Zero-carbon parks have broad prospects in carbon neutralization.As an energy hub,hydrogen energy storage plays an important role in zero-carbon parks.However,the nonlinear characteristics of hydrogen energy storage sy...Zero-carbon parks have broad prospects in carbon neutralization.As an energy hub,hydrogen energy storage plays an important role in zero-carbon parks.However,the nonlinear characteristics of hydrogen energy storage systems(HESSs)have a significant impact on the system economy.Therefore,considering the variable working condition characteristics of HESSs,a hybrid operation method is proposed for HESS,to support the efficient and economic operation of zero-carbon parks,By analyzing the operating principle of a zero-carbon park with HESS,the system structure framework and variable condition linearization model of the equipment in HESS are established.Moreover,considering the energy output characteristics of hydrogen energy storage equipment under variable working conditions,a multimodule hybrid operation strategy is proposed for electrolytic and fuel cells,effectively meeting the thermoelectric load demand of zero-carbon parks in different scenarios.Finally,the economy of the proposed hybrid operation strategy was verified in typical scenarios,using a zero-carbon park embedded with a HESS.展开更多
In order to increase the renewable energy penetration for building and industrial energy use in industrial parks,the energy supply system requires transforming from a centralized energy supply mode to a distributed+ce...In order to increase the renewable energy penetration for building and industrial energy use in industrial parks,the energy supply system requires transforming from a centralized energy supply mode to a distributed+centralized energy supply mode.The application of a hybrid energy storage system can effectively solve the problem of low renewable energy utilization levels caused by a spatiotemporal mismatch between the energy source and load.This study summarized the advantages and limitations of common energy storage technologies in industrial parks from the aspects of service life,response time,cycle efficiency and energy storage density,etc.The advantages of the hybrid energy storage system in industrial parks were also discussed in terms of sustainable development,climate change mitigation,social impact,and other aspects.The typical frameworks of hybrid energy storage were summarized,and the advantages,disadvantages,and application scenarios of each typical framework were analyzed.The current status of hybrid energy storage systems was summarized from the aspects of system modeling,hybrid energy storage mechanisms,design optimization,and operation dispatching.At the same time,the key challenges in modeling,regulation,and optimization of hybrid energy storage systems were discussed.This discussion leads to proposals for the direction of future research.The optimization methods and processes for designing and operating hybrid energy storage systems were proposed based on theoretical frameworks and methods.It is hoped that this review can provide some guidance and serve as a reference for developing and applying hybrid energy storage systems in industrial parks.展开更多
面向能源互联网的零碳园区以新能源为主体,汇集了高比例风/光/生物质等可再生能源、氢发电、煤电等能源形式。然而,目前零碳园区设备数据状态感知研究较少。为合理规划零碳园区中用于数据收集与分析的智能感知设备,保证零碳园区能源系...面向能源互联网的零碳园区以新能源为主体,汇集了高比例风/光/生物质等可再生能源、氢发电、煤电等能源形式。然而,目前零碳园区设备数据状态感知研究较少。为合理规划零碳园区中用于数据收集与分析的智能感知设备,保证零碳园区能源系统可靠、安全、优质、低碳和经济运行,提出一种面向能源互联网的零碳园区智能感知设备优化规划方法。首先,分析零碳园区状态感知设备的要求,制定了智能感知设备优化规划的原则,考虑投资成本、维护成本、故障成本等方面,提出了零碳园区智能感知设备优化规划的数学模型;其次,为实现所制定数学模型的准确求解,提出一种灰狼-教与学混合优化(grey wolf and teaching-learning hybrid optimization, GWO-TLBO)算法;最后,以一个零碳园区的实际案例作为仿真验证,验证了文章所提出的零碳园区智能感知设备优化规划方法可显著降低生命周期成本,与现有智能算法的对比实验表明所提出的GWO-TLBO算法具有较高的求解精度。展开更多
基金supported by Natural Science Foundation of China(no.72471087)Natural Science Foundation of Beijing Municipality(no.9242015).
文摘Zero-carbon parks have broad prospects in carbon neutralization.As an energy hub,hydrogen energy storage plays an important role in zero-carbon parks.However,the nonlinear characteristics of hydrogen energy storage systems(HESSs)have a significant impact on the system economy.Therefore,considering the variable working condition characteristics of HESSs,a hybrid operation method is proposed for HESS,to support the efficient and economic operation of zero-carbon parks,By analyzing the operating principle of a zero-carbon park with HESS,the system structure framework and variable condition linearization model of the equipment in HESS are established.Moreover,considering the energy output characteristics of hydrogen energy storage equipment under variable working conditions,a multimodule hybrid operation strategy is proposed for electrolytic and fuel cells,effectively meeting the thermoelectric load demand of zero-carbon parks in different scenarios.Finally,the economy of the proposed hybrid operation strategy was verified in typical scenarios,using a zero-carbon park embedded with a HESS.
基金supported by the National Key R&D Program of China(2022YFB4201003)the National Natural Science Foundation of China(52278104)+2 种基金the Hunan Provincial Natural Science Foundation of China(2021JJ30118)the Science and Technology Innovation Program of Hunan Province(2023RC1042)the Hunan Provincial Science and Technology Department(2021RC3042)
文摘In order to increase the renewable energy penetration for building and industrial energy use in industrial parks,the energy supply system requires transforming from a centralized energy supply mode to a distributed+centralized energy supply mode.The application of a hybrid energy storage system can effectively solve the problem of low renewable energy utilization levels caused by a spatiotemporal mismatch between the energy source and load.This study summarized the advantages and limitations of common energy storage technologies in industrial parks from the aspects of service life,response time,cycle efficiency and energy storage density,etc.The advantages of the hybrid energy storage system in industrial parks were also discussed in terms of sustainable development,climate change mitigation,social impact,and other aspects.The typical frameworks of hybrid energy storage were summarized,and the advantages,disadvantages,and application scenarios of each typical framework were analyzed.The current status of hybrid energy storage systems was summarized from the aspects of system modeling,hybrid energy storage mechanisms,design optimization,and operation dispatching.At the same time,the key challenges in modeling,regulation,and optimization of hybrid energy storage systems were discussed.This discussion leads to proposals for the direction of future research.The optimization methods and processes for designing and operating hybrid energy storage systems were proposed based on theoretical frameworks and methods.It is hoped that this review can provide some guidance and serve as a reference for developing and applying hybrid energy storage systems in industrial parks.
文摘面向能源互联网的零碳园区以新能源为主体,汇集了高比例风/光/生物质等可再生能源、氢发电、煤电等能源形式。然而,目前零碳园区设备数据状态感知研究较少。为合理规划零碳园区中用于数据收集与分析的智能感知设备,保证零碳园区能源系统可靠、安全、优质、低碳和经济运行,提出一种面向能源互联网的零碳园区智能感知设备优化规划方法。首先,分析零碳园区状态感知设备的要求,制定了智能感知设备优化规划的原则,考虑投资成本、维护成本、故障成本等方面,提出了零碳园区智能感知设备优化规划的数学模型;其次,为实现所制定数学模型的准确求解,提出一种灰狼-教与学混合优化(grey wolf and teaching-learning hybrid optimization, GWO-TLBO)算法;最后,以一个零碳园区的实际案例作为仿真验证,验证了文章所提出的零碳园区智能感知设备优化规划方法可显著降低生命周期成本,与现有智能算法的对比实验表明所提出的GWO-TLBO算法具有较高的求解精度。