D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 36 Citations 5,031 166 World Ranking 2299 National Ranking 77
Mathematics D-index 33 Citations 4,169 156 World Ranking 1616 National Ranking 99

Overview

What is he best known for?

The fields of study he is best known for:

  • Mathematical analysis
  • Control theory
  • Algorithm

His primary scientific interests are in Control theory, Model predictive control, Optimal control, Nonlinear system and Mathematical optimization. Control theory is represented through his Controllability, Exponential stability, Nonlinear control, Control-Lyapunov function and Lyapunov redesign research. The study incorporates disciplines such as Stability and Nonlinear model in addition to Model predictive control.

In his study, which falls under the umbrella issue of Optimal control, Hamilton–Jacobi equation, Numerical analysis and Control system is strongly linked to Bellman equation. His Nonlinear system research incorporates themes from Optimization problem, Discrete time and continuous time and Differential equation. His study on Dynamic programming is often connected to Horizon as part of broader study in Mathematical optimization.

His most cited work include:

  • Nonlinear Model Predictive Control (612 citations)
  • Economic receding horizon control without terminal constraints (255 citations)
  • Asymptotic Behavior of Dynamical and Control Systems under Perturbation and Discretization (152 citations)

What are the main themes of his work throughout his whole career to date?

Lars Grüne mainly investigates Control theory, Optimal control, Model predictive control, Applied mathematics and Mathematical optimization. All of his Control theory and Nonlinear system, Controllability, Lyapunov function, Exponential stability and Nonlinear control investigations are sub-components of the entire Control theory study. His Optimal control research incorporates elements of Control system, Trajectory and Bellman equation.

Lars Grüne combines subjects such as Control engineering and Control theory with his study of Model predictive control. His Applied mathematics research is multidisciplinary, relying on both Discretization, Numerical analysis, Fokker–Planck equation and Differential inclusion. His biological study spans a wide range of topics, including Computation and State space.

He most often published in these fields:

  • Control theory (42.68%)
  • Optimal control (27.10%)
  • Model predictive control (26.17%)

What were the highlights of his more recent work (between 2018-2021)?

  • Applied mathematics (23.05%)
  • Model predictive control (26.17%)
  • Optimal control (27.10%)

In recent papers he was focusing on the following fields of study:

Lars Grüne mostly deals with Applied mathematics, Model predictive control, Optimal control, Control theory and Mathematical optimization. His Applied mathematics research includes themes of State, Sensitivity, Nonlinear system, Discretization and Domain. Lars Grüne has included themes like Optimization problem, Control theory and Dynamical systems theory in his Model predictive control study.

His Optimal control research incorporates elements of Function, Discrete time and continuous time and Partial differential equation, Fokker–Planck equation. His Control theory study incorporates themes from Control and Economic model predictive control. His studies deal with areas such as Upper and lower bounds and Average cost as well as Mathematical optimization.

Between 2018 and 2021, his most popular works were:

  • Hierarchical Distributed Model Predictive Control of Interconnected Microgrids (37 citations)
  • Exponential sensitivity and turnpike analysis for linear quadratic optimal control of general evolution equations (28 citations)
  • Sensitivity Analysis of Optimal Control for a Class of Parabolic PDEs Motivated by Model Predictive Control (25 citations)

In his most recent research, the most cited papers focused on:

  • Mathematical analysis
  • Control theory
  • Algorithm

His scientific interests lie mostly in Model predictive control, Applied mathematics, Optimal control, Control theory and Sensitivity. His Model predictive control research is multidisciplinary, incorporating elements of Photovoltaics and Optimization problem. His Applied mathematics study integrates concerns from other disciplines, such as State, Dissipation inequality, Nonlinear system, Taylor series and Computation.

His Optimal control study is associated with Mathematical optimization. His work in the fields of Exponential stability overlaps with other areas such as Homogeneity. His Sensitivity study combines topics in areas such as Exponential growth and Exponential function.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Nonlinear Model Predictive Control

Lars Grüne;Jürgen Pannek.
(2011)

1475 Citations

Economic receding horizon control without terminal constraints

Lars GrüNe.
Automatica (2013)

320 Citations

Asymptotic Behavior of Dynamical and Control Systems under Perturbation and Discretization

Lars Grüne.
(2002)

181 Citations

Distributed and Decentralized Control of Residential Energy Systems Incorporating Battery Storage

Karl Worthmann;Christopher M. Kellett;Philipp Braun;Lars Grune.
IEEE Transactions on Smart Grid (2015)

170 Citations

Analysis and Design of Unconstrained Nonlinear MPC Schemes for Finite and Infinite Dimensional Systems

Lars Grüne.
Siam Journal on Control and Optimization (2009)

169 Citations

Lyapunov-based continuous-time nonlinear controller redesign for sampled-data implementation

Dragan NešIć;Lars GrüNe.
Automatica (2005)

161 Citations

On the Infinite Horizon Performance of Receding Horizon Controllers

L. Grune;A. Rantzer.
IEEE Transactions on Automatic Control (2008)

159 Citations

An adaptive grid scheme for the discrete Hamilton-Jacobi-Bellman equation

Lars Grüne.
Numerische Mathematik (1997)

150 Citations

Homogeneous State Feedback Stabilization of Homogenous Systems

Lars Grüne.
Siam Journal on Control and Optimization (2000)

147 Citations

Analysis of Unconstrained Nonlinear MPC Schemes with Time Varying Control Horizon

Lars Grune;Jurgen Pannek;Martin Seehafer;Karl Worthmann.
Siam Journal on Control and Optimization (2010)

147 Citations

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