[HTML][HTML] Power quality daily predictions in smart off-grids using differential, deep and statistics machine learning models processing NWP-data
L Zjavka - Energy Strategy Reviews, 2023 - Elsevier
Microgrid autonomous networks need an effective plan and control of power supply, energy
storage, and retransmission. Prediction and monitoring of power quality (PQ) along with …
storage, and retransmission. Prediction and monitoring of power quality (PQ) along with …
A review on solar forecasting and power management approaches for energy‐harvesting wireless sensor networks
For rechargeable wireless sensor nodes, effective power management is of prime
importance because of the stochastic behaviour of the environmental resources. A key issue …
importance because of the stochastic behaviour of the environmental resources. A key issue …
Real-time performance of a self-powered environmental IoT sensor network system
F Wu, C Rüdiger, MR Yuce - Sensors, 2017 - mdpi.com
Wireless sensor networks (WSNs) play an increasingly important role in monitoring
applications in many areas. With the emergence of the Internet-of-Things (IoT), many more …
applications in many areas. With the emergence of the Internet-of-Things (IoT), many more …
A dynamic programming algorithm for high-level task scheduling in energy harvesting IoT
Outdoor Internet of Things (IoT) applications usually exploit energy harvesting systems to
guarantee virtually uninterrupted operations. However, the use of energy harvesting poses …
guarantee virtually uninterrupted operations. However, the use of energy harvesting poses …
Estimating energy savings in smart street lighting by using an adaptive control system
The driving force behind the smart city initiative is to offer better, more specialized services
which can improve the quality of life of the citizens while promoting sustainability. To achieve …
which can improve the quality of life of the citizens while promoting sustainability. To achieve …
Power reduction with sleep/wake on redundant data (SWORD) in a wireless sensor network for energy-efficient precision agriculture
The use of wireless sensor networks (WSNs) in modern precision agriculture to monitor
climate conditions and to provide agriculturalists with a considerable amount of useful …
climate conditions and to provide agriculturalists with a considerable amount of useful …
Wireless drone charging station using class-E power amplifier in vertical alignment and lateral misalignment conditions
Recent major advancements in drone charging station design are related to the differences
in coil design between the material (copper or aluminum) and inner thickness (diameter …
in coil design between the material (copper or aluminum) and inner thickness (diameter …
Energy-efficient control with harvesting predictions for solar-powered wireless sensor networks
T Zou, S Lin, Q Feng, Y Chen - Sensors, 2016 - mdpi.com
Wireless sensor networks equipped with rechargeable batteries are useful for outdoor
environmental monitoring. However, the severe energy constraints of the sensor nodes …
environmental monitoring. However, the severe energy constraints of the sensor nodes …
The power quality forecasting model for off-grid system supported by multiobjective optimization
Measurement and control of electric power quality (PQ) parameters in off-grid systems has
played an important role in recent years. The purpose is to detect or forecast the presence of …
played an important role in recent years. The purpose is to detect or forecast the presence of …
Power quality statistical predictions based on differential, deep and probabilistic learning using off‐grid and meteo data in 24‐hour horizon
L Zjavka - International journal of energy research, 2022 - Wiley Online Library
Off‐grid systems using renewable energy (RE) are dependent on the stochastic power
supply, which results in a high level of uncertainty, noise, and variability in the operational …
supply, which results in a high level of uncertainty, noise, and variability in the operational …