Renewable EnergyPub Date : 2024-11-23DOI: 10.1016/j.renene.2024.121982
Jianshu Zhou , Yue Xiang , Xin Zhang , Zhou Sun , Xuefei Liu , Junyong Liu
{"title":"Optimal Self-Consumption Scheduling of Highway Electric Vehicle Charging Station Based on Multi-Agent Deep Reinforcement Learning","authors":"Jianshu Zhou , Yue Xiang , Xin Zhang , Zhou Sun , Xuefei Liu , Junyong Liu","doi":"10.1016/j.renene.2024.121982","DOIUrl":"10.1016/j.renene.2024.121982","url":null,"abstract":"<div><div>Due to the randomness of renewable energy and electric vehicles (EVs) in highway charging stations, it is difficult to ensure the consistency of renewable energy supply and EVs demand. Considering the randomness of EVs charging and renewable energy power generation, an optimal self-consumption scheduling of a highway EV charging station based on multi-agent deep reinforcement learning (MADRL) is proposed to realize the economy, self-consumption, low-carbon operation and ensure reliability of power supply. In day-ahead, the traffic flow prediction model based on the CNN-BiLSTM and the queuing model based on user psychology are built to predict the charging load. The 24-hour optimal charging price is obtained by solving the incentive price optimization model and guides the orderly charging of EVs. In intra-day, considering the prediction errors of day-ahead and the diversity of charging levels, an optimal scheduling based on the MADRL is proposed. Regarding the multi-objective scheduling of the highway charging station, the multi-objective nonlinear and non-convex problem is transformed into multi-agent Markov game model. Finally, the effectiveness and optimality of the proposed method are verified on a highway charging station The results show that the proposed method can realize the economy, self-consumption and low-carbon operation of the charging station.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121982"},"PeriodicalIF":9.0,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142722218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-23DOI: 10.1016/j.renene.2024.121916
Chien-Yung Tseng , Mirko Musa
{"title":"Hydrokinetic energy applications within hydropower tailrace channels: Implications, siting, and U.S. potential","authors":"Chien-Yung Tseng , Mirko Musa","doi":"10.1016/j.renene.2024.121916","DOIUrl":"10.1016/j.renene.2024.121916","url":null,"abstract":"<div><div>Hydropower tailrace channels are unique and attractive locations for hydrokinetic energy harvesting due to fast currents, scheduled flow releases, proximity to existing structural and electrical infrastructures, and low risk of additional environmental impacts. However, energy-extracting devices create flow resistance, inducing a small but measurable water level increase which may diminish the available hydraulic head and reduce hydropower generation, defeating the initial value proposition. This study combines a one-dimensional momentum balance approach with the backwater equation for surface-varying open channel flow to analyze the water level increase and determine the optimal turbine siting distance that maximizes the net power production (balancing hydropower loss vs. hydrokinetic gain), as a function of the channel hydraulic conditions and the hydrokinetic turbine characteristics. Finally, using a subset of sites from the U.S. hydropower fleet, we provide a high-level estimation of the hydrokinetic potential available in tailraces in the United States and discuss two case studies. This work advocates for the adoption of hydrokinetic turbines downstream of dams as an opportunity to increase energy production at existing plants and Non-Powered Dams (NPDs) with minimal structural intervention, and, alternatively, as viable sites for large-scale field testing for hydrokinetic devices.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121916"},"PeriodicalIF":9.0,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-23DOI: 10.1016/j.renene.2024.121925
Nicole Marone , Matthew Barrington , Budi Gunawan , Jarlath McEntee , Martin Wosnik
{"title":"Performance of cross-flow turbines with varying blade materials and unsupported blade span","authors":"Nicole Marone , Matthew Barrington , Budi Gunawan , Jarlath McEntee , Martin Wosnik","doi":"10.1016/j.renene.2024.121925","DOIUrl":"10.1016/j.renene.2024.121925","url":null,"abstract":"<div><div>Cross-flow turbines could play a larger role in the diversification of the global energy supply if the impact of more cost-competitive design choices on performance and rotor dynamics was better understood. This study focuses on rotor performance and blade strain measurements while varying the following parameters: blade materials and blade free end length by changing strut support position. Towing tank experiments were performed with a modular 1-meter diameter cross-flow turbine consisting of three NACA 0018 blades with two support struts. One strut was fixed at the lower end of the turbine, while the second strut was adjustable, thereby changing the length of the free end. The blade materials tested were carbon, E-glass, and hollow