Multi-Mode Active Suspension Control Based on a Genetic K-Means Clustering Linear Quadratic Algorithm

Multi-Mode Active Suspension Control Based on a Genetic K-Means Clustering Linear Quadratic Algorithm

The traditional Linear quadratic regulator (LQR) control algorithm depends too much on expert experience during the selection of weighting coefficients. To solve this problem, we proposed a Genetic K-means clustering Linear quadratic (GKL) algorithm. Firstly, a 2-DOF 1/4 vehicle model and road input...

Full description

Bibliographic Details
Main Authors:	Kun Wu, Jiang Liu, Min Li, Jianze Liu, Yushun Wang
Format:	Article
Language:	English
Published:	MDPI AG 2021-11-01
Series:	Applied Sciences
Subjects:	active suspension machine learning LQR control K-means clustering genetic algorithm
Online Access:	https://www.mdpi.com/2076-3417/11/21/10493

Similar Items

Linear Quadratic Optimal Control with the Finite State for Suspension System
by: Qidi Fu, et al.
Published: (2023-01-01)

Neural-Assisted Synthesis of a Linear Quadratic Controller for Applications in Active Suspension Systems of Wheeled Vehicles
by: Mateusz Kozek, et al.
Published: (2023-02-01)

Control of Quarter-Car Active Suspension System Based on Optimized Fuzzy Linear Quadratic Regulator Control Method
by: Tayfun Abut, et al.
Published: (2023-07-01)

An adaptive K-Means Clustering Algorithm and its Application to Face Recognition
by: N. Rajeswari, et al.
Published: (2010-01-01)

K-Means and Alternative Clustering Methods in Modern Power Systems
by: Seyed Mahdi Miraftabzadeh, et al.
Published: (2023-01-01)

CLUSTERING OF EARTHQUAKE RISK IN INDONESIA USING K-MEDOIDS AND K-MEANS ALGORITHMS
by: Isna Hidayatur Rifa, et al.
Published: (2020-12-01)

Unsupervised K-Means Clustering Algorithm
by: Kristina P. Sinaga, et al.
Published: (2020-01-01)

Penerapan Metode K-Means Untuk Clustering Mahasiswa Berdasarkan Nilai Akademik Dengan Weka Interface Studi Kasus Pada Jurusan Teknik Informatika UMM Magelang
by: Asroni Asroni, et al.
Published: (2016-01-01)

Co-Clustering Ensemble Based on Bilateral K-Means Algorithm
by: Hui Yang, et al.
Published: (2020-01-01)

Optimization of the linear quadratic regulator (LQR) control quarter car suspension system using genetic algorithm
by: Mahesh Nagarkar, et al.
Published: (2016-01-01)

A Systematic review of K-means Algorithm Improvement Research for Data Clustering
by: Elham Yalveh, et al.
Published: (2021-12-01)

RSKC: An R Package for a Robust and Sparse K-Means Clustering Algorithm
by: Yumi Kondo, et al.
Published: (2016-08-01)

Metode Elbow dalam Optimasi Jumlah Cluster pada K-Means Clustering
by: Nadia Annisa Maori, et al.
Published: (2023-11-01)

Soil data clustering by using K-means and fuzzy K-means algorithm
by: E. Hot, et al.
Published: (2016-06-01)

Coordinated Compensation Between Active and Semi-Active Actuators for Suspension Control System
by: Yonghwan Jeong, et al.
Published: (2022-01-01)

K-Means Algorithm Analysis for Election Cluster Prediction
by: Sri Ngudi Wahyuni, et al.
Published: (2023-01-01)

Metode Boost-K-means untuk Clustering Puskesmas berdasarkan Persentase Bayi yang Diimunisasi
by: Ahmad Irfan Abdullah, et al.
Published: (2020-11-01)

Implementasi KD-Tree K-Means Clustering untuk Klasterisasi Dokumen
by: Eric Budiman Gosno, et al.
Published: (2013-09-01)

Enhanced Firefly-K-Means Clustering with Adaptive Mutation and Central Limit Theorem for Automatic Clustering of High-Dimensional Datasets
by: Abiodun M. Ikotun, et al.
Published: (2022-11-01)

Profiling Academic Library Patrons using K-means and X-means Clustering
by: Aisyah Larasati, et al.
Published: (2019-12-01)

Suspension System Control Process for Buses with In-Wheel Motors
by: Mohamed Belrzaeg, et al.
Published: (2023-01-01)

K-Means and Fuzzy based Hybrid Clustering Algorithm for WSN
by: Basavaraj M. Angadi, et al.
Published: (2023-11-01)

Football Pitch Condition Analysis Based on k-Means Clustering
by: Héctor Eduardo Ugarte Rojas, et al.
Published: (2022-07-01)

Hybrid Particle Swarm Optimization Genetic LQR Controller for Active Suspension
by: Weipeng Zhao, et al.
Published: (2023-07-01)

Clustering Productive Palm Land using the K- Means Clustering Algorithm
by: Geofanny Widianto Sihite, et al.
Published: (2023-12-01)

A DATA ANALYSIS OF THE IMPACT OF NATURAL DISASTER USING K-MEANS CLUSTERING ALGORITHM
by: Prihandoko Prihandoko, et al.
Published: (2016-12-01)

An Improved NSGA-III Algorithm Using Genetic K-Means Clustering Algorithm
by: Qingguo Liu, et al.
Published: (2019-01-01)

Improved normalization and standardization techniques for higher purity in K-means clustering
by: Dalatu, Paul Inuwa, et al.
Published: (2016)

On K-means clustering-based approach for DDBSs design
by: Ali A. Amer
Published: (2020-05-01)

Turbid of Water By Using Fuzzy C- Means and Hard K- Means
by: Rand Muhaned Fawzi, et al.
Published: (2020-09-01)

Using K-Means Clustering in Python with Periodic Boundary Conditions
by: Alicja Miniak-Górecka, et al.
Published: (2022-06-01)

The k-means clustering technique: General considerations and implementation in Mathematica
by: Laurence Morissette, et al.
Published: (2013-02-01)

On the Geodesic Distance in Shapes K-means Clustering
by: Stefano Antonio Gattone, et al.
Published: (2018-08-01)

K-Means Clustering in Determining the Category of Stock Items In Angkasa Mart
by: Roki Hardianto, et al.
Published: (2022-06-01)

Analisis Pengelompokan Peraturan Kementerian dengan Menggunakan K-Means Clustering
by: Resistania Anggita Putri, et al.
Published: (2020-05-01)

Application of K-Means Algorithm for Cluster Analysis on Poverty of Provinces in Indonesia
by: Albert V. Dian Sano, et al.
Published: (2016-06-01)

Fuzzy K-Means Using Non-Linear S-Distance
by: Aditya Karlekar, et al.
Published: (2019-01-01)

The comparison of k-means and k-medoids algorithms for clustering the spread of the covid-19 outbreak in Indonesia
by: Wargijono Utomo
Published: (2021-04-01)

K-Means-Based Nature-Inspired Metaheuristic Algorithms for Automatic Data Clustering Problems: Recent Advances and Future Directions
by: Abiodun M. Ikotun, et al.
Published: (2021-11-01)

K-Means Algorithm Implementation for Project Health Clustering
by: Ajeng Arifa Chantika Rindu, et al.
Published: (2023-09-01)