Optimal Control Methods for Quantum Batteries
arXiv:2210.04028 · doi:10.1103/PhysRevA.107.032218
Abstract
We investigate the optimal charging processes for several models of quantum batteries, finding how to maximize the energy stored in a given battery with a finite-time modulation of a set of external fields. We approach the problem using advanced tools of optimal control theory, highlighting the universality of some features of the optimal solutions, for instance the emergence of the well-known Bang-Bang behavior of the time-dependent external fields. The technique presented here is general, and we apply it to specific cases in which the energy is both pumped into the battery by external forces (direct charging) or transferred into it from an external charger (mediated charging). In this article we focus on particular systems that consist of coupled qubits and harmonic oscillators, for which the optimal charging problem can be explicitly solved using a combined analytical-numerical approach based on our optimal control techniques. However, our approach can be applied to more complex setups, thus fostering the study of many-body effects in the charging process.
arXiv comment17 pages, 5 figures
References in corpus (38)
- The European Quantum Technologies Roadmap
- Extractable work from ensembles of quantum batteries. Entanglement helps
- Quantum control theory and applications: A survey
- Quantum speed limits: from Heisenberg's uncertainty principle to optimal quantum control
- Enhancing the charging power of quantum batteries
- High-power collective charging of a solid-state quantum battery
- Optimal Control at the Quantum Speed Limit
- Quantacell: Powerful charging of quantum batteries
- Second law and Landauer principle far from equilibrium
- Extractable work, the role of correlations, and asymptotic freedom in quantum batteries
- Entanglement Generation is Not Necessary for Optimal Work Extraction
- Quantum advantage in the charging process of Sachdev-Ye-Kitaev batteries
- Charger-mediated energy transfer for quantum batteries: an open system approach
- Controlling open quantum systems: Tools, achievements, and limitations
- Superabsorption in an organic microcavity: towards a quantum battery
- Dissipative charging of a quantum battery
- Charger-mediated energy transfer in exactly-solvable models for quantum batteries
- Driving at the quantum speed limit: Optimal control of a two-level system
- Quantum Charging Advantage Cannot Be Extensive Without Global Operations
- Introduction to the Pontryagin Maximum Principle for Quantum Optimal Control
- Optimal charging of a superconducting quantum battery
- Singular extremals for the time-optimal control of dissipative spin 1/2 particles
- Many-body localized quantum batteries
- Robust optimal quantum gates for Josephson charge qubits
- Stabilizing Open Quantum Batteries by Sequential Measurements
- Ultra-stable charging of fast-scrambling SYK quantum batteries
- Charging a quantum battery with linear feedback control
- A short note on passivity, complete passivity and virtual temperatures
- Concepts of work in autonomous quantum heat engines
- Charging assisted by thermalization
- Optimal thermodynamic control in open quantum systems
- Optimal Control for Open Quantum Systems: Qubits and Quantum Gates
- Time-optimal control of a dissipative qubit
- Variational approach to the optimal control of coherently driven, open quantum system dynamics
- Speeding up adiabatic passage with an optimal modified Roland-Cerf protocol
- Optimal shortcuts of Stimulated Raman Adiabatic Passage in the presence of dissipation
- On the distribution of the mean energy in the unitary orbit of quantum states
- Energy upper bound for structurally stable N-passive states
Cited by in corpus (42)
- Colloquium: Quantum Batteries
- Nonreciprocal Quantum Batteries
- Topological Quantum Batteries
- Three-level Dicke quantum battery
- Frustrating quantum batteries
- Optimal Quantum Control of Charging Quantum Batteries
- Artificial intelligence discovery of a charging protocol in a micromaser quantum battery
- Reinforcement learning optimization of the charging of a Dicke quantum battery
- Daemonic ergotropy in continuously-monitored open quantum batteries
- Hyperbolic enhancement of a quantum battery
- Resonator-qutrits quantum battery
- Qutrit quantum battery: comparing different charging protocols
- Analytically solvable many-body Rosen-Zener quantum battery
- Dynamical blockade of a reservoir for optimal performances of a quantum battery
- Quantum work extraction efficiency for noisy quantum batteries: the role of coherence
- Enhancing the performance of an open quantum battery by adjusting its velocity
- Fast charging of an Ising spin pair quantum battery using optimal control
- Super-Optimal Charging of Quantum Batteries via Reservoir Engineering
- Noncompletely Positive Quantum Maps Enable Efficient Local Energy Extraction in Batteries
- Experimental simulation of daemonic work extraction in open quantum batteries on a digital quantum computer
- Charging free fermion quantum batteries
- Two-time weak measurement protocol for ergotropy protection in open quantum batteries
- Single-atom dissipation and dephasing in Dicke and Tavis-Cummings quantum batteries
- Taming quantum systems: A tutorial for using shortcuts-to-adiabaticity, quantum optimal control, and reinforcement learning
- Stronger speed limit for observables: Tight bound for the capacity of entanglement, the modular Hamiltonian and the charging of a quantum battery
- Impact of non-Markovian evolution on characterizations of quantum thermodynamics
- Reservoir-assisted quantum battery charging at finite temperatures
- Minimum time generation of a uniform superposition in a qubit with only transverse field control
- Variational-quantum-eigensolver-inspired optimization for spin-chain work extraction
- Daemonic quantum battery charged by thermalization
- Cavity-Heisenberg spin- chain quantum battery and reinforcement learning optimization
- Quantum recharging by shortcut to adiabaticity
- Magnetic Dipolar Quantum Battery with Spin-Orbit Coupling
- Hamiltonian Switching Control of Noisy Bipartite Qubit Systems
- Machine learning delta-T noise for temperature bias estimation
- Enhancing the Charging Performance of Many-Body Quantum Batteries through Landau-Zener Driving
- Work Fluctuations in Ergotropic Heat Engines
- Optimal control of a dissipative micromaser quantum battery in the ultrastrong coupling regime
- Time-optimal single-scalar control on a qubit of unitary dynamics
- Charge-Preserving Operations in Quantum Batteries
- Non-abelian Geometric Quantum Energy Pump
- Optimal Work Extraction from Finite-Time Closed Quantum Dynamics