OOIR: Observatory of International Research

Papers

(The TQCC of Annual Reviews in Control is 13. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins	110
Behavioral systems theory in data-driven analysis, signal processing, and control	102
Robust and optimal predictive control of the COVID-19 outbreak	89
Preview-based techniques for vehicle suspension control: a state-of-the-art review	68
The dilemma of PID tuning	60
Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives	55
Observer design for continuous-time dynamical systems	55
Electricity in the air: Insights from two decades of advanced control research and experimental flight testing of airborne wind energy systems	49
Sampled-data control systems with non-uniform sampling: A survey of methods and trends	49
A historical perspective of adaptive control and learning	49
Advances in trajectory optimization for space vehicle control	47
From sensing to control of lower limb exoskeleton: a systematic review	46
Koopman operator dynamical models: Learning, analysis and control	45
Structural identifiability and observability of compartmental models of the COVID-19 pandemic	45
On an interval prediction of COVID-19 development based on a SEIR epidemic model	42
Contraction theory for nonlinear stability analysis and learning-based control: A tutorial overview	41
Latent variable models in the era of industrial big data: Extension and beyond	40
Quantum estimation, control and learning: Opportunities and challenges	38
Control co-design of 13 MW downwind two-bladed rotors to achieve 25% reduction in levelized cost of wind energy	37
An overview on optimal flocking	35
Reinforcement learning for batch process control: Review and perspectives	33
A survey on clustering methods for distributed and networked control systems	30
Modeling and control in open-channel irrigation systems: A review	29
Reinforcement Learning for feedback-enabled cyber resilience	29
Data-driven methods for present and future pandemics: Monitoring, modelling and managing	28

An overview on multi-agent consensus under adversarial attacks	28
A survey of guidance, navigation, and control systems for autonomous multi-rotor small unmanned aerial systems	27
Model predictive path tracking control for automated road vehicles: A review	25
Interoperability in the cyber-physical manufacturing enterprise	25
Mixed-integer programming in motion planning	25
Universal features of epidemic models under social distancing guidelines	25
Integrated chassis control: Classification, analysis and future trends	25
Monitoring on a shoestring: Low cost solutions for digital manufacturing	24
A comprehensive review of hyperspectral data fusion with lidar and sar data	24
Secure-by-construction synthesis of cyber-physical systems	24
Neural network-based flight control systems: Present and future	23
A review of current state-of-the-art control methods for lower-limb powered prostheses	23
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants	23
A survey on tracking control of unmanned underwater vehicles: Experiments-based approach	22
Reinforcement learning in spacecraft control applications: Advances, prospects, and challenges	22
Forecasting COVID-19 cases based on a parameter-varying stochastic SIR model	20
A Critical Review on Control Strategies for Structural Vibration Control	18
Learning quadrotor dynamics for precise, safe, and agile flight control	18
The scenario approach: A tool at the service of data-driven decision making	17
Crowd management COVID-19	17
Industrial digital ecosystems: Predictive models and architecture development issues	17
Composite adaptation and learning for robot control: A survey	17
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization	17
PID control of quadrotor UAVs: A survey	16
Cyber-security in networked and distributed model predictive control	15
Towards smart production planning and control; a conceptual framework linking planning environment characteristics with the need for smart production planning and control	14
Multitask learning and nonlinear optimal control of the COVID-19 outbreak: A geometric programming approach	13
Linear quantum systems: A tutorial	13
Explainable heat demand forecasting for the novel control strategies of district heating systems	13