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160 Results Found

  • Article
  • Open Access
9 Citations
4,533 Views
20 Pages

This paper addresses a novel nonlinear algorithm for the trajectory tracking of a planar cable-driven parallel robot. In particular, we outline a nonlinear continuous-time generalized predictive control (NCGPC). The proposed controller design is base...

  • Article
  • Open Access
2 Citations
2,311 Views
15 Pages

27 May 2022

This paper presents a novel robust optimal predictive control approach for a class of nonlinear continuous-time systems perturbed by unknown disturbances. First, a new error state with a linear proportional-integral-differential (PID) structure consi...

  • Article
  • Open Access

IKN-NeuralODE Continuous-Time Modeling Method for Ship Maneuvering Motion

  • Yong-Wei Zhang,
  • Wen-Kai Xia,
  • Ming-Yang Zhu,
  • Xin-Yang Zhang and
  • Jin-Di Liu

Modeling ship maneuvering dynamics presents numerous challenges, including long-term multi-step recursive error accumulation, insufficient generalization under distributed control rates, and high-frequency disturbance amplification effects. Tradition...

  • Article
  • Open Access
10 Citations
5,754 Views
17 Pages

25 February 2018

This article addresses the problem of optimizing electrical power generation using kite power systems (KPSs). KPSs are airborne wind energy systems that aim to harvest the power of strong and steady high-altitude winds. With the aim of maximizing the...

  • Article
  • Open Access
663 Views
18 Pages

18 September 2025

In order to enhance the tracking accuracy and disturbance rejection capability in the speed loop of an optoelectronic tracking servo control system, a parameter self-adjusting disturbance rejection generalized predictive control method (STGPC) based...

  • Article
  • Open Access
16 Citations
4,682 Views
18 Pages

Constant Power Load Stabilization in DC Microgrids Using Continuous-Time Model Predictive Control

  • Youssef Alidrissi,
  • Radouane Ouladsine,
  • Abdellatif Elmouatamid,
  • Rachid Errouissi and
  • Mohamed Bakhouya

Despite its advantages over its AC counterparts, DC microgrids present a lot of challenges. One of these challenges is the instability issues caused by constant power loads (CPLs). CPLs deteriorate the system’s performance due to their incremen...

  • Article
  • Open Access
1,387 Views
27 Pages

3 November 2025

Accurately predicting the long-term behavior of complex dynamical systems is a central challenge for safety-critical applications like autonomous navigation. Mechanistic models are often brittle, relying on difficult-to-measure parameters, while stan...

  • Article
  • Open Access
1 Citations
2,914 Views
17 Pages

13 February 2022

The industrial processes that require the use of the web require a control system which allows for preserving the properties of the web unaltered, avoiding the risk of wrinkling, tearing, breakage and other defects. This control generally takes place...

  • Article
  • Open Access
1 Citations
457 Views
29 Pages

4 December 2025

The basic reproduction number (R0) is an epidemiological metric that represents the average number of new infections caused by a single infectious individual in a completely susceptible population. The methodology for calculating this metric is well-...

  • Article
  • Open Access
2 Citations
2,786 Views
18 Pages

Yaw Rate Prediction and Tilting Feedforward Synchronous Control of Narrow Tilting Vehicle Based on RNN

  • Ruolin Gao,
  • Haitao Li,
  • Ya Wang,
  • Shaobing Xu,
  • Wenjun Wei,
  • Xiao Zhang and
  • Na Li

9 March 2023

The synchronous control of yaw motion and tilting motion is an important problem related to the lateral stability and energy consumption of narrow tilting vehicles. This paper proposes a method for the tilting control of narrow tilting vehicles: tilt...

  • Article
  • Open Access
40 Citations
6,229 Views
16 Pages

26 February 2021

Research on trajectory tracking is crucial for the development of autonomous vehicles. This paper presents a trajectory tracking scheme by utilizing model predictive control (MPC) and preview-follower theory (PFT), which includes a reference generati...