E-glass fiber composites, in decreasing order of stiffness and cost. High-resolution distributed fiber optic sensors were embedded in two of the three rotor blades for each material and provided hundreds of strain measurements per blade. Turbine performance and blade strain were measured while varying tow speed and tip speed ratio. Performance tests were conducted at towing speeds sufficiently high for the performance to be independent of Reynolds number. E-glass blades and carbon blades performed similarly for the most rigid strut configurations. Higher strain was measured on the E-glass blades, and their performance was reduced for less rigid configurations compared to the carbon fiber blades. The performance of the highly deflective hollow E-glass blades was lower overall and became even more degraded for longer unsupported blade span. The results provide insight into the use of various blade materials in cross-flow turbines and guidance on allowable free end length for each material type.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121925"},"PeriodicalIF":9.0,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121940
Xiaoling Duan , Su Yan , Yun Li , Si Fang , Xinlong Tie , Hongyan Wang , Jiang Liu , Chong Zou , Tielin Wang , Weiliang Feng
{"title":"Preparation of chromium-doped ZIFs-8/ZnCo-LDH composite as a acid-base bifunctional catalyst for biodiesel production","authors":"Xiaoling Duan , Su Yan , Yun Li , Si Fang , Xinlong Tie , Hongyan Wang , Jiang Liu , Chong Zou , Tielin Wang , Weiliang Feng","doi":"10.1016/j.renene.2024.121940","DOIUrl":"10.1016/j.renene.2024.121940","url":null,"abstract":"<div><div>This study reports the development of a new recyclable bifunctional composite catalyst composed of Cr-ZIFs-8/ZnCo-LDH for efficiently converting soybean oil into biodiesel. The synthesized catalyst is characterized by several techniques, including XRD, SEM-EDS, BET, FT-IR, and TGA. The catalytic performance of pure ZIFs-8 was affected by the introduction of Cr and ZnCo-LDH active constituents. The catalyst characterization revealed that the conversion behavior of the prepared catalyst is far better than pure ZIFs-8. The optimized yield of biodiesel is 96.32 % (molar ratio of Cr/Zn = 1:4, mass ratio of ZnCo-LDH/Cr-ZIFs-8 = 1:1, molar ratio of oil/methanol = 1:12, catalyst loading of 3.0 wt%, reaction temperature of 65 °C, and reaction time of 7 h). The reaction kinetics of the prepared catalyst for the conversion process showed that its activation energy was 9.1 kJ/mol, lower than that of a system with free fatty acid and water. Also, the values of ΔH◦, ΔS◦, and ΔG◦ were calculated to be 6.68 kJ/mol, −233.04 J/mol, and 81.95–85.45 kJ/mol, respectively. Meanwhile, the catalyst can be employed for four subsequent reaction cycles to evaluate catalytic stability. Further on, the physicochemical properties of the biodiesel produced showed that it has good compliance with international standards.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121940"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142698469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121970
Yuguang Zhao , Caidui Li , Fei Chen
{"title":"Model construction and photothermal conversion performance of a miniature non-imaging concentrator for capturing solar radiation in full sunlight","authors":"Yuguang Zhao , Caidui Li , Fei Chen","doi":"10.1016/j.renene.2024.121970","DOIUrl":"10.1016/j.renene.2024.121970","url":null,"abstract":"<div><div>Non-imaging concentrators have been widely applied in the field of solar concentration. However, there are also unfavorable factors such as short effective working time, high production cost of curved reflector, which restrict its wider application in industry and agriculture. Therefore, this paper proposes a miniature non-imaging concentrator (FC-CPC) that can capture solar radiation in full sunlight based on the principle of edge ray. The geometric structure of the FC-CPC was optimized using the VC++ program, resulting in the development of an all-equal multi-section non-imaging concentrator (FM-CPC). On this basis, the optical performance and photothermal conversion performance of FM -CPC during operation were investigated. The results indicate that the average optical efficiency of FM-CPC direct radiation is 50.9 %, and the energy density distribution on the absorber surface is relatively uniform with a low energy density peak. The photothermal conversion system integrated with the FM-CPC shows an increase in collection efficiency as air flow rate increases, reaching a highest average efficiency of 54.1 %.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121970"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142722232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121959
Xinyi Tian , Jun Wang , Guodong Lu , Shoaib Ahmed Khan , Jie Ji , Dikai Lu , Chongyan Lian , Hang Shang
