A critical review on applications of artificial intelligence in manufacturing
The fourth industrial revolution, Industry 4.0, has brought internet, artificial intelligence (AI),
and machine learning (ML) concepts into manufacturing. There is an immediate need to …
and machine learning (ML) concepts into manufacturing. There is an immediate need to …
An improved genetic algorithm with modified critical path-based searching for integrated process planning and scheduling problem considering automated guided …
Q Liu, C Wang, X Li, L Gao - Journal of Manufacturing Systems, 2023 - Elsevier
Integrated process planning and scheduling (IPPS) can take advantage of the
complementary attributes of process planning and shop scheduling to obtain better …
complementary attributes of process planning and shop scheduling to obtain better …
Integration of process planning and scheduling: a state-of-the-art review
Process planning and scheduling functions strongly influence profitability of manufacturing a
product, resource utilisation and product delivery time. Several researchers have addressed …
product, resource utilisation and product delivery time. Several researchers have addressed …
Multi-agent system and reinforcement learning approach for distributed intelligence in a flexible smart manufacturing system
Personalized production has emerged as a result of the increasing customer demand for
more personalized products. Personalized production systems carry a greater amount of …
more personalized products. Personalized production systems carry a greater amount of …
A two-stage solution method based on NSGA-II for Green Multi-Objective integrated process planning and scheduling in a battery packaging machinery workshop
X Wen, K Wang, H Li, H Sun, H Wang, L ** - Swarm and Evolutionary …, 2021 - Elsevier
Abstract Integrated Process Planning and Scheduling (IPPS) problem is an urgent problem
to be solved in manufacturing system. In green manufacturing mode, there are also some …
to be solved in manufacturing system. In green manufacturing mode, there are also some …
Multi-objective optimisation in flexible assembly job shop scheduling using a distributed ant colony system
S Zhang, X Li, B Zhang, S Wang - European Journal of Operational …, 2020 - Elsevier
This paper studies the production scheduling problem in a flexible manufacturing system
with two adjacent working areas, whose products are incorporated with flexible non-linear …
with two adjacent working areas, whose products are incorporated with flexible non-linear …
An effective hybrid genetic algorithm and variable neighborhood search for integrated process planning and scheduling in a packaging machine workshop
Process planning and scheduling are modeled sequentially in the traditional manufacturing
system. However, because of their complementarity, the increasing need to integrate them …
system. However, because of their complementarity, the increasing need to integrate them …
A modified genetic algorithm with new encoding and decoding methods for integrated process planning and scheduling problem
Q Liu, X Li, L Gao, Y Li - IEEE Transactions on Cybernetics, 2020 - ieeexplore.ieee.org
Due to the complementarity of the process planning and shop scheduling, their integration
can greatly facilitate the development of the intelligent manufacturing system. In the last …
can greatly facilitate the development of the intelligent manufacturing system. In the last …
Dynamic scheduling method for integrated process planning and scheduling problem with machine fault
X Wen, X Lian, Y Qian, Y Zhang, H Wang… - Robotics and Computer …, 2022 - Elsevier
The integration of process planning and job shop scheduling is of great significance to
improve the performance of manufacturing system. Many studies on integrating process …
improve the performance of manufacturing system. Many studies on integrating process …
Improved genetic algorithm based on multi-layer encoding approach for integrated process planning and scheduling problem
X Wen, Y Qian, X Lian, Y Zhang, H Wang… - Robotics and Computer …, 2023 - Elsevier
Integrated process planning and scheduling (IPPS) is of great significance for modern
manufacturing enterprises to achieve high efficiency in manufacturing and maximize …
manufacturing enterprises to achieve high efficiency in manufacturing and maximize …