Integrating fuzzy case-based reasoning, parametric and feature-based cost estimation methods for machining process

Kasie, Fentahun Moges; Bright, Glen

doi:10.1108/jm2-05-2020-0123

Cited by 7 publications

(27 citation statements)

References 69 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…eory of Analytic Hierarchy Process. Fuzzy analytic hierarchy process can be used to quantify the evaluation index, and the model can provide the basis for choosing the optimal scheme, so it has been widely used [5,6].…”

Section: Relatedmentioning

confidence: 99%

See 1 more Smart Citation

Application of Fuzzy Analytic Hierarchy Process in the Quality Monitoring and Evaluation of College Teachers and the Construction of Index System

Shi

2022

Security and Communication Networks

View full text Add to dashboard Cite

In view of the relevant problems existing in the faculty of colleges and universities, in order to further analyze the deficiencies existing in the quality monitoring and index system of the faculty of colleges and universities. Based on the method and theory of fuzzy analytic hierarchy process, this study evaluates the quality monitoring results of university teachers, and researches the establishment of the index system of university teachers. The results show that k of different parameters increases slowly at first and then tends to be stable with the increase of iteration time. However, different parameters show different variation relations at higher iteration time. When k is 15, it can be used for targeted analysis of model index CR1. It can be seen from the weight analysis chart of quality monitoring of college teachers that the highest proportion is work pressure, while the lowest proportion is working environment. The research shows that the work pressure has the greatest influence on the quality monitoring analysis of college teachers. The construction diagram of the index system of college teachers shows that the fuzzy analytic hierarchy process can better reflect the quality system and index system of college teachers. Relevant research results can provide theoretical support for the application of fuzzy analytic hierarchy process in the research of college teachers.

show abstract

Section: Relatedmentioning

confidence: 99%

“…a T RI (a) , (5) where, a j and a T are the correlation coefficients of the calculation formula, and k is the influence parameter of the index. When CR (k) < 0.1, k � 1,2, ..., p, unity is very satisfactory.…”

Section: Hierarchical Analysis Of the Sequence And Data Consistency Testmentioning

confidence: 99%

Application of Fuzzy Analytic Hierarchy Process in the Quality Monitoring and Evaluation of College Teachers and the Construction of Index System

Shi

2022

Security and Communication Networks

View full text Add to dashboard Cite

show abstract

“…These techniques are useful where the cost of constituent variables could be easily identified. A wide range of parametric models is presented in the literature [29]. Like analogous cost estimation techniques, they require historical and past data.…”

Section: Parametric Cost Estimation Techniquesmentioning

confidence: 99%

Cost-Based Decision Support System: A Dynamic Cost Estimation of Key Performance Indicators in Manufacturing

Psarommatis

Danishvar

Mousavi

et al. 2024

IEEE Trans. Eng. Manage.

View full text Add to dashboard Cite

An attempt is made to translate five generic key performance indicators (KPIs) into a continuous real-time cost function in a batch order-based manufacturing environment. The challenge of controlling and optimizing resource utilization, production efficiency, product-process quality, environmental impact, and inventory was specified by microelectronics and hard metal composite manufacturers. The motivation is to facilitate decisionmaking by converting operations management data into dynamic financial cost models. The process of interpreting engineering data of the physical level and operations management level into financial metrics creates a common language between engineers, managers, and financial departments of the company whose common objective is the profitability of the company, each with their own priorities. The proposed method provides a realistic representation of the performance of the system in monetary value. The integration may become an instrument of effective and efficient tactical and strategic collective decision-making. The main outcome is a near real-time formulation and prediction of manufacturing cost with respect to the five KPIs. The resultant cost function is verified according to several production scenarios. The case study demonstrating the proposed cost modeling methodology utilizes real-time and historical information from two different industrial partners in Tungsten metallurgy and electronic circuit manufacturing industries.

show abstract

“…The actions that can be followed in this retrieve process to bring back the same or comparable cases with fresh cases that have just been encountered are problem identification, start matching, and selection [9]. In this reuse procedure, the system will search the database for problems by identifying new problems, and then it will reuse knowledge from previous problems that have comparable characteristics to solve new problems.…”

Section: Case-based Reasoning (Cbr)mentioning

confidence: 99%

Matic motorcycle transmission damage detection system using internet of things-based expert system

Suhadi¹,

Nur²,

Sulistyowati³

et al. 2022

IJEECS

View full text Add to dashboard Cite

The development of the motorcycle industry in Indonesia has developed quite significantly from year to year, the BPS (Central Statistics Agency) noted that in 2019 the number of motorcycle sales reached 106.657.952 units, and the AISI (Indonesian Motorcycle Industry Association) in 2020 the type of scooter (matic) of 2,696,557 units or 87.9%, this automatic type of motorbike is the largest contributor to two-wheeled vehicles and is the favorite type of vehicle for Indonesians. Automatic transmission or what is known as CVT (Continuous Variable Transmission), which is an automatic speed transfer system according to engine speed using a V-belt. In previous research, the use of IoT (Internet of Things) is used as an automatic air quality monitoring control system, air quality conditions can be seen quickly and accurately from the monitor. The goal of this study is to use a vibration sensor and the CBR (Case Based Reasoning) method to solve damage to matic motor components. The results of this study are (a) the case average value is 0,76, (b) the CVT component parameter is 80% the average value is 0,94, (c) the CVT component weight parameter is from 60% the average value is 1,26.

show abstract

Integrating fuzzy case-based reasoning, parametric and feature-based cost estimation methods for machining process

Cited by 7 publications

References 69 publications

Application of Fuzzy Analytic Hierarchy Process in the Quality Monitoring and Evaluation of College Teachers and the Construction of Index System

Application of Fuzzy Analytic Hierarchy Process in the Quality Monitoring and Evaluation of College Teachers and the Construction of Index System

Cost-Based Decision Support System: A Dynamic Cost Estimation of Key Performance Indicators in Manufacturing

Matic motorcycle transmission damage detection system using internet of things-based expert system

Contact Info

Product

Resources

About