Accurate onboard predictions for indoor energy harvesting using random forests
N Stricker, L Thiele - 2022 11th Mediterranean Conference on …, 2022 - ieeexplore.ieee.org
Indoor energy harvesting has recently enabled long-term deployments of sustainable IoT
sensor nodes. The performance of such systems operating in an energy-neutral man-ner …
sensor nodes. The performance of such systems operating in an energy-neutral man-ner …
Distributed micro-energy harvesting for next generation of IoT in various scenarios
Y Wang, H Zhang, M Wang… - … of Micromechanics and …, 2023 - iopscience.iop.org
Recently, internet of things (IoT) attracts increasing attention and it tends to be applied in
every aspect of life, due to the development of computer technology, sensor technology and …
every aspect of life, due to the development of computer technology, sensor technology and …
Energy harvesting for devices in wireless sensor networks: A Review
Recent years have witnessed several technological breakthroughs in wireless sensor
networks (WSN), yet energy continues to be an indispensable resource despite these …
networks (WSN), yet energy continues to be an indispensable resource despite these …
Joint energy management for distributed energy harvesting systems
Employing energy harvesting to power the Internet of Things supports their long-term, self-
sustainable, and maintenance-free operation. These energy harvesting systems have an …
sustainable, and maintenance-free operation. These energy harvesting systems have an …
Online machine learning for 1-day-ahead prediction of indoor photovoltaic energy
We explore the potential for predicting indoor photovoltaic energy on a forecasting horizon
of up to 24 hours. The objective is to enable energy management approaches that exploit …
of up to 24 hours. The objective is to enable energy management approaches that exploit …
Robustness of predictive energy harvesting systems: Analysis and adaptive prediction scaling
Abstract Internet of Things (IoT) systems can rely on energy harvesting to extend battery
lifetimes or even render batteries obsolete. Such systems employ an energy scheduler to …
lifetimes or even render batteries obsolete. Such systems employ an energy scheduler to …
An Efficient Energy-Aware Controller for Small-Scale Solar-Worked Devices Using Ratioed Pro-energy Predictor
Currently, the management of energy is considered a requirement not only for large-scale
solar energy systems but also for small-scale solar-worked devices. This is attributed to the …
solar energy systems but also for small-scale solar-worked devices. This is attributed to the …
Energy harvesting sensors based internet of things system for precision agriculture
This paper proposes a design of wireless sensor node based on Internet of Things mainly its
power unit which is integrated to solar energy for agriculture. The sensor node is developed …
power unit which is integrated to solar energy for agriculture. The sensor node is developed …
Energy-Aware Adaptive Sampling for Self-Sustainability in Resource-Constrained IoT Devices
In the ever-growing Internet of Things (IoT) landscape, smart power management algorithms
combined with energy harvesting solutions are crucial to obtain self-sustainability. This …
combined with energy harvesting solutions are crucial to obtain self-sustainability. This …
Self-triggered Control with Energy Harvesting Sensor Nodes
Distributed embedded systems are pervasive components jointly operating in a wide range
of applications. Moving toward energy harvesting powered systems enables their long-term …
of applications. Moving toward energy harvesting powered systems enables their long-term …