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Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer SCIE
期刊论文 | 2025 , 106 , 700-711 | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
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Abstract :

Hydrogen-enriched compressed natural gas pemetrated integrated energy system (HPIES) stands as a highly promising technique for enhancing energy efficiency and mitigating emissions, owing to its capacity to effectively address the issue of elevated hydrogen transportation expenses. Traditional integrated energy systems (IESs) fail to describe the impact of hydrogen blending on gas properties, gas transportation, and gas separation, and face economic challenges. Therefore, in this paper, a novel HPIES optimal scheduling model is established considering the multi-membrane hydrogen separation and the variable efficiency model of electrolyzer. Firstly, the HPIES model, considering variable hydrogen doping ratio and uncertain starting flow direction, is developed. Secondly, in HPIES, two kinds of membranes are combined to forma multi- membrane hydrogen separation model. The thermodynamics of the electrolyzer and the bubble coverage model are considered in the optimization of HPIES. Finally, the effectiveness of the proposed model is verified by taking IEEE 39 - bus power system and 20 - node natural gas system as an example. In addition, the results indicate that HPIES can accurately reflect the flow of the system, and it has led to a cost reduction of $439,156. Meanwhile, the model demonstrates that multi-membrane hydrogen separation can reduce 46.861 MW and 38.359 MW, respectively, in a single day compared to the other two membranes. The variable efficiency model of the electrolyzer can reflect the trend of changes in the electrolyzer.

Keyword :

Electrolyzer variable efficiency model Electrolyzer variable efficiency model HCNG Pemetrated Integrated Energy System (HPIES) HCNG Pemetrated Integrated Energy System (HPIES) Hydrogen enriched compressed natural gas HCNG Hydrogen enriched compressed natural gas HCNG Multi-membrane hydrogen separation model Multi-membrane hydrogen separation model

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GB/T 7714 Zheng, Wendi , Wang, Jiateng , Shao, Zhenguo et al. Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer [J]. | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2025 , 106 : 700-711 .
MLA Zheng, Wendi et al. "Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer" . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 106 (2025) : 700-711 .
APA Zheng, Wendi , Wang, Jiateng , Shao, Zhenguo , Yang, Yingsheng , Zhao, Yuhang , Lai, Zhenhua . Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2025 , 106 , 700-711 .
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Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer EI
期刊论文 | 2025 , 106 , 700-711 | International Journal of Hydrogen Energy
Optimal scheduling of HPIES considering multi-membrane hydrogen separation and variable efficiency of electrolyzer Scopus
期刊论文 | 2025 , 106 , 700-711 | International Journal of Hydrogen Energy
Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties SCIE
期刊论文 | 2025 , 113 , 249-260 | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
Abstract&Keyword Cite Version(2)

Abstract :

Electric-hydrogen refueling stations (EHRSs), capable of simultaneously serving hydrogen-powered and electric vehicles, present a promising avenue for efficient and cost-effective implementation leveraging existing charging infrastructure. An EHRS operating model prioritizing both economic viability and operational safety is developed. A heat transfer model is established to accurately characterize the temperature fluctuations within the Hydrogen Storage Tank (HST) during filling and emptying operations. Further, we introduce a vehicle operation model accommodating uncertainties in arrival times and energy consumption, utilizing a distributionally robust optimization (DRO) approach based on the Wasserstein distance to capture the distinct energy consumption distributions during peak and valley periods. This infinite-dimensional DRO model is transformed into a tractable finite-dimensional linear model. A tailored relaxation-iteration algorithm addresses the complex temperature model constraints. Case studies demonstrate the robustness of our model, effectively mitigating the impact of uncertainties in bus arrival time and energy consumption. For instance, Our approach address temperature violations in the HST while maintaining profitability. The DRO approach yields a 66% improvement in operating profits compared to the robust approach ($-996.45 vs. $-335.89), demonstrating its ability to balance robustness and economic performance while ensuring HST safety.

