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Full Description
This book consists of selected papers presented at the 25th International Symposium for Production Research (ISPR2025), held from 9 to 11 October 2025 in a hybrid format. The first day took place face-to-face at Istanbul Technical University, Türkiye, with participants and speakers attending in person, while the subsequent days were conducted virtually. The symposium centered on the overarching theme of "AI-Driven Production with Green Sustainability." It was organized by the Society for Production Research, İstanbul Technical University, Türkiye, and TU Wien, Austria. The symposium marks the ninth consecutive year of collaboration between the Society for Production Research, Istanbul, and TU Wien, Austria.
The generic theme of "Industry 4.0" was first adopted at the 2016 symposium and maintained throughout the following eight events in 2017, 2018, 2019, 2020, 2021, 2022, 2023 and 2024, each year incorporating updated perspectives on emerging developments and progress related to this theme.
This year, the conference comes together with the theme "AI-Driven Production with Green Sustainability," emphasizing the transformative role of artificial intelligence in shaping environmentally responsible industrial systems. Within the framework of Industry 5.0, the integration of smart technologies enables more efficient, adaptive, and low-impact production processes. AI supports predictive analytics, optimized resource management, and real-time monitoring, all contributing to reduced emissions and waste. As we advance toward a circular economy, our collective efforts focus on innovations that align technological progress with ecological responsibility, driving sustainable growth across global value chains.
Contents
A Transparent "Glass Box" Framework for Structural Supply Chain Risk Assessment: Leveraging SLMs and LLMs to Integrate ESG, Operational Resilience, and Quality for Manufacturing SMEs.- Responsible AI in Production: Aligning Innovation with Sustainability Goals.- The Bees Algorithm and Its Applications in Remanufacturing.- The Career Success Initiative: Ecologizing Infrastructural Change in Support of Creative Life Improvisations.- Development of an AI-Enhanced Refill Station Model for Sustainable Packaging in the FMCG Sector.- The Impact of Blockchain Technology on Operational Efficiency: The Case of Asset Management Firms.- An Optimized Transformer Based Model for Sentiment Analysis of Customer Interviews in Logistics.- Artificial Intelligence-Supported Weather and Traffic Analysis: Flight Delay Prediction at Istanbul Airport.- Evaluation of CNN and Pre-trained Models in Image-Based PV Panel Defect Identification.- LLM-Driven Harmonization of Semantic Metadata in Data Catalog.- Short-Term Electricity Demand Forecasting Using AI-Based Models for Green and Sustainable Energy Management.- An Integrated Multi-Dimensional Approach for Evaluating Mobile Learning Platforms in Educational Environments.- Applying Machine Learning for Monthly Forecasting of Real Estate Sales to Foreigners in Türkiye.- Retail Sales Forecasting Using Competitor Data: An Extreme Gradient Boosting Model Optimized with Optuna.- SCADA Data Analysis with Decision Trees for Fault Prediction in Wheel Rim Molding.- AI-Integrated Collaborative Robots for Integrated Energy Management Small and Medium-Sized Enterprises.- Between Intuition and Automation: Rethinking Toy Design and Environmentally Sustainable Engagement in the Age of AI.- Comparative Analysis of Manual Solar System Design and PVsyst Outputs for Residential Loads.- Compliance for Cross-Border AI Projects: Managing Personal Data Transfers from the Perspective of Turkish Law.- Mobile Waste Collection Center Location Selection: A Case Study in Yenimahalle, Ankara.- Artificial Intelligence for Industrial Energy Development: Opportunities, Challenges, and
Future Directions.- Digital Twin-Driven Intelligent Manufacturing of Internet of Things, Artificial Intelligent and Machine Learning Integration.- Enhancing Small Cosmetics Businesses with Big Companies Innovations: A Sustainable Productivity and Lean Manufacturing Journey.- Examining Sectoral Differentiation in the Turkish Manufacturing Industry via Cluster Analysis.- Method for Calculating Motor Transport Costs in Military Logistics.- Optimization of Internal Logistics Vehicle Operations in an Electronics Manufacturing Facility.- Post-Earthquake Logistics Planning: A Case Study of the 2023 Kahramanmaraş Earthquake.- The Role of E-Commerce in Reducing Carbon Dioxide (CO₂) Emissions: Toward a
Sustainable Economic Model in Türkiye.- Comparison of FCFS, SPT, MWR, MOR and ORT Scheduling Methods in Semiconductor Manufacturing.- Demonstrating Material Handling Cost Reduction via Cellular Manufacturing in a Symmetrical Hypothetical Layout.
