Article Per Year (5 Year)
p-Index From 2021 - 2026
3.405
P-Index
This Author published in this journals
All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control) Journal of Innovation and Applied Technology Jurnal Pangan dan Agroindustri Indonesian Food Science and TechnologyJournal Sebatik TEKNOLOGI PANGAN : Media Informasi dan Komunikasi Ilmiah Teknologi Pertanian Advances in Food Science, Sustainable Agriculture and Agroindustrial Engineering (AFSSAAE) Community Empowerment Tri Dharma Mandiri: Diseminasi dan Hilirisasi Riset Kepada Masyarakat (Jurnal Pengabdian Kepada Masyarakat) JAPI: Jurnal Akses Pengabdian Indonesia
Setyawan, Hendrix Yulis
Universitas Brawijaya
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Economics, Econometrics & Finance Education Engineering Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Mechanical Engineering Nursing Public Health Social Sciences Other

Published : 21 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 21 Documents
Search

 1   2   3 
System dynamics control simulation for sustainability of Indonesia’s cocoa supply chain Imam Santoso; Dodyk Pranowo; Hendrix Yulis Setyawan; Izzum Wafi'uddin; Naila Maulidina Lu'ayya; Annisa'u Choirun
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 24, No 2: April 2026
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v24i2.27509

Abstract

Indonesia’s cocoa sector faces challenges in greenhouse gas emissions and smallholder income volatility. This study develops a system dynamics model to simulate the interrelationship between carbon emissions and economic performance across the cocoa value chain, identify leverage points, and evaluate alternative policy scenarios. The model integrates environmental and economic variables into dynamic feedback structures, enabling scenario-based assessment of intervention strategies. Five scenarios were simulated: composting cocoa waste increased farmer income by 2% and reduced farm-level emissions from 0.43 to 0.303 kg CO₂-eq/kg (29.79% total reduction); biogas conversion raised income by 13.56% and reduced emissions by 11%; converting cocoa waste into animal feed slightly increased income by 0.23% while cutting emissions by 58.6%; combining composting with improved transport efficiency reduced emissions by 14%; and integrating composting, logistics optimization, and government-supported input subsidies yielded the highest performance, with a 13.50% income increase and a 70% emission reduction. These results demonstrate that integrated, system-based interventions can enhance both economic resilience and environmental sustainability. The system dynamics model provides policymakers and supply chain actors with actionable insights for designing effective, climate-aligned strategies in Indonesia’s cocoa industry.
Co-Authors Aby Dea Admir Addion Nizori Afifa, Lana Izzatul Afifah Ulfah Afifal, Lana Izzatul Agus Pratama, Andhika Putra Alfi Ayuning Nur Kurniasari Amelia Amelia Amelia, Ridla Andan Linggar Rucitra Annisa'u Choirun Aris Subagiyo Aris Subagyo Arya Nugraha Hananto Austria, Cesar Oliver Azimmatul Ihwah Azwar Lahusin Bambang Susilo Basir Noho Beauty Suestining Diyah Dewanti Budi Waluyo Choirun, Annisa'u Damayanti, Devi Dwi Dhita Morita Ikasari Djatmiko Bagus Wibowo Dodyk Pranowo Eka Wahyu Belianna Elviliana, Elviliana Elya Mufidah Erekso Hadiwijoyo Erina Permata Puteri Yuscandra Essa Noer Bhakty Mulia Fadia, Fitri Dwi Fahmi Akbar Yuliansyah Fanani, Muchammad Firdausiyah, Nailah Gatot Ciptadi Harki Himawan Hendro Risdianto I Kadek Olin Adi Wiguna Idrus, Syazwani Ika Atsari Dewi Ikhtiarini, Nur Imam Santoso Irnia Nurika Irwan Bempah Ita Triesna Ariy Izzum Wafi'uddin Jung, Young Hoon Kette, Arlindo Umbu Saki KIKI FIBRIANTO Luthfiyah, Mayla Ainayya Maharsih, Inggit Kresna Maimunah Hindun Pulungan Masruri Masruri Mega Permata Nareswari Melville, Lynsey Merlya, Merlya Mingming Zhu Mohammad Fatoni Putrafardani Muchlisiyah, Jhauharotul Muhammad Arwani Muhammad Bagaskara Wiratirta Muhammad Syukur Sarfat Nafi'ah, Riris Waladatun Naila Maulidina Lu'ayya Nimas Mayang Sabrina Sunyoto, Nimas Mayang Sabrina Novia Lusiana Nugroho, Dimas Aditiya Nugroho, Gabryna Aluliya Nur Lailatul Rahmah Panji Deoranto Prayer Immanuel Nicolaus Silaban Putri, Inka Salsa Karina Rachmad Pratama Fauzi Riska Ayu Lestari Rizki Putra Samudra Rizki Putra Samudra Rohma, Novita Ainur Roy Ardy Colas Napitupulu Sabrina Sunyoto, Nimas Mayang Sahrial Sahrial Shafira, Dhea Aura Bening Simon Azriel Napitupulu Siti Lailatus Sa’adah Sri Suhartini Sukardi Sukardi Sunaryo Sunaryo Suryanegara, Lisman Susinggih Wijana Susiolo, Bambang Wafa Nida Faida Azra Widya FATRIASARI Wijayanti, Karlina Wiryawan, Adam Yudin Yudiawan Maksum Yulius, Nathanael Avriel Yusron Sugiarto Zhijian Wan