Abstract:
We utilize particle swarm optimization to reduce the size of the energy management components in an energy harvesting system, allowing us to eliminate the need for voltage regulators or DC-DC converters without affecting system performance. Prior literature on optimal power management in microelectronics [1, 2] has relied on engineering estimates or exhaustive parameter searches to optimize system design. No prior literature has considered the optimal design of a device with only passive components [3]. By using particle swarm optimization, we demonstrate a 55% reduction in device size relative to conventional engineering calculations of an optimal device design.
Publication date:
November 1, 2016
Publication type:
Journal Article
Citation:
Munsing, E., Cowell, M., Moura, S., & Wright, P. (2016). Optimal Component Sizing in a Two-Reservoir Passive Energy Harvesting System. Journal of Physics: Conference Series, 773(1), 012061. https://doi.org/10.1088/1742-6596/773/1/012061