190 results on '"Jones, Colin N."'
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2. Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
3. Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
4. Hypergraph- Based Fast Distributed AC Power Flow Optimization
5. Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
6. A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability
7. Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN
8. Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow
9. Stochastic optimal control for autonomous driving applications via polynomial chaos expansions
10. piqp: R Interface to Proximal Interior Point Quadratic Programming Solver
11. Self-triggered Control with Energy Harvesting Sensor Nodes
12. Relaxed Recentered Log-Barrier Function Based Nonlinear Model Predictive Control
13. Cooperative path-following control with logic-based communications: theory and practice
14. Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models
15. Asynchronous decentralized adjustable robust operation for multi-area integrated electricity–gas systems considering wind power uncertainty
16. Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach
17. Real-Time Implementation of Explicit Model Predictive Control
18. Physically Consistent Multiple-Step Data-Driven Predictions Using Physics-Based Filters
19. CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints
20. On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller
21. A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control
22. Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method
23. Stability Verification of Neural Network Controllers Using Mixed-Integer Programming
24. Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning
25. Over-the-Air Federated Learning via Second-Order Optimization
26. Data-driven distributionally robust joint chance-constrained energy management for multi-energy microgrid
27. Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN
28. Experimental data-driven model predictive control of a hospital HVAC system during regular use
29. Distributed adjustable robust optimal power-gas flow considering wind power uncertainty
30. Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control
31. VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
32. Optimal Thrust Vector Control of an Electric Small-Scale Rocket Prototype
33. Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization
34. Scheduling Delays and Curtailment for Household Appliances With Deterministic Load Profiles Using MPC
35. Resource-Aware Stochastic Self-Triggered Model Predictive Control
36. Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
37. Data-Driven Input Reconstruction and Experimental Validation
38. From System Level Synthesis to Robust Closed-loop Data-Enabled Predictive Control
39. Deterministic error bounds for kernel-based learning techniques under bounded noise
40. Optimization Based Control for Target Estimation and Tracking via Highly Observable Trajectories
41. Joint Energy Management for Distributed Energy Harvesting Systems
42. Towards global optimal control via Koopman lifts
43. A Distributed Luenberger Observer for Linear State Feedback Systems With Quantized and Rate-Limited Communications
44. Robust Learning Model Predictive Control for Periodically Correlated Building Control
45. Block BFGS Based Distributed Optimization for NMPC Using PolyMPC
46. Reference tracking stochastic model predictive control over unreliable channels and bounded control actions
47. Evaluation of advanced control strategies of electric thermal storage systems in residential building stock
48. Embedded PWM Predictive Control of DC-DC Power Converters Via Piecewise-Affine Neural Networks
49. Robust Resource-Aware Self-Triggered Model Predictive Control
50. Resource-Aware Asynchronous Multi-Agent Coordination via Self-Triggered MPC
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