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Analysis of Renewable Energy Absorption and Economic Feasibility in Multi-Energy Complementary Systems under Spot Market Conditions 被引量:1
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作者 Xiuyun Wang Zipeng Zhang +1 位作者 Chuang Liu Guoliang Bian 《Energy Engineering》 2025年第2期577-619,共43页
As the power system transitions to a new green and low-carbon paradigm,the penetration of renewable energy in China’s power system is gradually increasing.However,the variability and uncertainty of renewable energy o... As the power system transitions to a new green and low-carbon paradigm,the penetration of renewable energy in China’s power system is gradually increasing.However,the variability and uncertainty of renewable energy output limit its profitability in the electricity market and hinder its market-based integration.This paper first constructs a wind-solar-thermalmulti-energy complementary system,analyzes its external game relationships,and develops a bi-level market optimization model.Then,it considers the contribution levels of internal participants to establish a comprehensive internal distribution evaluation index system.Finally,simulation studies using the IEEE 30-bus system demonstrate that the multi-energy complementary system stabilizes nodal outputs,enhances the profitability of market participants,and promotes the market-based integration of renewable energy. 展开更多
关键词 multi-energy complementary systems spot market two-layer optimization new energy consumption
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An Electricity-Carbon Synergy-Driven Optimization Method for Low-Carbon Operation of Multi-Energy Parks
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作者 Jiangyang Yuan Jiaowen Wu +4 位作者 Yi Gao Yuhao Fu Yuntao Bu Tianyu Chen Hao Yu 《Energy Engineering》 2026年第2期38-67,共30页
In the pursuit of carbon peaking and neutrality goals,multi-energy parks,as major energy consumers and carbon emitters,urgently require low-carbon operational strategies.This paper proposes an electricity-carbon syner... In the pursuit of carbon peaking and neutrality goals,multi-energy parks,as major energy consumers and carbon emitters,urgently require low-carbon operational strategies.This paper proposes an electricity-carbon synergy-driven optimization method for the low-carbon operation ofmulti-energy parks.Themethod integratesmultienergy complementary scheduling with a tiered carbon trading mechanism to balance operational security,economic efficiency,and environmental objectives.A mixed-integer linear programming model is developed to characterize the coupling relationships and dynamic behaviors of key equipment,including photovoltaic systems,ground-source heat pumps,thermal storage electric boilers,combined heat and power units,and electrical energy storage systems.Furthermore,a tiered carbon trading model is established that incorporates carbon quota allocation and tiered carbon pricing to internalize carbon costs and discourage high-emission practices.Multi-scenario comparative analyses demonstrate that the electricity-carbon synergy scenario achieves a 42.64%reduction in carbon emissions compared to economy-oriented operation,while limiting the increase in operational costs to 20.85%.The carbon-prioritized scenario further reduces emissions by 9.7%,underscoring the inhibitory effect of the tiered carbon pricing mechanism on highcarbon activities.Sensitivity analyses confirm the model’s robustness against fluctuations in energy load,uncertainty in renewable generation,and variations in carbon price.This optimization method provides theoretical support for multi-energy coordinated scheduling and carbon responsibility allocation in industrial parks,offering valuable insights for promoting green transformation initiatives. 展开更多
关键词 Electricity-carbon synergy multi-energy park mixed-integer programming tiered carbon pricing
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Multi-energy field coupling analysis and experimental validation of picosecond laser drilling assisted by ultrasonic shock-induced water flow
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作者 Pengfei Ouyang Yang Liu +7 位作者 Zhaoyang Zhang Xiaolei Chen Yufeng Wang Hao Zhu Kun Xu Jingtao Wang Xiankai Meng Shu Huang 《Defence Technology(防务技术)》 2026年第1期130-154,共25页
The latest generation of aero engines has set higher standards for thrust-to-weight ratio and energy conversion efficiency,making it imperative to address the challenge of efficiently and accurately machining film coo... The latest generation of aero engines has set higher standards for thrust-to-weight ratio and energy conversion efficiency,making it imperative to address the challenge of efficiently and accurately machining film cooling holes.It has been demonstrated that conventional long-pulse lasers are incapable of meeting the elevated quality surface finish requirements for these holes,a consequence of the severe thermal defects.The employment of backside water-assisted laser drilling technology confers a number of distinct advantages in terms of mitigating laser thermal damage,thus representing a highly promising solution to this challenge.However,significant accumulation of bubbles and machining products during the backside water-assisted laser drilling process has been demonstrated to have a detrimental effect on laser transmission and machining stability,thereby reducing machining quality.In order to surmount these challenges,a novel method has been proposed,namely an ultrasonic shock water flow-assisted picosecond laser drilling technique.Numerical models for ultrasonic acoustic streaming and particle tracking for machining product transport have been