In this study,in order to solve plant layout problems with the help of Expert (Knowledge-Based) System,an algorithm with a constructive property and a package program are developed.To provide this the Expert System,which were developed,are summarized and also the present systems are taken into consideration from a different angle,an applicable and more systematic algorithms used.In the solution of the problem,a more useful and easier software language which provides less programming efforts (under Excel 7.0 version,Visual-Basic) is used.Also,by establishing an experiment system on hypothetic example,the program is applied and a potential optimism for large scale problems is received.If the application systems are briefly summarized,firstly alternative layouts are established by using pattern allocation,then the best layout is searched among the generated alternative layouts with the help of an algorithm which is developed for heuristic search.As a result with the help of heuristic function and closeness weight which obtains knowledge by using the Knowledge-Based System,the direction of search procedure is determined for the selection of the best layout.
📌 3 Key Takeaways
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Objective & Hypothesis:In this study,in order to solve plant layout problems with the help of Expert (Knowledge-Based) System,an algorithm with a constructive property and a package program are developed.To provide this the Expert System,which were developed,are summarized and also the present systems are taken into consideration from a different angle,an applicable and more systematic algorithms used.In the solution of the problem,a more useful and easier software language which provides less programming efforts (under Excel 7.0 version,Visual-Basic) is used.Also,by establishing an experiment system on hypothetic example,the program is applied and a potential optimism for large scale problems is received.If the application systems are briefly summarized,firstly alternative layouts are established by using pattern allocation,then the best layout is searched among the generated alternative layouts with the help of an algorithm which is developed for heuristic search.As a result with the help of heuristic function and closeness weight which obtains knowledge by using the Knowledge-Based System,the direction of search procedure is determined for the selection of the best layout.
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Key Findings & Data:In this study,in order to solve plant layout problems with the help of Expert (Knowledge-Based) System,an algorithm with a constructive property and a package program are developed.To provide this the Expert System,which were developed,are summarized and also the present systems are taken into consideration from a different angle,an applicable and more systematic algorithms used.In the solution of the problem,a more useful and easier software language which provides less programming efforts (under Excel 7.0 version,Visual-Basic) is used.Also,by establishing an experiment system on hypothetic example,the program is applied and a potential optimism for large scale problems is received.If the application systems are briefly summarized,firstly alternative layouts are established by using pattern allocation,then the best layout is searched among the generated alternative layouts with the help of an algorithm which is developed for heuristic search.As a result with the help of heuristic function and closeness weight which obtains knowledge by using the Knowledge-Based System,the direction of search procedure is determined for the selection of the best layout.
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Conclusion & Impact:In this study,in order to solve plant layout problems with the help of Expert (Knowledge-Based) System,an algorithm with a constructive property and a package program are developed.To provide this the Expert System,which were developed,are summarized and also the present systems are taken into consideration from a different angle,an applicable and more systematic algorithms used.In the solution of the problem,a more useful and easier software language which provides less programming efforts (under Excel 7.0 version,Visual-Basic) is used.Also,by establishing an experiment system on hypothetic example,the program is applied and a potential optimism for large scale problems is received.If the application systems are briefly summarized,firstly alternative layouts are established by using pattern allocation,then the best layout is searched among the generated alternative layouts with the help of an algorithm which is developed for heuristic search.As a result with the help of heuristic function and closeness weight which obtains knowledge by using the Knowledge-Based System,the direction of search procedure is determined for the selection of the best layout.
🔬Design:Research Article
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters
Abstract
In this study,in order to solve plant layout problems with the help of Expert (Knowledge-Based) System,an algorithm with a constructive property and a package program are developed.To provide this the Expert System,which were developed,are summarized and also the present systems are taken into consideration from a different angle,an applicable and more systematic algorithms used.In the solution of the problem,a more useful and easier software language which provides less programming efforts (under Excel 7.0 version,Visual-Basic) is used.Also,by establishing an experiment system on hypothetic example,the program is applied and a potential optimism for large scale problems is received.If the application systems are briefly summarized,firstly alternative layouts are established by using pattern allocation,then the best layout is searched among the generated alternative layouts with the help of an algorithm which is developed for heuristic search.As a result with the help of heuristic function and closeness weight which obtains knowledge by using the Knowledge-Based System,the direction of search procedure is determined for the selection of the best layout.
Özet
Bu çalışmada Tesis Düzenlemesi Problemlerini Uzman (Uzman) Sistem yardımıyla çözebilmek için kurucu (construction) özellikli bir algoritma ve paket program geliştirilmiştir.Bu konuya yönelik geliştirilmiş olan Uzman sistemler hem özetlenmiş,hem de mevcut sistemlere daha farklı bir gözle bakılarak, uygulanabilirlik yönünden daha sistematik bir algoritma kullanılmış ve daha değişik bir dil (Excel 7.0 altında Visual Basic) ile daha az basamaklı,daha kolay ve kullanışlı bir yazılım geliştirilmiştir. Ayrıca ,hipotetik bir örnek üzerinde bir deney sistemi kurularak,yazılım uygulanmış ve daha büyük boyutlu problemler için potansiyel bir iyimserlik elde edilmiştir.Uygulama sistemi kabaca özetlenirse;önce model tahsisi (pattern allocation) kullanılarak,seçenek düzenlemeleri oluşturulmakta,daha sonra sezgisel araştırma için geliştirilen bir algoritma yardımıyla,üretilen seçenek düzenlemeler içinde en iyi (sub-optimal) düzenleme araştırılmakta, sonuçta bir Uzman Sistemi kullanarak bilgi alan sezgisel fonksiyon ve yakınlık ağırlığı yardımı ile düzenlemenin en uygun seçiminde araştırma işleminin yönü belirlenmektedir.
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Cite This Article
TÜRKBEY, O. (2022). Application of an expert system to facility layout. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, Cilt: 13 - Sayı: 1-2, 153–170. https://ajindex.com/articles/524331