{"title":"Coupled theoretical modelling for the photoelectric performance by the concave-bent flexible PV module","authors":"Xinyi Tian , Jun Wang , Guodong Lu , Shoaib Ahmed Khan , Jie Ji , Dikai Lu , Chongyan Lian , Hang Shang","doi":"10.1016/j.renene.2024.121959","DOIUrl":"10.1016/j.renene.2024.121959","url":null,"abstract":"<div><div>Flexible PV module can fit with complex building skins and provide electricity for the building users. However, for the concave bent PV module, the special structure will cast shadow on itself, resulting in power loss during the working conditions, which is rarely investigated in previous studies. Combined optical-electrical-thermal model is decoupled to describe the realistic physical field and predict the concave module's electrical power output and working temperature. The beam shading ratio (<em>BSR</em>) and the diffuse shading ratio (<em>DSR</em>) are proposed based on the microfacet subdivision, which describes the real-time solar irradiance distribution and quantify the influence of self-shadow on the photoelectric performance by the concave-bent module under dynamic real-time working conditions. The concave PV module with the longitudinal/lateral layout is constructed and outdoor experiments are conducted to collect the data for the theoretical model verification. The parametric analysis is carried out to investigate the influence of inclination, curvature, and azimuth, demonstrating that increasing inclination and curvature angles raise power loss due to shading. Weather data of four cities are imported into the model to conduct annual performance simulation with longitudinal/lateral installation respectively. The model established in this paper has significant value for performance prediction in complex surface photovoltaic systems.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121959"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Thermodynamic analysis of a solar-fed heat upgrade system using the reverse air brayton cycle","authors":"Panteleimon Tzouganakis , Evangelos Bellos , Dimitrios Rakopoulos , Angelos Skembris , Nikolaos Rogkas","doi":"10.1016/j.renene.2024.121975","DOIUrl":"10.1016/j.renene.2024.121975","url":null,"abstract":"<div><div>This analysis focuses on exploiting solar energy to meet industrial energy needs. It is based on upgrading solar heat production using surplus electricity from renewables to generate high-temperature industrial process heat. The approach involves the use of efficient evacuated flat plate solar thermal collectors coupled with a thermal storage tank to power a reverse air Brayton heat pump for high-temperature heat production. A Matlab algorithm has been developed to dynamically analyse energy balances across the system. The analysis is conducted for the location of Komotini, Greece and the results regard the operation of a system for a typical summer week. For the baseline design point with a 1000 m<sup>2</sup> collecting area and 50 m<sup>3</sup> thermal tank volume, the average daily process heat production for the industry is 8.63 MWh, while the average daily coefficient of performance (COP) for the heat pump is 1.478. Moreover, the present work includes results regarding the parametric performance of the system for different combinations of collecting area and thermal tank volume. It was demonstrated that with the optimization of the solar thermal collector area and thermal tank volume, the daily average COP can be increased up to 23.1 %. Finally, the influence of the units of transfer area of the heat exchangers on the coefficient of performance has been investigated.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121975"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121920
L.R. Joel Sundstrom , Shahab Shiraghaee , Pontus P. Jonsson , Michel J. Cervantes
{"title":"Experimental investigation of vortex rope mitigation in a 10 MW axial turbine","authors":"L.R. Joel Sundstrom , Shahab Shiraghaee , Pontus P. Jonsson , Michel J. Cervantes","doi":"10.1016/j.renene.2024.121920","DOIUrl":"10.1016/j.renene.2024.121920","url":null,"abstract":"<div><div>Increased utilization of hydraulic turbines as a regulatory tool for electrical grid stabilization forces some turbines to operate away from their design point, thus increasing wear and tear. In here, rotating vortex rope (RVR) mitigation by means of radial insertion of cylindrical rods in the draft tube is investigated experimentally on a 10 MW Kaplan turbine operating as a propeller. Pressure measurements in the draft tube, runner chamber and spiral casing, along with strain and acceleration measurements on the turbine shaft are performed to scrutinize the effectiveness of the mitigation system. Three part-load operating points are investigated, corresponding to 83%, 72%, and 68% of the guide vane servo stroke relative to the best-efficiency point opening. It is shown that the mitigation system dampens the harmful effects of the vortex rope at all operating points, especially at lower part-load conditions. Specifically, the pressure amplitude of the RVR fundamental mode inside the runner chamber reduces by 84%, 63%, and 73% at the three investigated operating points, relative to the amplitudes without mitigation. On the turbine shaft, the fundamental mode of the axial thrust oscillations at the RVR frequency reduces by 65%, 83%, and 95%. It is shown that the mitigation does not come with a high cost on the turbine time-averaged efficiency over the course of the measurements, the penalty being 2%, 2.5%, and 3.2% at the protrusion length where optimal mitigation is achieved at each operating point. For high-head machines, the penalty is expected to be lower since the relative importance of the draft tube diminishes for higher heads.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121920"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121973
