苏州园区“华为云杯”2023人工智能应用创新大赛(创客)- 🥈第二名
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Updated
Oct 19, 2025 - Python
苏州园区“华为云杯”2023人工智能应用创新大赛(创客)- 🥈第二名
U tipi Montaj Hattı Dengeleme problemi optimizasyonı(Parçacık Sürü Optimizasyonu)
🏭 Sustainable Lean Manufacturing 4.0 Dashboard — Assembly Line Balancing (RPW + Greedy), Energy Waste Analysis, Digital Operator JES, and Scenario Comparison. Built with Streamlit & Plotly.
An interactive Decision Support System for Assembly Line Balancing (ALB). Calculates Takt Time and uses heuristic algorithms to optimize workstation task assignments, minimize balance delay, and maximize line efficiency.
SALBP-1 solver. Linear programming for optimizing the number of workstations
Solver for heuristic method called COMSOAL (computer method for sequencing operations for assembly lines)
Bu proje, Tip-2 Montaj Hattı Dengeleme Problemini (Minimize Cycle Time) çözmeyi amaçlamaktadır. Projede kesin çözüm yöntemi olarak GAMS (MIP), sezgisel çözüm yöntemi olarak ise Python (Tavlama Benzetimi / Simulated Annealing) kullanılmış ve sonuçlar karşılaştırılmıştır.
Assembly Line Balancing, Selection and Assignment, Location Decision, Vehicle Allocation Problems; where MIP approach is used
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