Quantacell: powerful charging of quantum batteries
Open accessAbstract
We study the problem of charging a quantum battery in finite time. We demonstrate an analytical optimal protocol for the case of a single qubit. Extending this analysis to an array of N qubits, we demonstrate that an N-fold advantage in power per qubit can be achieved when global operations are permitted. The exemplary analytic argument for this quantum advantage in the charging power is backed up by numerical analysis using optimal control techniques. It is demonstrated that the quantum advantage for power holds when, with cyclic operation in mind, initial and final states are required to be separable.
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TL;DR
The paper derives an analytical optimal protocol for charging a single-qubit quantum battery in finite time and extends it to arrays of N qubits. It shows that global entangling operations can yield an N-fold advantage in power per qubit over local parallel charging, even when initial and final states are separable.
Key findings
- For a single qubit, the power-optimal driving is along a geodesic at constant angular speed \(E_{\max}\), with no driving along the reference Hamiltonian direction.
- For an array of N qubits, global driving with the same maximum energy gap \(E_{\max}^{(N)}=N E_{\max}\) achieves an N-fold increase in power per qubit compared with parallel local driving.
- The quantum advantage persists under cyclic operation with separable initial and final states; entanglement appears only during the protocol.
- Numerical optimal control for full charging shows the minimum charging time scales as \(1/N\), and for a four-qubit solution entanglement across the 12–34 bipartition vanishes at the start and end.
Methods
- Analytical derivation for a single qubit using the von Neumann equation, Bloch-sphere parametrization, and optimization of a family of objective functions interpolating power and ergotropy under a trace-norm bound on the driving Hamiltonian.
- Extension to N-qubit arrays comparing parallel local driving with global entangling driving, with average work per qubit set to unity in the examples.
- Numerical optimal control for full charging of N qubits and for entanglement dynamics in a four-qubit numerical solution.
Limitations
- Stated: a full optimization over all possible unitary transformations is not analytically feasible, so the N-qubit advantage is demonstrated with a specific evolution.
- Stated: future work is needed to allow for degradation/purifying stages and to generalize the approach to open systems with noise and decoherence.
- Evident: the analysis assumes ideal cyclic unitary dynamics and purity preservation; no experimental implementation or realistic noise model is provided.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
0 of 4 cited sources checked · 0 supported · 0 flagged
- Findingown data
For an array of N qubits, an N-fold advantage in power per qubit can be achieved when global operations are permitted.
“Extending this analysis to an array of N qubits, we demonstrate that an N-fold advantage in power per qubit can be achieved when global operations are permitted.”
- Also stated in: § Additional information · plain
“Permitting for the same constraint as in the parallel case, that is E NE N max ( ) max = , an N-fold increase in power per qubit is achieved.”
Quote in the paperSubstantial claim - Also stated in: § Additional information · plain
- Findingnone given
Entangling processes can achieve higher power than local operations even when correlations only appear during the process but not in the input and output states.
“That is, entangling processes, which allow for the creation of quantum correlations, can achieve a higher power than local operations.This is the case even when correlations are only allowed to appear during the process but not in the input and output states.”
Quote in the paperSubstantial claim - Findingown data
An analytical optimal protocol for charging a single qubit in finite time is derived.
“We demonstrate an analytical optimal protocol for the case of a single qubit.”
- Also stated in: § 5. Conclusion · boosted
“In this article we have given a full derivation of a qubit protocol that achieves maximum power when charging a quantum battery-a work qubit-under constrained driving.”
Quote in the paperSubstantial claim - Also stated in: § 5. Conclusion · boosted
- Findingnone given
For α<1 and θ<π the optimum is always reached for finite T.
“This can be regarded as pathological and it is worth pointing out that for 1 α < and θ π < the optimum is always reached for finite T.”
Quote in the paperNot a substantial claim - Findingown data
The quantum advantage for power holds when initial and final states are required to be separable.
“It is demonstrated that the quantum advantage for power holds when, with cyclic operation in mind, initial and final states are required to be separable.”
- Also stated in: § Additional information · hedged
“Interestingly, the advantage from correlations appears even though initial and final states are separable.”
Quote in the paperSubstantial claim - Also stated in: § Additional information · hedged
- Findingreasoning
The optimal driving time T_m for the single qubit satisfies equation (15).