Keyword :

A relaxation-iteration algorithm A relaxation-iteration algorithm Distributionally robust optimization (DRO) Distributionally robust optimization (DRO) Electric-hydrogen refueling stations (EHRS) Electric-hydrogen refueling stations (EHRS) Heat transfer model Heat transfer model Numerical model Numerical model Vehicle uncertainty Vehicle uncertainty

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GB/T 7714 Zheng, Wendi , Chen, Rui , Shao, Zhenguo et al. Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties [J]. | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2025 , 113 : 249-260 .
MLA Zheng, Wendi et al. "Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties" . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 113 (2025) : 249-260 .
APA Zheng, Wendi , Chen, Rui , Shao, Zhenguo , Pan, Jianing , Zhu, Youzhe . Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2025 , 113 , 249-260 .
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Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties Scopus
期刊论文 | 2025 , 113 , 249-260 | International Journal of Hydrogen Energy
Safe and economical operation of electric-hydrogen refueling stations: A temperature-aware scheduling approach under vehicle uncertainties EI
期刊论文 | 2025 , 113 , 249-260 | International Journal of Hydrogen Energy
Modeling and Simulation of PEMFC Based on Physical Design Parameters EI
会议论文 | 2024 , 1038-1044 | 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
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Abstract :

The PEMFC(Proton Exchange Membrane Fuel Cell) possesses the advantages of high energy efficiency, simple structure, zero-emission, etc., which has great development potential and application prospects. Modeling research is very important for the characterization, structural design, and control strategy analysis of PEMFC. In this work, a comprehensive PEMFC model is proposed based on simplifying assumptions and operating mechanisms. The model consists of a voltage model, an anode model, a cathode model, and a membrane model, and considers the transmembrane transport of water and gases. In addition, the model is designed based on operating conditions and physical design parameters to enable a more accurate characterization of the fuel cell. The influence of operating conditions on the output characteristics of PEMFC was explored using the developed model. The developed model can be used to optimize the design of the PEMFC. © 2024 IEEE.

Keyword :

Electrodes Electrodes Energy efficiency Energy efficiency Proton exchange membrane fuel cells (PEMFC) Proton exchange membrane fuel cells (PEMFC) Structural design Structural design

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GB/T 7714 Lv, Bochao , Zheng, Wendi , Sun, Jin et al. Modeling and Simulation of PEMFC Based on Physical Design Parameters [C] . 2024 : 1038-1044 .
MLA Lv, Bochao et al. "Modeling and Simulation of PEMFC Based on Physical Design Parameters" . (2024) : 1038-1044 .
APA Lv, Bochao , Zheng, Wendi , Sun, Jin , Yuan, Jiajun , Liu, Zhiyuan , Zhang, Bingtao . Modeling and Simulation of PEMFC Based on Physical Design Parameters . (2024) : 1038-1044 .
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Modeling and Simulation of PEMFC Based on Physical Design Parameters Scopus
其他 | 2024 , 1038-1044 | Proceedings - 2024 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
Optimization Configuration of Electric Hydrogen Integrated Charging Station for New Energy Transportation with Adjustable Characteristics EI
会议论文 | 2024 , 1848-1854 | 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
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Abstract :

With the development of clean energy technologies such as hydrogen energy, public transportation systems are facing a critical moment to switch to new energy transportation. Therefore, this paper takes the electric-hydrogen integrated charging station (EHICS) constructed by electrolyzer, hydrogen storage tank, cold ironing (CI), and swapping electricity compartment (SEC) as the object of research, and formulates the optimized configuration scheme. Analyze the adjustable characteristics of the SEC and CI in depth, and establish the adjustable mathematical model of battery and electric ship charging. The nonlinear function in the optimization model is linearized to establish a mixed integer linear programming model. With the goal of minimizing the comprehensive cost of the system, the proposed configuration method can effectively improve the flexibility and economy of the electric-hydrogen integrated charging station through the comparative analysis of different cases. © 2024 IEEE.

