Energetic Resilience of Linear Driftless Systems
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866909606701170688 |
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| author | Padmanabhan, Ram Ornik, Melkior |
| author_facet | Padmanabhan, Ram Ornik, Melkior |
| contents | When a malfunction causes a control system to lose authority over a subset of its actuators, achieving a task may require spending additional energy in order to compensate for the effect of uncontrolled inputs. To understand this increase in energy, we introduce an energetic resilience metric that quantifies the maximal additional energy required to achieve finite-time regulation in linear driftless systems that suffer this malfunction. We first derive optimal control signals and minimum energies to achieve this task in both the nominal and malfunctioning systems. We then obtain a bound on the worst-case energy used by the malfunctioning system, and its exact expression in the special case of loss of authority over one actuator. Further considering this special case, we derive a bound on the metric for energetic resilience. A simulation example on a model of an underwater robot demonstrates that this bound is useful in quantifying the increased energy used by a system suffering such a malfunction. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2410_00323 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Energetic Resilience of Linear Driftless Systems Padmanabhan, Ram Ornik, Melkior Optimization and Control Systems and Control When a malfunction causes a control system to lose authority over a subset of its actuators, achieving a task may require spending additional energy in order to compensate for the effect of uncontrolled inputs. To understand this increase in energy, we introduce an energetic resilience metric that quantifies the maximal additional energy required to achieve finite-time regulation in linear driftless systems that suffer this malfunction. We first derive optimal control signals and minimum energies to achieve this task in both the nominal and malfunctioning systems. We then obtain a bound on the worst-case energy used by the malfunctioning system, and its exact expression in the special case of loss of authority over one actuator. Further considering this special case, we derive a bound on the metric for energetic resilience. A simulation example on a model of an underwater robot demonstrates that this bound is useful in quantifying the increased energy used by a system suffering such a malfunction. |
| title | Energetic Resilience of Linear Driftless Systems |
| topic | Optimization and Control Systems and Control |
| url | https://arxiv.org/abs/2410.00323 |