Evaluation of the Contribution of Model Factories to Productivity with Multi-Criteria Decision Making Method: Application of Learn & Transform Program

Ali Sevinç

Makale detayları

Evaluation of the Contribution of Model Factories to Productivity with Multi-Criteria Decision Making Method: Application of Learn & Transform Program

Yazarlar:

Ali Sevinç

Yayıncı:

Duzce University

Ana Başlıklar:

Makine Öğrenme (Diğer)

Dergi:

Düzce Üniversitesi Bilim ve Teknoloji Dergisi Vol.13 Issue 2, pp.1005-1021

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

İngilizce

Document ID (Org No.):

2001346584

pISSN:

2148-2446

Anahtar kelimeler:

Özet:

 Model factory offers a wide range of training and consultancy services, including experiential learning techniques on continuous improvement, lean production, and digital transformation for businesses in the manufacturing sector. The Industry 4.0 approach guides the design of these applied trainings and consultancy services, which aim to significantly boost enterprises productivity levels. Ten provinces in Türkiye have established model factories since 2015. One of them is the Ankara Chamber of Industry ACI model factory. The aim of this study is to examine the benefits of the companies participating in Learn  Transform Program of the ACI model factory. To evaluate the benefit of the companies participating in the Learn  Transform Program, the number of employees, the production increase rate as a result of the Learn  Transform Program, and the return on investment periods were examined using the WASPAS method. We ranked the participating companies in the program from the highest benefit to the lowest. According to this ranking, F12 was the firm that provided the highest benefit, F2 ranked second, and F6 ranked third. The first-ranked company was determined to be the one that participated in the Learn  Transform Program, and provided the highest benefit among these companies. The last ranked firm, F18, was considered to be the least benefited firm. This analysis gives the model factory managers, experts, and business managers the opportunity to evaluate the Learn  Transform Program.

 Model factory offers a wide range of training and consultancy services, including experiential learning techniques on continuous improvement, lean production, and digital transformation for businesses in the manufacturing sector. The Industry 4.0 approach guides the design of these applied trainings and consultancy services, which aim to significantly boost enterprises productivity levels. Ten provinces in Türkiye have established model factories since 2015. One of them is the Ankara Chamber of Industry ACI model factory. The aim of this study is to examine the benefits of the companies participating in Learn  Transform Program of the ACI model factory. To evaluate the benefit of the companies participating in the Learn  Transform Program, the number of employees, the production increase rate as a result of the Learn  Transform Program, and the return on investment periods were examined using the WASPAS method. We ranked the participating companies in the program from the highest benefit to the lowest. According to this ranking, F12 was the firm that provided the highest benefit, F2 ranked second, and F6 ranked third. The first-ranked company was determined to be the one that participated in the Learn  Transform Program, and provided the highest benefit among these companies. The last ranked firm, F18, was considered to be the least benefited firm. This analysis gives the model factory managers, experts, and business managers the opportunity to evaluate the Learn  Transform Program.

 Model factory offers a wide range of training and consultancy services, including experiential learning techniques on continuous improvement, lean production, and digital transformation for businesses in the manufacturing sector. The Industry 4.0 approach guides the design of these applied trainings and consultancy services, which aim to significantly boost enterprises productivity levels. Ten provinces in Türkiye have established model factories since 2015. One of them is the Ankara Chamber of Industry ACI model factory. The aim of this study is to examine the benefits of the companies participating in Learn  Transform Program of the ACI model factory. To evaluate the benefit of the companies participating in the Learn  Transform Program, the number of employees, the production increase rate as a result of the Learn  Transform Program, and the return on investment periods were examined using the WASPAS method. We ranked the participating companies in the program from the highest benefit to the lowest. According to this ranking, F12 was the firm that provided the highest benefit, F2 ranked second, and F6 ranked third. The first-ranked company was determined to be the one that participated in the Learn  Transform Program, and provided the highest benefit among these companies. The last ranked firm, F18, was considered to be the least benefited firm. This analysis gives the model factory managers, experts, and business managers the opportunity to evaluate the Learn  Transform Program.

 Model Fabrikalar, üretim sektöründeki işletmeler için sürekli iyileştirme, yalın üretim ve dijital dönüşüm konularında deneyimsel öğrenme tekniklerini içeren geniş kapsamlı eğitim ve danışmanlık hizmetleri sunmaktadır. Bu uygulamalı eğitimler ve danışmanlık hizmetleri, Endüstri 4.0 yaklaşımına uygun olarak tasarlanmış olup, işletmelerin verimlilik düzeylerini önemli ölçüde artırmayı hedeflemektedir. Türkiyede 2015 yılından itibaren on ilde model fabrika kurulmuştur. Bunlardan biri Ankara Sanayi Odası ASO model fabrikadır. Bu çalışmanın amacı, Ankara Sanayi Odası ASO model fabrika Öğren-Dönüş programına katılan firmaların programdan elde ettikleri fayda durumunu incelemektir. Öğren-Dönüş programına katılan işletmelerin programdan fayda durumunu değerlendirmek amacıyla, çalışan sayısı, Öğren-Dönüş programı sonucundaki üretim artış oranı ve yatırımın geri dönüş süreleri WASPAS yöntemi kullanılarak incelenmiştir. Programa katılan firmalar arasında en yüksek faydayı sağlayan firmadan en düşüğe doğru bir sıralama yapılmıştır. Bu sıralamaya göre en yüksek fayda sağlayan F12 firması, ikinci sırada F2 ve üçüncü sırada F6 firması yer almıştır. Birinci sıradaki firma, Öğren-Dönüş programına katılan ve bu firmalar arasında en fazla fayda sağlayan firma olarak belirlenmiştir. Son sıradaki firma ise F18 nolu firma, en az fayda gören firma olarak olduğu değerlendirilmiştir. Bu analiz, model fabrika yönetici, uzmanlarına ve işletme yöneticilerine Öğren-Dönüş programı hakkında değerlendirme yapma imkânı vermektedir.

Makale detayları

Evaluation of the Contribution of Model Factories to Productivity with Multi-Criteria Decision Making Method: Application of Learn & Transform Program

Yazarlar:

Ali Sevinç

Yayıncı:

Duzce University

Ana Başlıklar:

Makine Öğrenme (Diğer)

Dergi:

Düzce Üniversitesi Bilim ve Teknoloji Dergisi Vol.13 Issue 2, pp.1005-1021

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

İngilizce

Document ID (Org No.):

2001346584

pISSN:

2148-2446

WASPAS method

Multi-Criteria decision making

Model factory

Learn & Transform programWASPAS yöntemi

Çok kriterli karar verme

Model fabrika

Öğren-Dönüş programı

Sayı

Makale detayları

Yazarlar: Ali Sevinç

Yayıncı: Duzce University

Ana Başlıklar: Makine Öğrenme (Diğer)

Dergi: Düzce Üniversitesi Bilim ve Teknoloji Dergisi Vol.13 Issue 2, pp.1005-1021

Belge Tipi: Makale

Yayın Tarihi: 4/2025

Belge Dili: İngilizce

Document ID (Org No.): 2001346584

pISSN: 2148-2446

Sayı

Yazarlar:

Ali Sevinç

Yayıncı:

Duzce University

Ana Başlıklar:

Makine Öğrenme (Diğer)

Dergi:

Düzce Üniversitesi Bilim ve Teknoloji Dergisi Vol.13 Issue 2, pp.1005-1021

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

İngilizce

Document ID (Org No.):

2001346584

pISSN:

2148-2446