Keyword :

Charging (batteries) Charging (batteries) Hydrogen storage Hydrogen storage Integer programming Integer programming

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GB/T 7714 Yuan, Jiajun , Zheng, Wendi , Liu, Zhiyuan et al. Optimization Configuration of Electric Hydrogen Integrated Charging Station for New Energy Transportation with Adjustable Characteristics [C] . 2024 : 1848-1854 .
MLA Yuan, Jiajun et al. "Optimization Configuration of Electric Hydrogen Integrated Charging Station for New Energy Transportation with Adjustable Characteristics" . (2024) : 1848-1854 .
APA Yuan, Jiajun , Zheng, Wendi , Liu, Zhiyuan , Zhang, Bingtao , Lv, Bochao , Sun, Jin . Optimization Configuration of Electric Hydrogen Integrated Charging Station for New Energy Transportation with Adjustable Characteristics . (2024) : 1848-1854 .
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Optimization Configuration of Electric Hydrogen Integrated Charging Station for New Energy Transportation with Adjustable Characteristics Scopus
其他 | 2024 , 1848-1854 | Proceedings - 2024 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
Optimal Configuration of Island Water-Energy Nexus Systems Considering Multistage Desalination EI
会议论文 | 2024 , 278-283 | 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
Abstract&Keyword Cite Version(1)

Abstract :

Islands occupy an important strategic position in the development of a country, but the water supply system of islands faces the hidden problem of insufficient water supply, and reverse osmosis desalination technology plays an important role in solving this problem. However, existing studies on the configuration of water-energy nexus systems on islands have oversimplified the description of the desalination model and have not considered the requirements of different water loads for the concentration of solutes in the but also water. In this paper, a method for optimizing the configuration of water-energy nexus systems on sea islands considering multistage desalination is proposed. Firstly, a comprehensive mathematical model of water-energy nexus system integrating wind energy, hydrogen energy, and reverse osmosis desalination is established. Secondly, considering the coupled equipment characteristics of the water network and the distribution network, the water network and the distribution network flow model is established. Finally, a reasonable configuration is obtained by solving the optimization objective of the lowest integrated cost of the island water-energy nexus system, and the influence of the reverse osmosis membrane parameters on the cost of the whole system is analyzed. © 2024 IEEE.

Keyword :

Desalination Desalination Reverse osmosis Reverse osmosis Water supply Water supply Water supply systems Water supply systems Wind power Wind power

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GB/T 7714 Liu, Zhiyuan , Zheng, Wendi , Yuan, Jiajun et al. Optimal Configuration of Island Water-Energy Nexus Systems Considering Multistage Desalination [C] . 2024 : 278-283 .
MLA Liu, Zhiyuan et al. "Optimal Configuration of Island Water-Energy Nexus Systems Considering Multistage Desalination" . (2024) : 278-283 .
APA Liu, Zhiyuan , Zheng, Wendi , Yuan, Jiajun , Zhang, Bingtao , Lv, Bochao , Sun, Jin . Optimal Configuration of Island Water-Energy Nexus Systems Considering Multistage Desalination . (2024) : 278-283 .
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Optimal Configuration of Island Water-Energy Nexus Systems Considering Multistage Desalination Scopus
其他 | 2024 , 278-283 | Proceedings - 2024 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
A Negotiation Model for Bilateral Contracting Considering Perceived Value EI
会议论文 | 2024 , 2434-2440 | 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
Abstract&Keyword Cite Version(1)

Abstract :

In an open electricity market environment, power generators and large users participating in bilateral transactions have to use limited information to estimate each other's reservation prices, to help themselves adjust and improve their offer strategies, and to improve the probability of successful transactions. A reservation price pricing method combining perceived value and cost is proposed, based on which a bilateral transaction negotiation model is constructed. We estimate the actual utility of power consumers (power generators) through the expected use value of the power generators (power consumers) and determine the other party's reservation price by combining the cost of power generation and willingness to pay. We describe the participants' offer strategies through concession factors and examine the dynamic iterative process of participants' negotiation. The analyses of the algorithms show that the method can be applied to one-to-many and many-to-many transaction matching, but the transaction steps will be more complicated when the offer gap between the matching parties is too large. © 2024 IEEE.

