Search Results - automation machinery learning algorithm based on (genetic OR genetics) algorithms

A novel deep learning-based 1D-CNN-optimized GRU approach for heart disease prediction

Authors: Jini Mol G. Ajith Bosco Raj T.

Source: Automatika, Vol 66, Iss 1, Pp 79-90 (2025)

Subject Terms: 1D-CNN, genetic algorithm (GA), optimized GRU (OGRU), SMOTE-ENN, Control engineering systems. Automatic machinery (General), TJ212-225, Automation, T59.5

File Description: electronic resource

Relation: https://doaj.org/toc/0005-1144; https://doaj.org/toc/1848-3380

Access URL: https://doaj.org/article/f0ca2a0189ee4810b9f4232cda2a060a

Enhancing Fault Detection in CNC Machinery: A Deep Learning and Genetic Algorithm Approach.

Authors: Mbilong, Paul Menounga Aarab, Zineb Belouadha, Fatima-Zahra et al.

Source: Ingénierie des Systèmes d'Information. Oct2023, Vol. 28 Issue 5, p1361-1375. 15p.

Subject Terms: MACHINE learning, GENETIC algorithms, DEEP learning, MONITORING of machinery, CONVOLUTIONAL neural networks, NUMERICAL control of machine tools

Company/Entity: UNIVERSITY of Michigan

Machine learning-based optimization of geometrical accuracy in wire cut drilling.

Authors: Ghasempour-Mouziraji, Mehran Hosseinzadeh, Morteza Hajimiri, Hossein et al.

Source: International Journal of Advanced Manufacturing Technology. Dec2022, Vol. 123 Issue 11/12, p4265-4276. 12p. 4 Color Photographs, 5 Diagrams, 8 Charts.

Subject Terms: *AUTOMATION, *CUTTING machines, *GENETIC algorithms, *MACHINING, *MACHINERY, *MACHINE learning

基于遗传算法优化 Canny 算子的织绣文物纹样抽取方法研究. (Chinese)

Alternate Title: Research on the extraction method of woven and embroidered artifacts' patterns based on genetic algorithm optimization of Canny operator. (English)

Authors: 张 宇 张 健 齐 林

Source: Journal of Silk; 2024, Vol. 61 Issue 6, p1-12, 12p

Intelligent Monitoring System for Deep Foundation Pit Based on Digital Twin.

Authors: Pan, Peng Sun, Shuo-Hui Feng, Jie-Xun et al.

Source: Buildings (2075-5309); Feb2025, Vol. 15 Issue 3, p366, 24p

Subject Terms: BUILDING foundations, OPTIMIZATION algorithms, BORED piles, ELASTIC modulus, DIGITAL twin

Predictive Maintenance of Mining Machinery Using Machine Learning Approaches

Authors: Taghizadeh Vahed, Amir Ghodrati, Behzad Demirel, Nuray et al.

Source: Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019). :1242-1246

Subject Terms: Maintenance, Machine learning, k-nearest neighbors, Multi-layer perceptron, Radial basis function, Genetic algorithm, Drift och underhållsteknik, Operation and Maintenance

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-85882

Next‐Generation Vaccines for Co‐Circulating PEDV and TGEV: Integrating Nucleic Acid Platforms, Mucosal Delivery, and AI–Driven Antigen Design.

Authors: Hu, Xiaojun Wang, Zhenshan Wang, Shen et al.

Source: Transboundary & Emerging Diseases. 12/4/2025, Vol. 2025, p1-26. 26p.

RESEARCH ON FLOW SHOP SCHEDULING METHOD BASED ON CO-EVOLUTIONARY ALGORITHM.

Authors: Junhui Song Hua Xie Zhenzhen Xia

Source: Academic Journal of Manufacturing Engineering; 2019, Vol. 17 Issue 1, p126-131, 6p

Subject Terms: FLOW shop scheduling, SIMULATED annealing, GENETIC algorithms, ALGORITHMS, EVOLUTIONARY algorithms, CONSUMPTION (Economics)

基于遗传算法的重载车轨耦合 动力学模型校正. (Chinese)

Alternate Title: Correction of heavy haul vehicle-track coupling dynamic model based on genetic algorithm. (English)

Authors: 曹源 王雯婧 宿帅 et al.

Source: Journal of Railway Science & Engineering; Aug2025, Vol. 22 Issue 8, p3481-3492, 12p

Subject Terms: OPTIMIZATION algorithms, GENETIC models, DYNAMIC models, SIMULATION methods & models, GENETIC algorithms

基于遗传算法的四足机器人腿部八杆机构优化设计. (Chinese)

Alternate Title: Optimization design of quadruped robot's eight-bar leg mechanism based on genetic algorithm. (English)

Authors: 申会鹏 韩春阳 李春光 et al.

