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 2020-04-01 to 2024-04-01.)

Article	Citations
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins	101
Behavioral systems theory in data-driven analysis, signal processing, and control	100
Robust and optimal predictive control of the COVID-19 outbreak	88
Preview-based techniques for vehicle suspension control: a state-of-the-art review	65
The dilemma of PID tuning	57
Observer design for continuous-time dynamical systems	53
Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives	52
Sampled-data control systems with non-uniform sampling: A survey of methods and trends	46
Electricity in the air: Insights from two decades of advanced control research and experimental flight testing of airborne wind energy systems	45
From sensing to control of lower limb exoskeleton: a systematic review	44
A historical perspective of adaptive control and learning	44
Advances in trajectory optimization for space vehicle control	43
Structural identifiability and observability of compartmental models of the COVID-19 pandemic	43
On an interval prediction of COVID-19 development based on a SEIR epidemic model	41
Koopman operator dynamical models: Learning, analysis and control	41
Contraction theory for nonlinear stability analysis and learning-based control: A tutorial overview	40
Latent variable models in the era of industrial big data: Extension and beyond	39
Quantum estimation, control and learning: Opportunities and challenges	36
Control co-design of 13 MW downwind two-bladed rotors to achieve 25% reduction in levelized cost of wind energy	36
An overview on optimal flocking	34
Reinforcement learning for batch process control: Review and perspectives	32
A survey on clustering methods for distributed and networked control systems	29
Reinforcement Learning for feedback-enabled cyber resilience	28
Data-driven methods for present and future pandemics: Monitoring, modelling and managing	28
Modeling and control in open-channel irrigation systems: A review	28

An overview on multi-agent consensus under adversarial attacks	25
Interoperability in the cyber-physical manufacturing enterprise	25
Universal features of epidemic models under social distancing guidelines	25
Secure-by-construction synthesis of cyber-physical systems	24
A survey of guidance, navigation, and control systems for autonomous multi-rotor small unmanned aerial systems	23
Mixed-integer programming in motion planning	23
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants	23
Integrated chassis control: Classification, analysis and future trends	23
A survey on tracking control of unmanned underwater vehicles: Experiments-based approach	22
Monitoring on a shoestring: Low cost solutions for digital manufacturing	22
A comprehensive review of hyperspectral data fusion with lidar and sar data	22
A review of current state-of-the-art control methods for lower-limb powered prostheses	21
Reinforcement learning in spacecraft control applications: Advances, prospects, and challenges	20
Neural network-based flight control systems: Present and future	20
Model predictive path tracking control for automated road vehicles: A review	20
Forecasting COVID-19 cases based on a parameter-varying stochastic SIR model	20
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization	17
Crowd management COVID-19	17
A Critical Review on Control Strategies for Structural Vibration Control	17
Learning quadrotor dynamics for precise, safe, and agile flight control	16
The scenario approach: A tool at the service of data-driven decision making	16
Industrial digital ecosystems: Predictive models and architecture development issues	16
Cyber-security in networked and distributed model predictive control	15
PID control of quadrotor UAVs: A survey	14
Towards smart production planning and control; a conceptual framework linking planning environment characteristics with the need for smart production planning and control	14
Composite adaptation and learning for robot control: A survey	14
Linear quantum systems: A tutorial	13
Multitask learning and nonlinear optimal control of the COVID-19 outbreak: A geometric programming approach	13