Keyword :

Behavioral research Behavioral research Charging (batteries) Charging (batteries) Cost benefit analysis Cost benefit analysis Economics Economics Iterative methods Iterative methods

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GB/T 7714 Sun, Jin , Zheng, Wendi , Lv, Bochao et al. A Negotiation Model for Bilateral Contracting Considering Perceived Value [C] . 2024 : 2434-2440 .
MLA Sun, Jin et al. "A Negotiation Model for Bilateral Contracting Considering Perceived Value" . (2024) : 2434-2440 .
APA Sun, Jin , Zheng, Wendi , Lv, Bochao , Zhang, Bingtao , Yuan, Jiajun , Liu, Zhiyuan . A Negotiation Model for Bilateral Contracting Considering Perceived Value . (2024) : 2434-2440 .
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A Negotiation Model for Bilateral Contracting Considering Perceived Value Scopus
其他 | 2024 , 2434-2440 | Proceedings - 2024 9th Asia Conference on Power and Electrical Engineering, ACPEE 2024
Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process SCIE
期刊论文 | 2023 , 48 (51) , 19437-19449 | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
WoS CC Cited Count: 3
Abstract&Keyword Cite Version(2)

Abstract :

Hydrogen is injected into the existing natural gas network to form hydrogen-rich com-pressed natural gas (HCNG), effectively addressing the high cost of hydrogen transmission. However, the traditional IES model cannot be used due to the hydrogen injection's effect on gas properties and the vague characteristics of the transport and separation processes. Therefore, this paper proposes an HCNG penetrated integrated energy system (HPIES) optimal dispatching method by comprehensively modelling the injection, transmission, and separation processes of HCNG. An HCNG mass flow rate model considering variable mixing ratio and unknown beginning flow direction is developed to describe the effect of hydrogen injection. Furthermore, the hydrogen separation model is established by intro-ducing a combined membrane and pressure swing adsorption separation process. The tightening McCormick algorithm is proposed to solve quickly HPIES optimal dispatch problem with an acceptable feasibility check. Finally, case studies on the HPIES consisting of IEEE 39-bus power system and 20-node natural gas system validate the effectiveness of the algorithm and model. The results show that the average error is 0.031% for the bilinear term constraint.(c) 2023 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.

Keyword :

Convex relaxation Convex relaxation Hydrogen enriched compressed Hydrogen enriched compressed Hydrogen injection Hydrogen injection Hydrogen separation Hydrogen separation Integrated energy system Integrated energy system natural gas (HCNG) natural gas (HCNG)

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GB/T 7714 Zheng, Wendi , Li, Jihui , Lei, Kebo et al. Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process [J]. | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2023 , 48 (51) : 19437-19449 .
MLA Zheng, Wendi et al. "Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process" . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 48 . 51 (2023) : 19437-19449 .
APA Zheng, Wendi , Li, Jihui , Lei, Kebo , Shao, Zhenguo , Li, Jiurong , Xu, Zhihong . Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2023 , 48 (51) , 19437-19449 .
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Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process Scopus
期刊论文 | 2023 , 48 (51) , 19437-19449 | International Journal of Hydrogen Energy
Optimal dispatch of HCNG penetrated integrated energy system based on modelling of HCNG process EI
期刊论文 | 2023 , 48 (51) , 19437-19449 | International Journal of Hydrogen Energy
Safe Operation Strategy of Electric-hydrogen Charging Station With Gas-solid Hydrogen Storage Characteristics; [考虑气–固两相储氢特性的电–氢充能站安全运行策略] Scopus CSCD PKU
期刊论文 | 2023 , 43 (18) , 6965-6977 | Proceedings of the Chinese Society of Electrical Engineering
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Abstract :

