Enhanced temperature regulation in compound heating systems: Leveraging guided policy search and model predictive control

G Sun, Y Yu, Q Yu, X Tan, L Wu, R Qin, Y Wang - Renewable Energy, 2024 - Elsevier
With the widespread application of solar-energy-air-source heat pump composite heating,
optimizing the regulation of air temperature in heating zones, enhancing system thermal …

Enhancing smart building performance with waste heat recovery: Supply-side management, demand reduction, and peak shaving via advanced control systems

H Liu, Z Du, T Xue, T Jiang - Energy and Buildings, 2025 - Elsevier
With the increasing use of smart building technologies in modern infrastructures, a growing
focus is on developing intelligent energy systems. This study focuses on a crucial part of this …

Methods and experiments for automatic control of surface back pressure based on dung beetle optimizer-PID controller

Z Long, J Li, H Yang, W Chen, G Zhang, B Wang… - Process Safety and …, 2024 - Elsevier
To ensure safer drilling and to prevent kicks and blowouts, Managed Pressure Drilling
(MPD) technology has been proposed. However, conventional MPD necessitates manual …

An effective PID control method of air conditioning system for electric drive workshop based on IBK-IFNN two-stage optimization

X Gong, X Wang, W Xiong, H Zhang, Y Xin - Journal of Building …, 2024 - Elsevier
A proportional-integral-derivative (PID) controller is a commonly used method for controlling
air conditioning systems in electric drive workshops. However, traditional PID controllers …

Transient cooling performance and parametric characteristic of active–passive coupling cooling system integrated air-conditioner, PV-PCM envelope, and ice storage

YX Huang, ZY Shu, ZQ Liu, Y Cai, WW Wang… - Energy and …, 2025 - Elsevier
Passive cooling buildings integrating renewable energy sources offer a promising solution
to modern energy challenges. However, high costs and the effects of climate change often …

[HTML][HTML] Enhancing sustainable and climate-resilient agriculture: Optimization of greenhouse energy consumption through microgrid systems utilizing advanced meta …

AO Yakub, MA Adesanya, NN Same, A Rabiu… - Energy Strategy …, 2024 - Elsevier
Greenhouses offer controlled microclimates that enable year-round cultivation, improving
food security and agricultural productivity. However, greenhouses are energy-intensive, with …

[HTML][HTML] Assessment of new flow control strategy for the air handling units on energy management and sustainability

MZ Sogut, H Mutlu - International Journal of Thermofluids, 2025 - Elsevier
The issue of thermal control and energy-efficient air conditioning has emerged as a
significant challenge in the context of industrial production. In particular, for processes that …

[HTML][HTML] Comparative and Sensibility Analysis of Cooling Systems

ÉG Espinosa-Martínez, S Quezada-García… - Energies, 2024 - mdpi.com
As the global average temperature has increased due to climate change, the use of air
conditioning equipment for cooling homes has become more popular. Inverter equipment is …

Spatiotemporal Prediction and Proactive Control Method for Excavation-Induced Wall Deflection.

W Liu, S Zeng, K Chen, X Pan - Applied Sciences (2076 …, 2024 - search.ebscohost.com
The advancement of urbanization has led to stricter requirements for the prediction and
control of excavation-induced deformations. To achieve this goal, this study proposes a …

Investigation of the Thermal Regime of a Cultivation Structure Following an Emergency Shutdown of the Heating System

MV Pavlov, KM Vafaeva, DF Karpov… - E3S Web of …, 2024 - e3s-conferences.org
Maintaining favorable microclimatic conditions in cultivation facilities is directly linked to the
stable operation of the heating system. An emergency shutdown of the heating system in a …