Source: Journal of Mechanical & Electrical Engineering; Sep2025, Vol. 42 Issue 9, p1747-1758, 12p

Subject Terms: GENETIC algorithms, MULTI-objective optimization, ENERGY consumption, QUADRUPEDALISM, KINEMATICS, OPTIMIZATION algorithms, COMPUTER simulation

Random forest grid fault prediction based on genetic algorithm optimization.

Authors: Liu, Kai Gu, Yingcheng Tang, Lei et al.

Source: Frontiers in Physics; 2025, p1-10, 10p

Subject Terms: RANDOM forest algorithms, SUPPORT vector machines, ELECTRIC power distribution grids, GENETIC models, PREDICTION models

Multi-Objective Optimization Technology for Building Energy-Saving Renovation Strategy based on Genetic Algorithm.

Authors: Shuibo Deng Lei Lv

Source: Decision Making: Applications in Management & Engineering (DMAME); Oct2024, Vol. 7 Issue 2, p275-293, 19p

Subject Terms: CLUSTERING algorithms, SUSTAINABLE development, ENERGY consumption, MULTI-objective optimization, CARBON emissions, POLYNOMIAL operators, ECOLOGICAL impact, BUILDING repair, POWER resources

Unbalance prediction method of aero-engine saddle rotor based on deep belief networks and GA-BP intelligent learning.

Authors: Wu, Huilin Sun, Chuanzhi Lu, Qing et al.

Source: Journal of Intelligent Manufacturing; Apr2025, Vol. 36 Issue 4, p2829-2840, 12p

Subject Terms: STANDARD deviations, BACK propagation, ARTIFICIAL intelligence, INFORMATION networks, IMAGE processing

Research on comprehensive optimisation of AGVs scheduling at intelligent express distribution centres based on improved GA.

Authors: Tian, Shuaihui Huangfu, Chengyang Deng, Xueping

Source: Journal of the Operational Research Society; Oct2024, Vol. 75 Issue 10, p1875-1892, 18p

Subject Terms: GENETIC algorithms, AUTOMATED planning & scheduling, AUTOMATED guided vehicle systems, PRODUCTION scheduling, ENTROPY

Task-unit based trajectory generation for excavators utilizing expert operator skills.

Authors: Feng, Chenlong Shen, Yuying Wang, Jixin et al.

Source: Automation in Construction. Feb2024, Vol. 158, pN.PAG-N.PAG. 1p.

Subject Terms: *GAUSSIAN mixture models, *EXCAVATING machinery, *GENETIC algorithms

Genetic Algorithm–Based Multiobjective Optimization for 3D Printable Design of a Double-Shell Lunar Habitat Structure.

Authors: Chen, Quanyao Gao, Yuyue Ding, Lieyun et al.

Source: Journal of Aerospace Engineering; Nov2023, Vol. 36 Issue 6, p1-20, 20p

Subject Terms: LUNAR exploration, HABITATS, GENETIC algorithms, EXTREME environments

Recognition, Processing, and Detection of Sensor Fault Signal Based on Genetic Algorithm.

Authors: Wang, Wei

Source: Journal of Sensors; 4/13/2022, p1-8, 8p

Subject Terms: ANT algorithms, WAVELET transforms, GENETIC algorithms, NUMERICAL functions, SIMULATED annealing, FAST Fourier transforms, SOFT computing, SIGNAL processing

A Summary of PID Control Algorithms Based on AI-Enabled Embedded Systems.

Authors: Zhou, Yi

Source: Security & Communication Networks; 4/23/2022, p1-7, 7p

Subject Terms: ANT algorithms, MANUFACTURING processes, INTELLIGENT control systems, ALGORITHMS, ADAPTIVE control systems, PREDICTIVE control systems, GENETIC algorithms, PID controllers

Production Scheduling Optimization during Thermoforming of Ring Forgings Based on Genetic Algorithms.

Authors: Chen, Yizhe Xie, Beichen Ma, Huijuan et al.

Source: Metals (2075-4701); Oct2022, Vol. 12 Issue 10, p1631-N.PAG, 17p

Subject Terms: GENETIC algorithms, PRODUCTION scheduling, THERMOFORMING, FURNACES, ENERGY consumption, GENETIC models

META-HEURISTIC APPROACH BASED ON GENETIC AND GREEDY ALGORITHMS TO SOLVE FLEXIBLE JOB-SHOP SCHEDULING PROBLEM.

Authors: REZAEIPANAH, AMIN SARHANGNIA, FARIBA ABDOLLAHI, MOHAMMAD JAVAD

Source: Computer Science; 2021, Vol. 22 Issue 4, p463-488, 26p

Subject Terms: PRODUCTION scheduling, GREEDY algorithms, GENETIC algorithms, MANUFACTURING processes, MANUFACTURING cells, ALGORITHMS