established to investigate the mechanism.The simulation results demonstrated that the majority of the machining products could rapidly move away from the machining area because of the action of acoustic streaming,thereby avoiding the accumulation of bubbles and products.Subsequent analysis,comparing the process performance in micro-hole machining,confirmed that the ultrasonic field could effectively eliminate bubble and chip accumulation,thus significantly improving micro-hole quality.Furthermore,the impact of ultrasonic and laser parameters on micro-hole quality under varying machining methods was thoroughly investigated.The findings demonstrated that the novel methodology outlined in this study yielded superior-quality micro-holes at elevated ultrasonic and laser power levels,in conjunction with reduced laser frequency and scanning velocity.The taper of the micro-holes produced by the new method was reduced by more than 25%compared with the other conventional methods. 展开更多
关键词 Ultrasonic vibration Water assisted laser drilling multi-energy field composite Precision manufacturing
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The Study of Long-Term Trading Revenue Distribution Models in Wind-Photovoltaic-Thermal Complementary Systems Based on the Improved Shapley Value Method
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作者 Dongfeng Yang Ruirui Zhang +1 位作者 Chuang Liu Guoiang Bian 《Energy Engineering》 2025年第7期2673-2694,共22页
Under the current long-term electricity market mechanism,new energy and thermal power face issues such as deviation assessment and compression of generation space.The profitability of market players is limited.Simulta... Under the current long-term electricity market mechanism,new energy and thermal power face issues such as deviation assessment and compression of generation space.The profitability of market players is limited.Simultaneously,the cooperation model among various energy sources will have a direct impact on the alliance’s revenue and the equity of income distribution within the alliance.Therefore,integrating new energy with thermal power units into an integrated multi-energy complementary system to participate in the long-term electricity market holds significant potential.To simulate and evaluate the benefits and internal distribution methods of a multi-energy complementary system participating in long-term market transactions,this paper first constructs a multi-energy complementary system integrated with new energy and thermal power generation units at the same connection point,and participates in the annual bilateral game as a unified market entity to obtain the revenue value under the annual bilateral market.Secondly,based on the entropy weight method,improvements are made to the traditional Shapley value distribution model,and an internal distribution model for multi-energy complementary systems with multiple participants is constructed.Finally,a Markov Decision Process(MDP)evaluation system is constructed for practical case verification.The research results show that the improved Shapley value distribution model achieves higher satisfaction,providing a reasonable allocation scheme for multi-energy complementary cooperation models. 展开更多
关键词 multi-energy complementary system cooperative game enhancements to the Shapley value MDP indicators
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Research on complementarity of multi-energy power systems:A review 被引量:3
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作者 Wei Hu Yu Dong +4 位作者 Lei Zhang Yiting Wang Yunchao Sun Kexi Qian Yuchen Qi 《iEnergy》 2023年第4期275-283,共9页
In the background of the large-scale development and utilization of renewable energy,the joint operation of a variety of heterogeneous energy sources has become an inevitable development trend.However,the physical cha... In the background of the large-scale development and utilization of renewable energy,the joint operation of a variety of heterogeneous energy sources has become an inevitable development trend.However,the physical characteristics of different power sources and the inherent uncertainties of renewable energy power generation have brought difficulties to the planning,operation and control of power systems.For now,the utilization of multi-energy complementarity to promote energy transformation and improve the consumption of renewable energy has become a common understanding among researchers and the engineering community.This paper makes a review of the research on complementarity of new energy high proportion multi-energy systems from uncertainty modeling,complementary characteristics,planning and operation.We summarize the characteristics of the existing research and provide a reference for the further work. 展开更多
关键词 Complementarity multi-energy systems operation PLANNING UNCERTAINTY
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Design of the Multi-Energy Complementary Distributed Energy System for Towns
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作者 Tieyin Zhang Weihan Song Song +2 位作者 Shubao Wang Yuegang Wang Yukun Chen 《Journal of Power and Energy Engineering》 2021年第4期53-60,共8页