“The optimal solution is found for the driving time T m that satisfies: ( ) ( ) E T E T E T cos sin cos . (15 ) m m m 0 m a x max 0 m a x 0 θ α θ θ + - + =”
Quote in the paperSubstantial claim - Findingnone given
The average power for global driving reads P = E_max(N) N / π.
“P E N (19 ) N max ( ) π 〈 〉 =”
Quote in the paperSubstantial claim - Findingreasoning
The optimal single-qubit solution corresponds to driving along the geodesic with fixed r and φ=φ0 at constant angular speed E_max, θ = θ0 + E_max t.
“The solution corresponds, unsurprisingly perhaps, to driving along the geodesic with fixed r and t 0 ϕ ϕ = at constant angular speed E max , that is E t. (11 ) t 0 m a x θ θ = +”
Quote in the paperSubstantial claim - Findingreasoning
The optimal driving for a single qubit under the trace-norm constraint is v_x = E_max sin φ, v_y = -E_max cos φ, v_z = 0.
“The optimal protocol under the above constraint is found for v E v E v sin , cos , 0. (10 ) t x t t y t t z max max ϕ ϕ = - = =”
Quote in the paperSubstantial claim - Findingreasoning
The average work in the global driving process is W=N.
“The average work in this process is again W N 〈 〉 = .”
Quote in the paperSubstantial claim - Findingown data
Numerical optimization shows the full charging time t⊥ is commensurate with 1/N behaviour.
“We see that the charging time is commensurate with N 1 behaviour.”
Quote in the paperSubstantial claim - Findingreasoning
This global driving is in fact optimal for the current scenario.
“This global driving is in fact optimal for the current scenario.”
Quote in the paperSubstantial claim - Findingnone given
Global driving between any two states |a> and |b> is optimized by evolution with H ∝ |a><b| + |b><a|, where the proportionality is given by the external constraint.
“Generally, global driving between any two states a | 〉 and b | 〉 is optimized by evolution with H a b b a ˆd ∝ | 〉〈 | + | 〉〈 |where the proportionality is given by the external constraint.”
Quote in the paperNot a substantial claim - Interpretationreasoning
In the optimal single-qubit protocol, no driving happens in the direction of the reference Hamiltonian.
“This implies that in the optimal case no driving happens in the direction of the reference Hamiltonian.”
Quote in the paperSubstantial claim - Premisecitation
Batteries in a pure state have higher capacity than ones in mixed states.
“Consequently, batteries in a pure state have higher capacity than ones in mixed states.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Marshall et al 2011
Not checked in the free run.
- Interpretationreasoning
The quantum speed-up observed can be understood in part as a consequence of the shorter distance that has to be traveled through state space when entangling operations are permitted.
“The quantum speed-up observed here can be understood in part as a consequence of the shorter distance that has to be traveled through state space when entangling operations are permitted.”
Quote in the paperSubstantial claim - Interpretationown data
The role of entanglement during the protocol is responsible for the quantum speed-up.
“This exemplifies the role of entanglement during the protocol as being responsible for the quantum speed-up.”
Quote in the paperSubstantial claim
- May combine two claims. 3
- Classified as probably not a substantial claim. 1
May combine two claims.
FindingreasoningFor parallel driving, the work done is W=N, the average work per qubit is unity, and the driving time is T_par=π/E_max.
“The work done is trivially W N 〈 〉 = -that is, the average work per qubit is unity and the driving time is T E par max π = .”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenFor parallel driving, the driving Hamiltonian possesses N+1 equidistant eigenvalues with the gap between the largest and the lowest eigenvalue given by NE_max.
“It possesses N 1 + equidistant eigenvalues with the gap between the largest and the lowest eigenvalue given by NE max .”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the four-qubit numerical solution, the qubits are disentangled at the beginning and at the end of the dynamics, indicated by vanishing entropies.
“We note that at the beginning and at the end of the dynamics, the qubits are disentangled, indicated by vanishing entropies.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationQuantum speed limits bound the evolution time by the inverse mean energy or its variance and apply to time-dependent unitary evolution between any two quantum states.
“Such infinitely powerful driving, however, would be in conflict with so-called quantum speed limits which bound the evolution time by the inverse mean energy (Margolus and Levitin 1998), or, alternatively, its variance (Mandelstam and Tamm 1945) and apply to time-dependent unitary evolution between any two quantum states (Deffner and Lutz 2013).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Margolus and Levitin 1998
Not checked in the free run.
