Prospects of appliance-level load monitoring in off-the-shelf energy monitors: A technical review

AU Haq, HA Jacobsen - Energies, 2018 - mdpi.com
The smart grid initiative has encouraged utility companies worldwide to roll-out new and
smarter versions of energy meters. Before an extensive roll-out, which is both labor-intensive …

CLEAR—A circuit level electric appliance radar for the electric cabinet

AU Haq, T Kriechbaumer, M Kahl… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
In this paper, we propose a cost-effective hardware design for acquiring high-resolution
energy data from electricity mains to observe appliance switching transients. By utilizing …

Appliance Event Detection for Non-Intrusive Load Monitoring in Complex Environments

AU Haq - 2018 - mediatum.ub.tum.de
This work proposes, develops, and evaluates a fine-grained high-frequency data acquisition
(DAQ) solution to accurately detect individual appliances from the aggregate load, even …

Real-Time Multiple Load Monitoring and Control Infrastructure and Its Application to Improving Thevenin Estimates for Stability Monitoring of Smart Grid Areas

BS England - 2020 - search.proquest.com
The smart grid is a classical power grid with added smart meters and a communication
platform. The added infrastructure is expected to lead to grid efficiency and stability. Existing …