  • Article
  • Open Access
13 Citations
4,896 Views
22 Pages

14 June 2020

In Model Predictive Control (MPC) algorithms, control signals are generated after solving optimization problems. If the model used for prediction is linear then the optimization problem is a standard, easy to solve, quadratic programming problem with...

  • Article
  • Open Access
337 Views
17 Pages

Achieving dynamic stability in bipedal locomotion against sustained external disturbances remains a significant challenge in humanoid robotics. Traditional methods, such as zero moment point (ZMP) preview control, often lack the reactive compliance a...

  • Article
  • Open Access
898 Views
19 Pages

22 October 2025

Diabetes is a metabolic disorder characterized by persistent hyperglycemia, with its incidence steadily rising worldwide. Blood glucose monitoring is a core measure in diabetes management, and continuous glucose monitoring provides more comprehensive...

  • Article
  • Open Access
19 Citations
3,905 Views
14 Pages

25 June 2019

To enhance the control performance of permanent-magnet synchronous motor (PMSM) drive systems, achieving high-precision motion control, a generalized predictive control (GPC) method based on a novel extended-state observer (ESO) is investigated for t...

  • Article
  • Open Access
5 Citations
2,731 Views
19 Pages

12 June 2023

Oscillating-water-column wave energy converters (OWC-WECs) are gaining attention for their high energy potential and environmental friendliness. However, their irregular input energy characteristics pose challenges to achieving stable power generatio...

  • Article
  • Open Access
21 Citations
4,615 Views
16 Pages

5 December 2019

Central carbon segregation is a typical internal defect of continuous cast steel billets. Real-time and accurate carbon segregation prediction is of great significance for lean control of the production quality in continuous casting processes. In thi...

  • Article
  • Open Access
1,088 Views
23 Pages

Process Mining of Sensor Data for Predictive Process Monitoring: A HACCP-Guided Pasteurization Study Case

  • Azin Moradbeikie,
  • Ana Paula Ayub da Costa Barbon,
  • Iuliana Malina Grigore,
  • Douglas Fernandes Barbin and
  • Sylvio Barbon Junior

22 October 2025

Industrial processes governed by food safety regulations, such as high-temperature short-time (HTST) pasteurization, rely on continuous sensor monitoring to ensure compliance with standards like Hazard Analysis and Critical Control Points (HACCP). Ho...

  • Article
  • Open Access
16 Citations
2,857 Views
20 Pages

A Generalized Predictive Controller for a Wind Turbine Providing Frequency Support for a Microgrid

  • Carlos E. Prieto Cerón,
  • Luís F. Normandia Lourenço,
  • Juan S. Solís-Chaves and
  • Alfeu J. Sguarezi Filho

1 April 2022

The power system is moving away from the centralized generation paradigm. One of the current trends is the microgrid concept, where loads, small generators and renewable energy resources (RERs) that are in close proximity are controlled as one entity...

  • Article
  • Open Access
2,055 Views
22 Pages

This study investigates the tracking control of quadrotor micro aerial vehicles using nonlinear model predictive control (NMPC), with primary emphasis on the implementation of a real-time embedded control system. Apart from the limited memory size, o...

  • Feature Paper
  • Article
  • Open Access
24 Citations
15,309 Views
19 Pages

4 June 2023

The development and optimization of lipid nanoparticle (LNP) formulations through hydrodynamic mixing is critical for ensuring the efficient and cost-effective supply of vaccines. Continuous LNP formation through microfluidic mixing can overcome manu...

  • Article
  • Open Access
9 Citations
3,089 Views
22 Pages

9 August 2022

With the development of Internet of Things infrastructures and intelligent traffic systems, the traffic congestion that results from the continuous complexity of urban road networks and traffic saturation has a new solution. In this research, we prop...

  • Article
  • Open Access
22 Citations
5,750 Views
14 Pages

26 March 2019

The prediction of mold level is a basic and key problem of continuous casting production control. Many current techniques fail to predict the mold level because of mold level is non-linear, non-stationary and does not have a normal distribution. A hy...

