A Data-Mining Approach for Input-Output Table: A Case Study of Mechanical Equipment Manufacturing Industry in China

2009 ◽  
Author(s):  
Ying Zhang ◽  
Weilai Huang ◽  
Quan Zhou
Keyword(s):  
Data Mining ◽  
Manufacturing Industry ◽  
Mechanical Equipment ◽  
Input Output ◽  
Output Table ◽  
Data Mining Approach ◽  
Equipment Manufacturing ◽  
Equipment Manufacturing Industry

scholarly journals Optimization of Lead Time through Genetic Algorithm: A Case Study of Equipment Manufacturing Industry

2021 ◽  
Vol 9 ◽  
Author(s):  
Qasim Rehman Siddiqui ◽  
◽  
Muhammad Shafiq ◽  
Keyword(s):  
Genetic Algorithm ◽  
Lead Time ◽  
Manufacturing Industry ◽  
Sensitivity Analyses ◽  
Proposed Model ◽  
Timely Completion ◽  
Equipment Manufacturing ◽  
Equipment Manufacturing Industry ◽  
The Impact

This study aims at optimizing lead time through effective management of resources in an equipment manufacturing industry to ensure timely completion of the projects. The concept of “project crashing” was implemented to identify potential activities at production line of conventional two-roller machines. The developed model is optimized using modified Genetic Algorithm (GA). The results showed that the proposed model enabled to deliver products as per schedule without increasing planned cost. Sensitivity analyses were also conducted to find out the impact of various process parameters. From analyses, it was found that the proposed model facilitate the manufacturer in delivering the products at specified time with increasing the planned cost.

Grey relation analysis of 4S service pilot in high-end equipment manufacturing industry

2021 ◽  
pp. 1-13
Author(s):  
Chunyue Xiao ◽  
Jian Sun
Keyword(s):  
Manufacturing Industry ◽  
Relevant Literature ◽  
Competitive Advantages ◽  
Product Model ◽  
Model Framework ◽  
Manufacturing Enterprises ◽  
Customer Interaction ◽  
Cooperative Production ◽  
Equipment Manufacturing ◽  
Equipment Manufacturing Industry

Servitization has a significant impact on the upgrading and reform of the equipment manufacturing industry. From the perspective of application of high-end servitization theory in business practice of equipment manufacturing industry, based on the review of relevant literature, this paper analyzes the concept of integration delay strategy mechanism of cooperative production between enterprises and customers, and thus constructs the theoretical model framework of 4S service pilot high-end equipment manufacturing product-customer interaction experience. With the Liaoning equipment manufacturing industry as a case for quantitative analysis, the feasibility of using delay strategy in the 4S service pilot program is demonstrated, and the three-stage development plan of Liaoning 4S service pilot is outlined. The results show that: At present, in the trend of servitization of China’s equipment manufacturing enterprises, 4S service pilot high-end manufacturing product model enables equipment manufacturing enterprises to delay production time and produce according to customer orders, improve service efficiency and optimize resource allocation, and help enterprises to obtain new exclusive competitive advantages.

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