Optimizing heating operation via GA-and ANN-based model predictive control: Concept for a real nearly-zero energy building

G Aruta, F Ascione, N Bianco, GM Mauro… - Energy and Buildings, 2023 - Elsevier
Using a simulation-and optimization-based framework that leverages artificial neural
networks for the model predictive control of space heating operation, machine learning …

Multi-objective global dynamic optimal scheduling of smart building loads considering carbon emissions

L Yi, H Zhang, Y Wang, B Luo, L Fan, J Liu… - Energy and Buildings, 2023 - Elsevier
In recent years, there has been a significant increase in electricity consumption and carbon
emissions from households in smart buildings. This increase has had a profound impact on …

[HTML][HTML] A Review of Model Predictive Control for the Municipal Solid Waste Incineration Process

J Tang, H Tian, T Wang - Sustainability, 2024 - mdpi.com
Municipal solid waste incineration (MSWI) is essential for tackling urban environmental
challenges and facilitating renewable energy recycling. The MSWI process has …

An investigation on humans' sensitivity to environmental temperature

L Battistel, A Vilardi, M Zampini, R Parin - Scientific Reports, 2023 - nature.com
While earlier investigations into thermal perception focused on measuring the detection of
temperature changes across distinct bodily regions, the complex nature of thermal …

Research on a novel hybrid power supply scheme with energy storage technology for Tokamak

Y Tian, Y Wu, J Lu, L Xu, P Wang… - International Journal of …, 2023 - Wiley Online Library
Megawatt‐impulse power generated by Tokamak fusion devices seriously threats to the
stable operation of the whole system. The current power supply scheme needs to leave …

Multi-period optimal scheduling of building loads based on accurate virtual battery model

X Zhu, P Wang, N Li, W Yan - Energy and Buildings, 2025 - Elsevier
Optimal building load scheduling is assuming a pivotal role in enhancing stability and
promoting sustainability in the modern energy sector. However, it is significantly challenging …

Agent-based power management in apartment buildings: Tenant preferences and distributed energy resources

M Cho, H Aki, D Kodaira - Journal of Building Engineering, 2024 - Elsevier
Apartment buildings (APBs) consist of multiple residential spaces and common facilities,
unlike single-family buildings, and have correspondingly diverse energy demands; however …

Optimal load scheduling strategy for isolated building-integrated DC microgrid using binary PSO to maximize user comfort and minimize peak-to-average ratio

T Vidya, KN Sam, CHR Jethmalani - Energy and Buildings, 2024 - Elsevier
Due to the growth of electricity consumption in residential and commercial buildings, there is
a growing burden on utilities in urban areas. Sustainable buildings are being developed by …

Lexicographic optimization for economic model predictive control with zone tracking

Y Jv, Z Wang, Y Zhang, X Yin, J Liu - Chemical Engineering Research and …, 2023 - Elsevier
Tracking model predictive control (MPC) and economic model predictive control (EMPC) are
essential techniques in process control. Economic model predictive control with zone …

Investigation and analysis of demand response approaches, bottlenecks, and future potential capabilities for IoT‐enabled smart grid

MA Khan, T Khan, M Waseem, AM Saleh… - IET Renewable …, 2024 - Wiley Online Library
Significant attempts have been made to make the electrical grid more intelligent and
responsive to better meet customers' requirements while boosting the stability and efficiency …