  • Article
  • Open Access
29 Citations
9,930 Views
13 Pages

Forecasting the Traffic Flow by Using ARIMA and LSTM Models: Case of Muhima Junction

  • Vienna N. Katambire,
  • Richard Musabe,
  • Alfred Uwitonze and
  • Didacienne Mukanyiligira

14 November 2023

Traffic operation efficiency is greatly impacted by the increase in travel demand and the increase in vehicle ownership. The continued increase in traffic demand has rendered the importance of controlling traffic, especially at intersections. In gene...

  • Article
  • Open Access
3 Citations
4,062 Views
18 Pages

5 November 2020

Scientific and simulation applications are continuously gaining importance in many fields of research and industries. These applications require massive amounts of memory and substantial arithmetic computation. Therefore, general-purpose computing on...

  • Article
  • Open Access
327 Views
28 Pages

Intermittent Active Inference

  • Markus Klar,
  • Sebastian Stein,
  • Fraser Paterson,
  • John H. Williamson,
  • Henrik Gollee and
  • Roderick Murray-Smith

28 February 2026

Active inference provides a unified framework for perception and action as processes of minimizing prediction error given a generative model of the environment. Whilst standard formulations assume continuous inference and control, empirical evidence...

  • Article
  • Open Access
16 Citations
4,019 Views
22 Pages

Development and Application of a Mechanistic Cooling and Freezing Model of the Spin Freezing Step within the Framework of Continuous Freeze-Drying

  • Gust Nuytten,
  • Susan Ríos Revatta,
  • Pieter-Jan Van Bockstal,
  • Ashish Kumar,
  • Joris Lammens,
  • Laurens Leys,
  • Brecht Vanbillemont,
  • Jos Corver,
  • Chris Vervaet and
  • Thomas De Beer

During the spin freezing step of a recently developed continuous spin freeze-drying technology, glass vials are rapidly spun along their longitudinal axis. The aqueous drug formulation subsequently spreads over the inner vial wall, while a cold gas f...

  • Article
  • Open Access
3 Citations
2,156 Views
16 Pages

9 June 2023

With the continuous and large-scale development of renewable energy, there is a prominent decrease in the level of inertia in new power systems. This decrease leads to the weakening of the system’s capability to provide inertia support and freq...

  • Article
  • Open Access
1 Citations
3,763 Views
25 Pages

3 September 2024

Existing control strategies, such as Real-time Optimization (RTO), Dynamic Real-time Optimization (DRTO), and Economic Model Predictive Control (EMPC) cannot enable optimal operation and control behavior in an optimal fashion. This work proposes a no...

  • Review
  • Open Access
41 Citations
7,448 Views
41 Pages

A Review on Popular Control Applications in Wind Energy Conversion System Based on Permanent Magnet Generator PMSG

  • Btissam Majout,
  • Houda El Alami,
  • Hassna Salime,
  • Nada Zine Laabidine,
  • Youness El Mourabit,
  • Saad Motahhir,
  • Manale Bouderbala,
  • Mohammed Karim and
  • Badre Bossoufi

26 August 2022

There has always been a high expectation that wind generation systems would capture maximum power and integrate properly with the grid. Utilizing a wind generation system with increased management to meet the growing electricity demand is a clever wa...

  • Article
  • Open Access
2,857 Views
22 Pages

25 August 2020

This paper presents closed-form optimal cooperative guidance laws for two UAVs under information constraints that achieve the required relative approach angle. Two UAVs cooperate to optimize a common cost function under a coupled constraint on termin...

  • Article
  • Open Access
12 Citations
4,514 Views
14 Pages

8 November 2022

Machine learning (ML) models are now widely used in digital twins of water treatment facilities. These models are commonly trained based on historical datasets, and their predictions serve various important objectives, such as anomaly detection and o...

