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

Research on Efficiency Improvement Technology of Wide Range Centrifugal Pump Based on Genetic Algorithm and Internal Flow Loss Diagnosis.

Authors: Liu, Zhenbo Ji, Leilei Pu, Wei et al.

Source: Water (20734441); Dec2024, Vol. 16 Issue 23, p3402, 28p

Subject Terms: PRODUCTION losses, ROTATING machinery, GENETIC algorithms, CENTRIFUGAL pumps, ROTATIONAL motion, MECHANICAL energy

Abnormal Detection and Fault Diagnosis of Adjustment Hydraulic Servomotor Based on Genetic Algorithm to Optimize Support Vector Data Description with Negative Samples and One-Dimensional Convolutional Neural Network

Authors: Xukang Yang Anqi Jiang Wanlu Jiang et al.

Source: Machines, Vol 12, Iss 6, p 368 (2024)

Subject Terms: adjustment hydraulic servomotor, fault detection, fault diagnosis, genetic algorithm, support vector data description, one-dimensional convolutional neural networks, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1702/12/6/368; https://doaj.org/toc/2075-1702

Access URL: https://doaj.org/article/53c2c28d089542728eefe2d4c29e2835

Physics‐Based Human‐in‐the‐Loop Machine Learning Combined with Genetic Algorithm Search for Multicriteria Optimization: Electrochemical CO2 Reduction Reaction

Authors: Naohiro Fujinuma Samuel E. Lofland

Source: Advanced Intelligent Systems, Vol 5, Iss 5, Pp n/a-n/a (2023)

Subject Terms: carbon dioxide reduction reaction, correlation analyses, genetic algorithms, machine learning, SHapley Additive exPlanations, Computer engineering. Computer hardware, TK7885-7895, Control engineering systems. Automatic machinery (General), TJ212-225

File Description: electronic resource

Relation: https://doaj.org/toc/2640-4567

Access URL: https://doaj.org/article/a276dc412fe24f4085557a914382bc89

Multi-Voyage Path Planning for River Crab Aquaculture Feeding Boats.

Authors: Sun, Yueping Guo, Peixuan Wang, Yantong et al.

Source: Fishes (MDPI AG). Aug2025, Vol. 10 Issue 8, p420. 27p.

Subject Terms: *GENETIC algorithms, *REINFORCEMENT learning, *FRESHWATER crabs, *ROBOTIC path planning, *MATHEMATICAL optimization, *MARICULTURE, *OBSTACLE avoidance (Robotics)

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

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

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

Design Optimization of Steering Mechanisms for Articulated Off-Road Vehicles Based on Genetic Algorithms.

Authors: Zhou, Chen Liu, Xinhui Xu, Feixiang

Source: Algorithms; Feb2018, Vol. 11 Issue 2, p22, 13p

Subject Terms: GENETIC algorithms, STEERING gear, OFF-road vehicles, EVOLUTIONARY algorithms, LEARNING classifier systems

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

A clustering-aided multi-agent deep reinforcement learning for multi-objective parallel batch processing machines scheduling in semiconductor manufacturing

Authors: Peng Zhang Mengyu Jin Ming Wang et al.

Source: Measurement + Control, Vol 58 (2025)

Subject Terms: Control engineering systems. Automatic machinery (General), TJ212-225, Technology (General), T1-995

File Description: electronic resource

Relation: https://doaj.org/toc/0020-2940

Access URL: https://doaj.org/article/3035953ce3c7462bbe79970cb38ea0e8

Application of programming methods for control of fluctuations in electric power systems and networks.

Alternate Title: Застосування методів програмування для керування коливаннями в електроенергетичних системах і мережах. (Ukrainian)

Authors: Abdyldaev, Rysbek Murzakulov, Nurkul Abdullaeva, Almagul et al.

Source: Machinery & Energetics; 2025, Vol. 16 Issue 2, p70-82, 13p

Subject Terms: ELECTRIC power system stability, PARTICLE swarm optimization, ELECTRIC power system control, RENEWABLE energy source management, RENEWABLE energy sources

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

Gender identification of chicks using vocalisation signals, artificial intelligence and machine learning techniques: current status and future prospects.

