Renewable revolution: a review of strategic flexibility in future power systems

S Shahzad, E Jasińska - Sustainability, 2024 - mdpi.com
The global shift toward integrating renewable energy sources, such as solar and wind
power, is revolutionizing the energy landscape, presenting both opportunities and …

[HTML][HTML] Classification, potential role, and modeling of power-to-heat and thermal energy storage in energy systems: A review

MNI Maruf, G Morales-España, J Sijm, N Helistö… - Sustainable Energy …, 2022 - Elsevier
Most of the power-to-heat and thermal energy storage technologies are mature and impact
the European energy transition. However, detailed models of these technologies are usually …

Deep reinforcement learning optimal control strategy for temperature setpoint real-time reset in multi-zone building HVAC system

X Fang, G Gong, G Li, L Chun, P Peng, W Li… - Applied Thermal …, 2022 - Elsevier
Determining a proper trade-off between energy consumption and indoor thermal comfort is
important for HVAC system control. Deep Q-learning (DQN) based multi-objective optimal …

Electricity consumption optimization using thermal and battery energy storage systems in buildings

Z Rostamnezhad, N Mary, LA Dessaint… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy storage system (ESS) plays a key role in peak load shaving to minimize power
consumption of buildings in peak hours. This paper proposes a novel energy management …

Demand response strategy applied to residential electric water heaters using dynamic programming and K-means clustering

MAZ Alvarez, K Agbossou, A Cardenas… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Previous studies have shown that electric water heaters (EWHs) have strong potential in
demand-side management applications more precisely because they offer energy storage …

Gray-box soft sensors in process industry: Current practice, and future prospects in era of big data

I Ahmad, A Ayub, M Kano, II Cheema - Processes, 2020 - mdpi.com
Virtual sensors, or soft sensors, have greatly contributed to the evolution of the sensing
systems in industry. The soft sensors are process models having three fundamental …

[HTML][HTML] A state-space heating and cooling model for thermal stratification in horizontally configured electric hot water storage cylinders

PD van Schalkwyk, JAA Engelbrecht, JP Meyer… - Applied Thermal …, 2024 - Elsevier
Domestic water heating significantly impacts global energy demand, with electric hot water
storage devices notably contributing to grid load. Efficient management of these widespread …

A dynamic mathematical model of an ultra-supercritical coal fired once-through boiler-turbine unit

H Fan, Y Zhang, Z Su, B Wang - Applied Energy, 2017 - Elsevier
It is challenging and interesting to establish a precise dynamic model of an OTB (once-
through boiler) power plant unit in order to meet large scale load demands from the power …

Research on coordinated control of renewable-energy-based Heat-Power station system

X Lei, Y Lin, Q Yang, J Zhou, X Chen, J Wen - Applied Energy, 2022 - Elsevier
The traditional combined heat and power (CHP) units have drawbacks such as a lack of
flexibility in control and environmental pollution. Renewable-energy-based heat-power …

Fault detection for non-condensing boilers using simulated building automation system sensor data

R Shohet, MS Kandil, Y Wang, JJ McArthur - Advanced Engineering …, 2020 - Elsevier
Building performance has been shown to degrade significantly after commissioning,
resulting in increased energy consumption and associated greenhouse gas emissions. Fault …