  • Article
  • Open Access
572 Views
23 Pages

LFTD: Transformer-Enhanced Diffusion Model for Realistic Financial Time-Series Data Generation

  • Gyumun Choi,
  • Donghyeon Jo,
  • Wonho Song,
  • Hyungjong Na and
  • Hyungjoon Kim

5 February 2026

Firm-level financial statement data form multivariate annual time series with strong cross-variable dependencies and temporal dynamics, yet publicly available panels are often short and incomplete, limiting the generalization of predictive models. We...

  • Article
  • Open Access
7 Citations
2,275 Views
17 Pages

Research on Distributed Autonomous Timekeeping Algorithm for Low-Earth-Orbit Constellation

  • Shui Yu,
  • Jing Peng,
  • Ming Ma,
  • Hang Gong,
  • Zongnan Li and
  • Shaojie Ni

2 November 2024

The time of a satellite navigation system is primarily generated by the main control station of the ground system. Consequently, when ground stations fail, there is a risk to the continuous provision of time services to the equipment and users. Furth...

  • Article
  • Open Access
142 Views
31 Pages

11 March 2026

Obstacle-avoidance risk threshold control and global discrete keypoint re-entry are critical factors influencing the smooth dynamic obstacle avoidance of unmanned vessels. For underactuated USVs, which operate in planar motion with three degrees of f...

  • Article
  • Open Access
797 Views
20 Pages

Comparison of Advanced Predictive Controllers for IPMSMs in BEV and PHEV Traction Applications

  • Romain Cocogne,
  • Sebastien Bilavarn,
  • Mostafa El-Mokadem and
  • Khaled Douzane

The adoption of Interior Permanent Magnet Synchronous Motor (IPMSM) in Battery Electric Vehicle (BEV) and Plug-in Hybrid Electric Vehicle (PHEV) drives the need for innovative approaches to improve control performance and power conversion efficiency....

  • Article
  • Open Access
38 Citations
6,048 Views
23 Pages

28 July 2020

With the development of unmanned combat air vehicles (UCAVs) and artificial intelligence (AI), within visual range (WVR) air combat confrontations utilizing intelligent UCAVs are expected to be widely used in future air combats. As controlling highly...

  • Feature Paper
  • Article
  • Open Access
13 Citations
9,246 Views
30 Pages

In this article, we survey the sensor network calculus (SensorNC), a framework continuously developed since 2005 to support the predictable design, control and management of large-scale wireless sensor networks with timing constraints. It is rooted i...

  • Article
  • Open Access
3 Citations
4,751 Views
10 Pages

Motion Signal Processing for a Remote Gas Metal Arc Welding Application

  • Lucas Christoph Ebel,
  • Patrick Zuther,
  • Jochen Maass and
  • Shahram Sheikhi

This article covers the signal processing for a human–robot remote controlled welding application. For this purpose, a test and evaluation system is under development. It allows a skilled worker to weld in real time without being exposed to the...

  • Article
  • Open Access
17 Citations
4,660 Views
23 Pages

An Improved Multi-Timescale Coordinated Control Strategy for Stand-Alone Microgrid with Hybrid Energy Storage System

  • Jingfeng Chen,
  • Ping Yang,
  • Jiajun Peng,
  • Yuqi Huang,
  • Yaosheng Chen and
  • Zhiji Zeng

17 August 2018

A scientific and effective coordinated control strategy is crucial to the safe and economic operation of a microgrid (MG). With the continuous improvement of the renewable energy source (RES) penetration rate in MG, the randomness and intermittency o...

  • Article
  • Open Access
10 Citations
2,325 Views
22 Pages

Encrypted Model Predictive Control of a Nonlinear Chemical Process Network

  • Yash A. Kadakia,
  • Atharva Suryavanshi,
  • Aisha Alnajdi,
  • Fahim Abdullah and
  • Panagiotis D. Christofides

20 August 2023

This work focuses on developing and applying Encrypted Lyapunov-based Model Predictive Control (LMPC) in a nonlinear chemical process network for Ethylbenzene production. The network, governed by a nonlinear dynamic model, comprises two continuously...

