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Energy efficiency in discrete-manufacturing systems: Insights, trends, and control strategies
C Ocampo-Martinez - Journal of Manufacturing Systems, 2019 - Elsevier
Since the depletion of fossil energy sources, rising energy prices, and governmental
regulation restrictions, the current manufacturing industry is shifting towards more efficient …
regulation restrictions, the current manufacturing industry is shifting towards more efficient …
A novel attention-based long short term memory and fully connected neutral network approach for production energy consumption prediction under complex working …
Continuously growing demands due to the predictable faults or abnormal events of the
flexible production line are becoming a challenge to easily cause the energy waste, which …
flexible production line are becoming a challenge to easily cause the energy waste, which …
Energy sustainability in operations: an optimization study
In recent years, energy sustainability has attracted increasing attention from scholars, policy
makers, and practitioners. However, in practical competitiveness, companies also have to …
makers, and practitioners. However, in practical competitiveness, companies also have to …
Identification of machine learning relevant energy and resource manufacturing efficiency levers
H Ekwaro-Osire, D Bode, KD Thoben, JH Ohlendorf - Sustainability, 2022 - mdpi.com
Machine learning (ML) can be a valuable tool for discovering opportunities to save energy
and resources in manufacturing systems. However, the hype around ML in the context of …
and resources in manufacturing systems. However, the hype around ML in the context of …
Modeling drying-energy consumption in automotive painting line based on ANN and MLR for real-time prediction
S Ma, Z Jiang, W Liu - International Journal of Precision Engineering and …, 2019 - Springer
By taking energy awareness and efficiency into consideration, this research applies multiple
linear regression (MLR) models and artificial neural networks (ANNs) for predicting the real …
linear regression (MLR) models and artificial neural networks (ANNs) for predicting the real …
Simulation modelling and analysis of a production line
Production lines modelling has many problems that are difficult to be solved using analytical
solutions, due to uncertainty and/or variability in variables and parameters. This paper is …
solutions, due to uncertainty and/or variability in variables and parameters. This paper is …
Sustainability enhancement of a turbine vane manufacturing cell through digital simulation-based design
Modern manufacturing systems should satisfy emerging needs related to sustainable
development. The design of sustainable manufacturing systems can be valuably supported …
development. The design of sustainable manufacturing systems can be valuably supported …
Energy-Efficient Semiconductor Manufacturing: Establishing an Ecological Operating Curve
Latest governmental policies aim to mitigate the carbon impact on climate and accelerate
the transition towards carbon neutrality by imposing stronger regulations for companies. The …
the transition towards carbon neutrality by imposing stronger regulations for companies. The …
Flexible sustainable manufacturing via decision support simulation: a case study approach
KT Shibin, A Gunasekaran, R Dubey - Sustainable Production and …, 2017 - Elsevier
The main purpose of this article is to illustrate a decision support system for the redesign of
an existing assembly facility in an automotive factory for new product introduction in a …
an existing assembly facility in an automotive factory for new product introduction in a …
SimEvents-based discrete-event simulation modelling and performance analysis for dynamic job-shop manufacturing system
The present paper deals with the application of discrete-event simulation (DES) to develop
simulation model for dynamic job-shop manufacturing system (DJMS). In the present time …
simulation model for dynamic job-shop manufacturing system (DJMS). In the present time …