- cites Mandelstam and Tamm 1945
Not checked in the free run.
- cites Deffner and Lutz 2013 source
Not checked in the free run.
The paper relies on this without support.
All thermal states are passive.
“Note that all thermal states are passive.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Similar techniques have been used to optimally charge a quantum battery.
“In addition, similar techniques have been employed to optimally charge a quantum battery [110,111].”
From Quantum speed limits: from Heisenberg’s uncertainty principle to optimal quantum control (2017) · cites this paper as [110]
Γ_C1 = √k and Γ_C2 = k are achievable if the total number of batteries N can be divided by k, i.e., if N/k = s ∈ N.
“For comparison, it has been shown elsewhere that Γ C1 = √ k and Γ C2 = k are achievable if the total number of batteries N can be divided by k , i.e. , if N/k = s ∈ N [15, 36].”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [15]
The Hamiltonian used in the example above, and in Ref. [15], to saturate the bound for quantum advantage involves N-body interactions.
“The Hamiltonian used in the example above, and in Ref. [15], to saturate the bound for quantum advantage involves N -body interactions.”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [15]
The quantum advantage is tight for orthogonal initial and final states, due to the example given in Ref. [15].
“The quantum advantage is tight for orthogonal initial and final states, due to the example given in Ref. [15].”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [15]
In the case where N/k = s ∈ N, a speed-up can be obtained for pure states using the time-independent Hamiltonian H = √s ∑_{μ=1}^s h_μ, with h_μ = |1⟩^{⊗k}⟨d|^{⊗k} + h.c., assuming each h_μ acts on a completely different set of k batteries.
“In this particular case, such a speed-up can be obtained for pure states using the time-independent Hamiltonian H = √ s ∑ s µ =1 h µ , with h µ = | 1 〉 ⊗ k 〈 d | ⊗ k + h.c. , assuming that each h µ acts on a completely different set of k batteries, i.e. , [ h µ , h µ ′ ] = 0 ∀ µ, µ ′ .”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [15]
The quantum advantage has been interpreted as the result of rapid evolution through the space of high-dimensional quantum states, typically obtained by means of global operations.
“The quantum advantage has been interpreted as the result of rapid evolution through the space of high-dimensional quantum states, typically obtained by means of global operations [15].”
From Enhancing the Charging Power of Quantum Batteries (2017) · cites this paper as [15]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Final-state purity requirement is stated in opposite ways
MinorThe protocol's no-degradation condition requires no reduction in marginal purity at the end. The numerical-results discussion instead describes individual availability at the final time as occurring "with loss of purity."
“This is commensurate with the demand that all batteries be available for individual use at the final time with loss of purity.”
“We define this-the condition that there is no reduction in the purity of the marginals at the end of the protocol-as the condition of no degradation.”
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- Authors
- Binder, F. C., Vinjanampathy, S., Modi, K., & Goold, J.
- Affiliations
- University of Oxford (GB)
- Centre for Quantum Technologies (SG)
- Monash University (AU)
- The Abdus Salam International Centre for Theoretical Physics (ICTP) (IT)
- Venue
- New Journal of Physics
- Publisher
- IOP Publishing
- Published
- 2015-07-22
- Volume
- 17
- Issue
- 7
- Pages
- 075015
- ISSN
- 1367-2630 (ISSN-L)
- OpenAlex
- W1526062388
- Cited by
- 475
- References
- 17
- Citations by year
- 2026: 100 · 2025: 83 · 2024: 69 · 2023: 41 · 2022: 50 · 2021: 33 · 2020: 36 · 2019: 25 · 2018: 21 · 2017: 6 · 2016: 9 · 2015: 2
- FWCI
- 7.97
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- New Journal of Physics (publishedVersion, cc-by)
- arXiv (Cornell University) (submittedVersion)
- Monash University Research Portal (Monash University) (submittedVersion, cc-by)
- National University of Singapore (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Research Foundation
- National Research Foundation Singapore
- Centre for Quantum Technologies
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Advanced Thermodynamics and Statistical Mechanics
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Information and Cryptography
- Physical Sciences › Engineering › Mechanical Engineering › Advanced Thermodynamic Systems and Engines
- Keywords
- quantum batteries, battery charging, optimal control, qubit arrays, global operations, charging power, separable states, cyclic operation, quantum advantage
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