As a new form of energy supply that integrates energy charging and renewable energy consumption, electric hydrogen charging stations have a broad prospect in realizing clean energy. However, safety concerns have prevented further commercialization. Therefore, the safe operation strategy of an electric-hydrogen charging station with a gas-solid hydrogen storage system is proposed in this paper. The risk of hydrogen energy utilization is reduced by changing the form of hydrogen storage. First, considering the interaction force between hydrogen atoms, a non-ideal gas pressure formula based on compression factor is proposed to accurately describe the nonlinear pressure growth in hydrogen storage tank. Then, the TNT equivalent method and half-lethal range are introduced to quantify the risk of hydrogen storage tanks. Safety constraints and quantitative control indexes are constructed to provide the optimization model's safety boundaries and decision-making direction. Finally, the original metal hydrogen storage model is approximated by the hypothesis, and the hydrogen form transformation equation is constructed from the perspective of the power grid. The case study shows that when the metal hydrogen storage amount accounts for 20%~30% of the total hydrogen storage, the optimal safe running effect of the electricity - hydrogen charging station is achieved. ©2023 Chin.Soc.for Elec.Eng.

Keyword :

electric-hydrogen charging station electric-hydrogen charging station metal hydrogen storage metal hydrogen storage non-ideal gas pressure non-ideal gas pressure risk quantification risk quantification

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GB/T 7714 Zheng, W. , Lei, K. , Wang, X. et al. Safe Operation Strategy of Electric-hydrogen Charging Station With Gas-solid Hydrogen Storage Characteristics; [考虑气–固两相储氢特性的电–氢充能站安全运行策略] [J]. | Proceedings of the Chinese Society of Electrical Engineering , 2023 , 43 (18) : 6965-6977 .
MLA Zheng, W. et al. "Safe Operation Strategy of Electric-hydrogen Charging Station With Gas-solid Hydrogen Storage Characteristics; [考虑气–固两相储氢特性的电–氢充能站安全运行策略]" . | Proceedings of the Chinese Society of Electrical Engineering 43 . 18 (2023) : 6965-6977 .
APA Zheng, W. , Lei, K. , Wang, X. , Shao, Z. , Li, J. , Xu, Z. et al. Safe Operation Strategy of Electric-hydrogen Charging Station With Gas-solid Hydrogen Storage Characteristics; [考虑气–固两相储氢特性的电–氢充能站安全运行策略] . | Proceedings of the Chinese Society of Electrical Engineering , 2023 , 43 (18) , 6965-6977 .
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Safe Operation Strategy of Electric-hydrogen Charging Station With Gas-solid Hydrogen Storage Characteristics EI CSCD PKU
期刊论文 | 2023 , 43 (18) , 6965-6977 | Proceedings of the Chinese Society of Electrical Engineering
考虑气–固两相储氢特性的电–氢充能站安全运行策略 CSCD PKU
期刊论文 | 2023 , 43 (18) , 6965-6978 | 中国电机工程学报
Abstract&Keyword Cite Version(2)

Abstract :

电–氢充能站作为集充能、消纳新能源为一体的新型供能形式,在实现能源清洁化方面具有广阔前景。然而,安全问题阻碍了电–氢充能站的进一步商业化。为此,该文提出气–固两相储氢系统的电–氢充能站安全运行策略,通过转变氢气存储形态降低氢能利用风险。首先,考虑氢原子之间相互作用力,提出基于压缩因子的非理想气体压强公式,以准确刻画储氢罐内的非线性压强增长。其次,引入TNT当量法与半致死范围对储氢罐的安全风险进行量化,构建安全约束条件与量化调控指标,为优化模型提供安全边界与决策方向。最后,对原始金属储氢模型进行假设近似,构建电网视角下的氢气形态转换模型。结果表明,金属储氢占总储氢容量的20%~30%时,电–氢充能站的安全运行效果最佳。

