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Development of an AI-Enhanced Refill Station Model for Sustainable Packaging in the FMCG Sector

  • Abdullah Bilal Kibar
  • , Aleyna Nur Erarslanoğlu*
  • , Ferhan Çebi
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Istanbul Technical University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıHakemli

Özet

This project addresses the environmental challenges posed by single-use plastic packaging in the Fast-Moving Consumer Goods (FMCG) sector, focusing on the Turkish laundry detergent market. It proposes the implementation of “Refill on the Go” stations, enabling consumers to refill reusable containers in partnership with supermarkets and retail chains. The project integrates AI and machine learning technologies to optimize station operations, predict demand, and personalize user experiences. Algorithms are used to monitor stock levels, forecast refilling needs, and analyze consumer behavior patterns based on transactional data, enabling dynamic pricing and targeted promotions. Through a comprehensive literature review, market analysis, fieldwork, and customer segmentation, the project demonstrates both environmental and economic viability. Consumer surveys indicate strong interest in sustainable, affordable, and convenient solutions. The refill model aligns with EU circular economy goals and UN Sustainable Development Goals by reducing plastic waste, promoting behavioral change, and supporting data-driven decision-making for long-term impact.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıAI-Driven Production with Green Sustainability - Selected Papers from ISPR2025
EditörlerNuman M. Durakbasa, Hatice Camgöz Akdag, Kemal Güven Gülen
YayınlayanSpringer Science and Business Media Deutschland GmbH
Sayfalar67-74
Sayfa sayısı8
ISBN (Basılı)9783032227836
DOI'lar
Yayın durumuYayınlandı - 2026
EtkinlikInternational Symposium for Production Research, ISPR 2025 - Istanbul, Türkiye
Süre: 9 Eki 202511 Eki 2025

Yayın serisi

AdıLecture Notes in Mechanical Engineering
ISSN (Basılı)2195-4356
ISSN (Elektronik)2195-4364

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???event.eventtypes.event.conference???International Symposium for Production Research, ISPR 2025
Ülke/BölgeTürkiye
ŞehirIstanbul
Periyot9/10/2511/10/25

Bibliyografik not

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2026.

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