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Fast and Lightweight: A real-time parallelizable MPC for embedded systems
期刊论文
EUROPEAN JOURNAL OF CONTROL, 2025, 卷号: 83
作者:
Jiang, Yuning
;
Fedorová, Kristína
;
Su, Junyan
;
Oravec, Juraj
;
Houska, Boris
HTML(62Kb)
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收藏
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浏览/下载:17/0
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提交时间:2025/04/11
C (programming language)
Linear control systems
Open loop control
Open source software
Optimal control systems
Quadratic programming
Affine function
Distributed optimization
Embedded control
Model-predictive control
Multi-parametric optimizations
Open source implementation
Piece-wise
Quadratic programming problems
Real- time
Real-time control
Polyhedral Control Design: Theory and Methods
预印本
2024
作者:
Houska, Boris
;
Mueller, Matthias A.
;
Villanueva, Mario E.
收藏
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浏览/下载:62/0
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提交时间:2025/02/12
Polyhedral Computing
Convex Optimization
Linear Systems
Optimal Control
Robust Control
Model Predictive Control
Design and Control of a Transformable Quadrotor
会议论文
2024 43RD CHINESE CONTROL CONFERENCE (CCC), Kunming, China, 28-31 July 2024
作者:
Bin Hu
;
Xiaocheng Song
;
Zichong Ou
;
Xiaopei Liu
;
Jie Lu
Adobe PDF(303Kb)
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浏览/下载:289/3
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提交时间:2024/09/23
Flight simulators
Maneuverability
Predictive control systems
Structural dynamics
Design and control
Main bodies
Quad rotors
Real applications
Smart phones
Stabiliser
Transformable quadrotor
UAV control
UAV designs
Viewing angle
A Model Predictive Controller with Adaptive Tuning Weights for Energy Management in Fuel Cell Hybrid Electric Vehicles
会议论文
2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC), Chicago, IL, USA, 19-21 June 2024
作者:
Qian Xun
;
Qiuyu Li
;
Hengzhao Yang
Adobe PDF(1604Kb)
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浏览/下载:216/1
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提交时间:2024/08/15
Controllers
Electric machine control
Energy management
Fuel cells
Hybrid vehicles
Predictive control systems
Tuning
Adaptive tuning
Fuel cell hybrid electric vehicles
High costs
Lifespans
Model predictive controllers
Model-predictive control
Objective functions
Optimal weight
Optimal weight adaptation
Vehicle electrifications
Configuration-Constrained Tube MPC
期刊论文
AUTOMATICA, 2024, 卷号: 163
作者:
Villanueva, Mario Eduardo
;
Müller, Matthias A.
;
Houska, Boris
Adobe PDF(997Kb)
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浏览/下载:322/0
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提交时间:2024/02/23
Constrained optimization
Convex optimization
Linear systems
Predictive control systems
Robust control
Tubes (components)
Configuration constraints
Control laws
Convex optimisation
Convex optimization problems
Elastic tubes
Model-predictive control
Multiplicative uncertainty
Robust model predictive control
Tube model
Vertex configurations
Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning control
期刊论文
TRANSPORTATION RESEARCH PART C: EMERGING TECHNOLOGIES, 2024, 卷号: 162
作者:
Wang, Jie
;
Pant, Yash Vardhan
;
Jiang, Zhihao
Adobe PDF(1865Kb)
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浏览/下载:299/2
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提交时间:2024/04/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Gaussian process models
Gaussian Processes
Human-autonomous vehicle interaction
Mixed vehicle platoon
Model-predictive control
Modeling uncertainties
Predictive control strategy
Vehicle interactions
Vehicle platoons
Improving Safety in Mixed Traffic: A Learning-based Model Predictive Control for Autonomous and Human-Driven Vehicle Platooning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 293, 期号: 111673
作者:
Jie Wang
;
Zhihao Jiang
;
Yash Vardhan Pant
Adobe PDF(3290Kb)
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浏览/下载:350/1
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提交时间:2024/03/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Mean square error
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Control strategies
First-principles modeling
Gaussian Processes
Human-driven vehicle
Learning Based Models
Mixed traffic
Mixed-vehicle platooning
Model-predictive control
Public roads
NPC: Neural Predictive Control for Fuel-Efficient Autonomous Trucks
会议论文
ICRA, 2024, Yokohama, Japan, 13-17 May 2024
作者:
Jiaping Ren
;
Jiahao Xiang
;
Hongfei Gao
;
Jinchuan Zhang
;
Yiming Ren
Adobe PDF(3788Kb)
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浏览/下载:207/1
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提交时间:2024/04/08
Automobiles
Freight transportation
Magnetic levitation vehicles
Petroleum transportation
Truck transportation
'current
Accurate modeling
Carbon emissions
Cargo transportation
Control command
Fuel efficiency
Neural-predictive controls
Physical modelling
Predictive control methods
Vehicle's dynamics
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids
期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Qi Li
;
Ye Shi
;
Yuning Jiang
;
Yuanming Shi
;
Haoyu Wang
Adobe PDF(16746Kb)
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浏览/下载:435/53
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提交时间:2024/04/09
Distributionally robust optimization
Wasserstein metric
tube-based stochastic model predictive control
static uncertainty
dynamic uncertainty
smart grid
Configuration-Constrained Tube MPC for Tracking
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Filippo Badalamenti
;
Sampath Kumar Mulagaleti
;
Alberto Bemporad
;
Boris Houska
;
Mario Eduardo Villanueva
Adobe PDF(464Kb)
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收藏
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浏览/下载:456/0
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提交时间:2024/06/11
Asymptotic stability
Constrained optimization
Controllers
Linear systems
Predictive control systems
Robust control
Constrained controls
Linear parameter varying systems
Model-predictive control
Optimal controls
Optimisations
Predictive control
Predictive control for linear system
Symbol
Uncertainty
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