Authors: Kannan, A. Basu, Joyanta Roy, Rajib et al.

Source: World's Poultry Science Journal. Mar2025, Vol. 81 Issue 1, p87-102. 16p.

Deep learning in water protection of resources, environment, and ecology: achievement and challenges.

Authors: Fu X Jiang J Wu X et al.

Source: Environmental science and pollution research international [Environ Sci Pollut Res Int] 2024 Feb; Vol. 31 (10), pp. 14503-14536. Date of Electronic Publication: 2024 Feb 02.

Publication Type: Journal Article; Review

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9441769 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1614-7499 (Electronic) Linking ISSN: 09441344 NLM ISO Abbreviation: Environ Sci Pollut Res Int Subsets: MEDLINE

MeSH Terms: Deep Learning*, Ecology ; Water Pollution/prevention & control ; Algorithms ; Water Resources

Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning

Authors: Wei (Wayne) Chen Rachel Sun Doksoo Lee et al.

Source: Advanced Intelligent Systems, Vol 7, Iss 6, Pp n/a-n/a (2025)

Subject Terms: functional responses, generative design, interpretable machine learning, inverse design, metamaterials, Computer engineering. Computer hardware, TK7885-7895, Control engineering systems. Automatic machinery (General), TJ212-225

File Description: electronic resource

Relation: https://doaj.org/toc/2640-4567

Access URL: https://doaj.org/article/167af797d8594616b2f3a967e86667b0

Comprehensive Planning of Laboratory Equipment Based on Genetic Algorithms.

Authors: Mi, Tiantian

Source: Computational Intelligence & Neuroscience; 9/12/2022, p1-11, 11p

Subject Terms: LABORATORY equipment & supplies, POLYNOMIAL time algorithms, ALGORITHMS, HEURISTIC algorithms, COMBINATORIAL optimization, GENETIC 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

Research on the Photovoltaic MPPT Method Based on Improved BP-SVM-ELM Combination Prediction

Authors: DAI Bowang ZHAO Xianggui ZHU Qiliang

Source: Kongzhi Yu Xinxi Jishu, Vol 36, Pp 44-49 (2019)

Subject Terms: photovoltaic power generation, maximum power point tracking, combination prediction, genetic algorithm, neural networks, support vector machine, extreme learning machine, Control engineering systems. Automatic machinery (General), TJ212-225, Technology

File Description: electronic resource

Relation: http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2019.01.009; https://doaj.org/toc/2096-5427

Access URL: https://doaj.org/article/f61d244560f74a2f9fc281a657d03854

Prediction of Stem Cell State Using Cell Image‐Based Deep Learning

Authors: Minjae Kim Yong Namkung Donghun Hyun et al.

Source: Advanced Intelligent Systems, Vol 5, Iss 7, Pp n/a-n/a (2023)

Subject Terms: cell culture, cell morphology, convolutional neural networks, deep learning, prediction, stem cells, Computer engineering. Computer hardware, TK7885-7895, Control engineering systems. Automatic machinery (General), TJ212-225

File Description: electronic resource

Relation: https://doaj.org/toc/2640-4567

Access URL: https://doaj.org/article/d5345520286e4fccb2ef003283444480

Dual Neural Network Framework with SPICE Integration for Fast and Accurate Transistor Modeling

Authors: Rodion Novkin Hussam Amrouch

Source: Advanced Intelligent Systems, Vol 7, Iss 10, Pp n/a-n/a (2025)

Subject Terms: circuit simulation, design technology co‐optimization, machine learning, neural network, transistor compact model, Computer engineering. Computer hardware, TK7885-7895, Control engineering systems. Automatic machinery (General), TJ212-225

File Description: electronic resource

Relation: https://doaj.org/toc/2640-4567

Access URL: https://doaj.org/article/edeea3d843ea467a8358720f7a8c905c