  • Article
  • Open Access
8 Citations
2,593 Views
24 Pages

27 July 2021

With the current global trend of the wind turbines to be commissioned, the next generation of state-of-the-art turbines will have a generating capacity of 20 MW with rotor diameters of 250 m or larger. This systematic increase in rotor size is prompt...

  • Article
  • Open Access
2,127 Views
24 Pages

Heterogeneous Multi-Agent Risk-Aware Graph Encoder with Continuous Parameterized Decoder for Autonomous Driving Trajectory Prediction

  • Shaoyu Sun,
  • Chunyang Wang,
  • Bo Xiao,
  • Xuelian Liu,
  • Chunhao Shi,
  • Rongliang Sun and
  • Ruijie Han

30 December 2024

Trajectory prediction is a critical component of autonomous driving, intelligent transportation systems, and human–robot interactions, particularly in complex environments like intersections, where diverse road constraints and multi-agent inter...

  • Article
  • Open Access
6 Citations
3,100 Views
29 Pages

24 January 2025

This study presents a method for the active control of a follow-up lower extremity exoskeleton rehabilitation robot (LEERR) based on human motion intention recognition. Initially, to effectively support body weight and compensate for the vertical mov...

  • Article
  • Open Access
17 Citations
4,190 Views
16 Pages

Solar power systems have been growing globally to replace fossil fuel-based energy and reduce greenhouse gases (GHG). In addition to panel efficiency deterioration and contamination, the produced power of photovoltaic (PV) systems is intermittent due...

  • Article
  • Open Access
4 Citations
3,012 Views
14 Pages

Predictive Direct Power Control for Dual-Active-Bridge Multilevel Inverter Based on Conservative Power Theory

  • Azuwien Aida Bohari,
  • Hui Hwang Goh,
  • Agustiono Kurniawan Tonni,
  • Sze Sing Lee,
  • Sy Yi Sim,
  • Kai Chen Goh,
  • Chee Shen Lim and
  • Yi Chen Luo

9 June 2020

This paper explores the feasibility of multilevel dual-active bridge-inverter (DABMI) applications for grid-connected applications of a modern Model of Predictive Direct Power Control (MPDPC) based on the conservative power theory (CPT). In the case...

  • Article
  • Open Access
26 Citations
4,901 Views
16 Pages

Efficient Model Predictive Control Strategies for Resource Management in an Islanded Microgrid

  • Seaseung Oh,
  • Suyong Chae,
  • Jason Neely,
  • Jongbok Baek and
  • Marvin Cook

16 July 2017

The energy research community is continuously pursuing improvements in power system resiliency and reliability. Microgrids offer a unique opportunity for enhanced reliability and resiliency by utilizing localized generation and energy storage when gr...

  • Article
  • Open Access
1 Citations
2,687 Views
15 Pages

Monitoring of Wall Thickness to Predict Corrosion in Marine Environments Using Ultrasonic Transducers

  • Francisca Salgueiro,
  • Mário Ribeiro,
  • André Carvalho,
  • Guilherme Covas,
  • Øystein Baltzersen and
  • Carla Sofia Proença

26 July 2024

The research related to subsea inspection, and the prediction of corrosion is a challenging task, and the progress in this area is continuously generating exciting new developments that may be used in subsea inspection. Wall thickness monitoring is a...

  • Article
  • Open Access
253 Views
26 Pages

22 February 2026

Time-varying disturbances arising from complex terrain and the lack of rigorous constraint-handling mechanisms significantly degrade the path-tracking performance of unmanned agricultural tractors (UATs). To address these issues, this paper proposes...

  • Article
  • Open Access
17 Citations
5,647 Views
16 Pages

21 February 2024

In greenhouses, plant growth is directly influenced by internal environmental conditions, and therefore requires continuous management and proper environmental control. Inadequate environmental conditions make plants vulnerable to pests and diseases,...

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