Keyword :

电–氢充能站 电–氢充能站 金属储氢 金属储氢 非理想气体压强 非理想气体压强 风险量化 风险量化

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GB/T 7714 郑文迪 , 雷克波 , 王向杰 et al. 考虑气–固两相储氢特性的电–氢充能站安全运行策略 [J]. | 中国电机工程学报 , 2023 , 43 (18) : 6965-6978 .
MLA 郑文迪 et al. "考虑气–固两相储氢特性的电–氢充能站安全运行策略" . | 中国电机工程学报 43 . 18 (2023) : 6965-6978 .
APA 郑文迪 , 雷克波 , 王向杰 , 邵振国 , 李继辉 , 李玖镕 et al. 考虑气–固两相储氢特性的电–氢充能站安全运行策略 . | 中国电机工程学报 , 2023 , 43 (18) , 6965-6978 .
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考虑气–固两相储氢特性的电–氢充能站安全运行策略 CSCD PKU
期刊论文 | 2023 , 43 (18) , 6965-6978 | 中国电机工程学报
Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction SCIE
期刊论文 | 2023 , 48 (69) , 26964-26978 | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
WoS CC Cited Count: 4
Abstract&Keyword Cite Version(2)

Abstract :

The hydrogen/electric vehicle charging station (HEVCS) is widely regarded as a highly attractive system for facilitating the popularity of hydrogen and electric vehicles in the future. However, conventional optimal dispatch of HEVCS could lead to poor performance due to the lack of adequate consideration of vehicle charging decision behaviours and neglection of the impacts of different information sources on it. This paper investigates a charging demand prediction method that considers multi-source information and proposes a multi-objective optimal dispatching strategy of HEVCS. First, an information interaction framework of integrated road network, vehicles and HEVCS is introduced. Road network model and HEVCS model are established based on the proposed framework. To improve the flexibility of dispatch, two charging modes are designed, which are intended to guide drivers to adjust their consumption behaviour by electricity price incentives. Furthermore, psychologically based hybrid utility-regret decision model and WeberFechner (W-F) stimulus model are developed to reasonably predict drivers' choice of charging stations and charging modes. The daily revenue of HEVCS and the total queuing time of drivers are the objective functions considered in this paper simultaneously. The above multi-objective optimization results that the proposed strategy can effectively improve the benefits of HEVCS and reduce energy waste. Additionally, this paper discusses the results of a sensitivity analysis conducted by varying incentive discount, which reveals the combined benefits of the HEVCS and the vehicles are effectively increased by setting reasonable incentive discounts.& COPY; 2023 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.

Keyword :

Charging decision prediction Charging decision prediction charging station (HEVCS) charging station (HEVCS) Dispatching strategy Dispatching strategy electricity vehicle electricity vehicle Hydrogen Hydrogen Hydrogen and electric vehicles Hydrogen and electric vehicles Multi -source information Multi -source information

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GB/T 7714 Zheng, Wendi , Li, Jiurong , Shao, Zhenguo et al. Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction [J]. | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2023 , 48 (69) : 26964-26978 .
MLA Zheng, Wendi et al. "Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction" . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 48 . 69 (2023) : 26964-26978 .
APA Zheng, Wendi , Li, Jiurong , Shao, Zhenguo , Lei, Kebo , Li, Jihui , Xu, Zhihong . Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction . | INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , 2023 , 48 (69) , 26964-26978 .
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Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction Scopus
期刊论文 | 2023 , 48 (69) , 26964-26978 | International Journal of Hydrogen Energy
Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction EI
期刊论文 | 2023 , 48 (69) , 26964-26978 | International Journal of Hydrogen Energy
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