan Industri Pengolahan Susu (IPS) yang akan mempengaruhi performasi rantai pasok keseluruhan. Paper ini bertujuan untuk merancang model performansi dan risiko rantai pasok agroindustri susu dengan menggunakan pendekatan Fuzzy Assosiated Memories (FAMs). Logika fuzzy digunakan untuk menerjemahkan suatu besaran yang diekspresikan menggunakan bahasa (linguistic). Secara umum dalam sistem logika fuzzy terdapat empat buah elemen dasar, yaitu: basis kaidah (rule base), mekanisme pengambilan keputusan (inference engine), proses fuzzifikasi (fuzzification) dan proses defuzzifikasi (defuzzification). Ada tiga komponen yang dipertimbangkan dalam rancangan model yaitu profil performansi, profil risiko dan eksposur risiko dalam ukuran waktu, biaya dan kualitas. Tahap pertama dimulai dengan menganalisis eksposur risiko yang tidak terhindarkan yang meliputi analisis karakteristik lingkungan dan konfigurasi serta karakteristik rantai pasok agroindustri susu. Tahap kedua adalah menganalisis eksposure risiko yang dapat dihindari. Tahap ketiga adalah mengubah eksposur risiko ke dalam ukuran performansi waktu, biaya dan kualitas. Pada tahap kedua dihasilkan magnitude risiko, yang merupakan fungsi dari nilai probabilitas dan severity yang dilakukan dengan menggunakan Fuzzy Assosiated Memories (FAMs).Dengan model ini diharapkan dampak kerusakan dari risiko yang muncul pada rantai pasok agroindustri susu dapat terukur dan dapat diminimasi sehingga dapat meningkatkan ketangguhan (robustnes) dari rantai pasok.
Co-Authors A.A. Ketut Agung Cahyawan W Achmad Noerkhaerin Putra Adi Sucipto, Adi Adiatmaja, Novianto Hary Agung Hananto Alkatiri, Mush’ab Syakieb Andakara Edo Wardhana Annisa Dewi Akbari, Annisa Dewi Anwar Martua Pasaribu Ardiansyah, Dino Astri Rinanti Astrin Ega Dahana Audinia Angraeni Bambang Cholis Benediktus Prayoga Wijayanto Benza Hadi Perdana Brata, Ewaldo Dedy Sugiarto Dewayana, Triwulandari Satitidjati Dian Mardi Safitri Didien Suhardini Dino Ardiansyah Dorina Hetharia Dorina Hetharia Elfira Febriani Harahap Emelia Sari Ewaldo Brata Fachrul, Melati Feuranita Faradilla, Arnes Farhan, Mhd. Andi Fitria Helmanila Garamba, Niscaya Filijomasi Harahap, Elfira Febriani Hartini Harumi Yuniarti Hendrawan, Diana Irvindiaty Heni Hindayanti I Nyoman Larry Julianto Idriwal Mayusda Ika Wahyu Utami Indah Permata Sari Ischak, Mohammad Ivanna Ivanna Iveline Anne Marie Johnson Saragih Kansa, Syafa Khairunnisa, Minda KHOMSIYAH Liesbetini Haditjaroko Lukmanul Hakim Lukmanul Hakim M. Syamsul Maarif Marimin , Martino Luis Melati Ferianita Fachrul Melati Feuranita Fachrul Minarti, Astari Minda Khairunnisa Mohammad Ischak Nataya Charoonsri Rizani Nazaruddin Nazaruddin Nora Azmi Nora Azmi Novia Rahmawati Pudji Astuti PUDJI ASTUTI Ratna Mira Yojana Ratnaningsih Ruhiyat Richy Wijaya Rico Bramandita Sabhira, Chintya Salwa Sally Cahyati Samy Natsir Alwinny Satriyo Maulana Sucipto Adi Suwiryo Suryana, Yunita Friscillia Taufik Djatna Theodora, Tania Tjhwa Endang Djuana Triwulandari S Dewayana, Triwulandari S Triwulandari Satitidjati Dewayana Triwulandari Satitidjati Dewayana Triwulandari Satitidjati Dwiyana Triwulandari SD, Triwulandari Utami, Nur Aulia Wahyuni, Annisa Tri Wegig Murwonugroho Yandra Arkeman Yogi Setyawan Yojana, Ratna Mira