Shuli Liu , Junrui Han , Yongliang Shen , Sheher Yar Khan , Wenjie Ji , Haibo Jin , Mahesh Kumar
{"title":"The contribution of artificial intelligence to phase change materials in thermal energy storage: From prediction to optimization","authors":"Shuli Liu , Junrui Han , Yongliang Shen , Sheher Yar Khan , Wenjie Ji , Haibo Jin , Mahesh Kumar","doi":"10.1016/j.renene.2024.121973","DOIUrl":"10.1016/j.renene.2024.121973","url":null,"abstract":"<div><div>Artificial Intelligence (AI) is leading the charge in revolutionizing research methodologies within the field of latent heat storage (LHS) by using phase change materials (PCMs) and elevating their overall efficiency. This comprehensive review delves into AI applications within the domain of PCM for TES systems, mainly including prediction and optimization. The review article emphasizes the crucial role of AI in predicting physical properties of composite PCM and its performance in LHS systems. Also, the review article highlights the significance of AI in optimizing the structure and layout, as well as the operation and control strategies of latent heat storage systems using PCMs across various research fields. The study at hand discusses literature encompassing both experimental and theoretical articles that detail the integration of AI techniques within TES systems by using PCM, and compares the advantages and limitations of AI prediction models and optimization algorithms with existing typical technologies in the field of LHS. The summarization of the limitations in prior research has been presented, along with the proposal of potential avenues for performance enhancement of AI applied in LHS system. Additionally, the primary directions and challenges for future investigations have been emphasized, accompanied by suggested strategies.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121973"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142697366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renewable EnergyPub Date : 2024-11-22DOI: 10.1016/j.renene.2024.121981
Mingjie Chen , Yang Lin , Tianle Xu , Xiaoran Yan , Hao Jiang , Lijian Leng , Zhiyong Zeng , Xinming Wang , Hao Zhan
{"title":"Valorization of alcohol industry residues into solid, gaseous and liquid biofuels: A comprehensive review","authors":"Mingjie Chen , Yang Lin , Tianle Xu , Xiaoran Yan , Hao Jiang , Lijian Leng , Zhiyong Zeng , Xinming Wang , Hao Zhan","doi":"10.1016/j.renene.2024.121981","DOIUrl":"10.1016/j.renene.2024.121981","url":null,"abstract":"<div><div>Alcohol industry residues (AIRs) are typical organic solid wastes from a major light industry while belong to renewable biomass resource, and their annual accumulation amount is significant and rapidly increasing worldwide. The clean and efficient utilization of AIRs is urgently needed, driving the development of valorization technologies with the waste-to-energy strategy considered as the most practical and sustainable method. In recent decades, significant attention has focused on unlocking the energy potential of AIRs. However, current technologies face significant challenges in producing desirable biofuels from AIRs in an eco-friendly, carbon-neutral, and economically efficient manner, credit to the restriction of their unfavorable properties such as high initial moisture, nitrogen, and oxygen contents. In this review, the energy valorization of AIRs using thermo- and bio-chemical conversion technologies is comprehensively reviewed and compared. The preparation methods, properties, and thermal use of various biofuels are systematically summarized. Low or medium-temperature hydrothermal technology demonstrates significant advantages in converting AIRs into desired biofuels, either as a pretreatment or preparation method. This strategy can produce modified solid biofuel by upgrading and denitrogenating capabilities, and improve biogas and bioethanol yields through boosted hydrolysis reactions. Combining hydrothermal with other conversion methods would be a promising research avenue for valorizing AIRs into energy, enabling the poly-generation of targeted biofuels by selectively regulating the evolution of specific element. This review can offer an overview and insights into effectively managing and utilizing AIRs for researchers in the field.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"238 ","pages":"Article 121981"},"PeriodicalIF":9.0,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142722333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}