Control strategy analysis of multistage speed compressor for vehicle air conditioning based on particle swarm optimization

He, Liange; Li, Pengpai; Zhang, Yan; Jing, Haodong; Gu, Zihan

doi:10.1016/j.csite.2023.103033

Cited by 9 publications

(3 citation statements)

References 27 publications

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“…• Advancements in compressor design and refrigerant technology to reduce energy consumption [14][15][16][17]. • Integration of waste heat recovery systems to utilize excess heat from the AC system and reduce the load on the engine [18].…”

Section: The Impact Of Ac Systems On Fuel Consumption and Electric Ve...mentioning

confidence: 99%

Adsorption Air Conditioning for Automotive Applications: A Critical Review

Vasta¹

2023

Preprint

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The automotive industry is continuously seeking innovative solutions to improve the energy efficiency and sustainability of vehicles. Among the various energy-consuming systems in automobiles, air conditioning plays a crucial role. However, conventional vapour compression-based air conditioning systems are known for their high energy consumption and environmental impact. In recent years, adsorption technology has gained significant attention as a promising alternative due to its potential for higher energy efficiency and reduced greenhouse gas emissions. This review paper presents a comprehensive analysis of advancements in adsorption air conditioning technology specifically designed for automotive applications. The paper examines the recent research and development efforts in enhancing the performance and practicality of these systems, encompassing areas such as advanced materials selection, and system integration strategies. Furthermore, this review highlights the benefits and challenges associated with implementing adsorption air conditioning systems in vehicles. The environmental impact and potential for waste heat recovery are also discussed. Additionally, emerging trends, such as hybridization with conventional vapour compression systems, are explored to further optimize the energy efficiency and sustainability of automotive air conditioning. By critically evaluating the existing literature and research advancements, this review provides insights into the state-of-the-art thermally driven technologies for automotive applications.

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Section: The Impact Of Ac Systems On Fuel Consumption and Electric Ve...mentioning

confidence: 99%

Adsorption Air Conditioning for Automotive Applications: A Critical Review

Vasta¹

2023

Preprint

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“…A multi-stage compressor control strategy using a particle swarm optimization algorithm (PSO) was proposed by Liange He and other researchers with the aim of reducing W compressor . 19 This strategy aimed to keep N compressor as close as possible to the high-efficiency cooling zone and achieved temperature control by outputting different speeds in different temperature zones. This control strategy reduced energy consumption by 4.07% compared to a conventional PID control.…”

Section: Introductionmentioning

confidence: 99%

Reinforcement learning-based control for the thermal management of the battery and occupant compartments of electric vehicles

Zhang,

Huang,

et al. 2024

Sustainable Energy Fuels

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“…Advancements in compressor design and refrigerant technology to reduce energy consumption [15][16][17][18].…”

mentioning

confidence: 99%

Adsorption Air-Conditioning for Automotive Applications: A Critical Review

Vasta

2023

Energies

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The automotive industry seeks innovative solutions for energy-efficient and sustainable vehicles. Conventional air-conditioning systems consume significant energy and have environmental impacts. Adsorption technology offers a promising alternative with higher energy efficiency and reduced emissions. This review analyzes recent advancements in adsorption air-conditioning for automotive applications, including material selection and system integration. It discusses the benefits, challenges, environmental impact, and waste heat recovery potential of adsorption systems. This review explores emerging trends like hybridization with vapour-compression (VC) systems to optimize energy efficiency and sustainability. By evaluating the existing literature, this review provides insights into thermally driven technologies for automotive air-conditioning.

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Control strategy analysis of multistage speed compressor for vehicle air conditioning based on particle swarm optimization

Cited by 9 publications

References 27 publications

Adsorption Air Conditioning for Automotive Applications: A Critical Review

Adsorption Air Conditioning for Automotive Applications: A Critical Review

Reinforcement learning-based control for the thermal management of the battery and occupant compartments of electric vehicles

Adsorption Air-Conditioning for Automotive Applications: A Critical Review

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