The multi-energy complementary distributed energy system (MCDES) covers a variety of energy forms, involves complex operation modes, and contains a wealth of control equipment and coupling links. It can realize the co... The multi-energy complementary distributed energy system (MCDES) covers a variety of energy forms, involves complex operation modes, and contains a wealth of control equipment and coupling links. It can realize the complementary and efficient use of different types of energy, which is the basic component of the physical layer of the Energy Internet. In this paper, aiming at the demand of the energy application for towns, a distributed energy system based on multi-energy complementary is constructed. Firstly, the supply condition of the distributed energy for the demonstration project is analyzed, and the architecture of the multi-energy complementary distributed energy system is established. Then the regulation strategy of the multi-energy complementary distributed energy system is proposed. Finally, an overall system scheme for the multi-energy complementary distributed energy system suitable for towns is developed, which provides a solid foundation for the development and promotion of the multi-energy complementary distributed energy system. 展开更多
关键词 multi-energy complementary Distributed Energy System System Scheme
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Complementary inverter based on ZnO thin-film transistors 被引量:1
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作者 Dunan Hu Genyuan Yu +2 位作者 Ruqi Yang Honglie Lin Jianguo Lu 《Journal of Semiconductors》 2025年第6期106-110,共5页
Complementary inverter is the basic unit for logic circuits,but the inverters based on full oxide thin-film transistors(TFTs)are still very limited.The next challenge is to realize complementary inverters using homoge... Complementary inverter is the basic unit for logic circuits,but the inverters based on full oxide thin-film transistors(TFTs)are still very limited.The next challenge is to realize complementary inverters using homogeneous oxide semiconduc-tors.Herein,we propose the design of complementary inverter based on full ZnO TFTs.Li-N dual-doped ZnO(ZnO:(Li,N))acts as the p-type channel and Al-doped ZnO(ZnO:Al)serves as the n-type channel for fabrication of TFTs,and then the complemen-tary inverter is produced with p-and n-type ZnO TFTs.The homogeneous ZnO-based complementary inverter has typical volt-age transfer characteristics with the voltage gain of 13.34 at the supply voltage of 40 V.This work may open the door for the development of oxide complementary inverters for logic circuits. 展开更多
关键词 complementary inverter thin-film transistor ZNO n-type channel p-type channel
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Skeleton-Silhouette Complementary Perception: Toward Robust Gait Recognition
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作者 Xiaokai Liu Luyuan Hao 《Journal of Clinical and Nursing Research》 2025年第11期372-377,共6页
Gait,the unique pattern of how a person walks,has emerged as one of the most promising biometric features in modern intelligent sensing.Unlike fingerprints or facial characteristics,gait can be captured unobtrusively ... Gait,the unique pattern of how a person walks,has emerged as one of the most promising biometric features in modern intelligent sensing.Unlike fingerprints or facial characteristics,gait can be captured unobtrusively and at a distance,without requiring the subject’s awareness or cooperation.This makes it highly suitable for long-range surveillance,forensic investigation,and smart environments where contactless recognition is crucial.Traditional gait-recognition systems rely either on silhouettes,which capture the outer appearance of a person,or on skeletons,which describe the internal structure of human motion.Each modality provides only a partial understanding of gait.Silhouettes emphasize shape and contour but are easily distorted by clothing or carried objects;skeletons describe motion dynamics and limb coordination but lose discriminative details about body shape.This article presents the concept of Complementary Semantic Embedding(CSE),a unified framework that merges silhouette and skeleton information into a comprehensive semantic representation of human walking.By modeling the complementary nature of appearance and structure,the approach achieves more robust and accurate gait recognition even under challenging conditions. 展开更多
关键词 complementary perception Gait recognition Feature fusion
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Complementary enhancement between noble metal-like Fe_(3)C and Cu^(0)/Cu^(+)sites to fulfil highly selective wide-potential nitrate electroreduction to ammonia
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作者 Yuxuan Zhou Runlin Xia +4 位作者 Ran Hao Shengjing Li Xinyu Chen Yuping Liu Wei Li 《Journal of Energy Chemistry》 2025年第9期713-723,I0019,共12页
Mild electrocatalytic nitrate reduction reaction(NO_(3)RR),driven by renewable electricity,is regarded as a desirable strategy for green ammonia synthesis and simultaneous removal of nitrogen-containing environmental ... Mild electrocatalytic nitrate reduction reaction(NO_(3)RR),driven by renewable electricity,is regarded as a desirable strategy for green ammonia synthesis and simultaneous removal of nitrogen-containing environmental pollutants.In view of different supply voltages from renewable energy sources,developing costeffective and efficient electrocatalysts with a wide operating potential window is very meaningful for practical application.However,currently reported catalysts usually need to introduce noble metals to synergistically achieve wide-potential selective ammonia synthesis from nitrate.In this work,we present for the first time a dual-transition-metal electrocatalyst(Fe_(3)C-CuO_(x)@NC,x=0,1)with wide-potential-adaptability for highly selective nitrate reduction to ammonia.Such Fe_(3)C-CuO_(x)@NC with spatially separated CuO_(x)and noblemetal-like Fe_(3)C nanoparticles encapsulated with nitrogen-doped graphitized carbon,exhibits outstanding performance in NO_(3)RR with desirable NH_(3)Faraday efficiency of more than 90%over a wide potential ranging from-0.2 V vs.RHE to-0.6 V vs.RHE,comparable to the reported noble metal catalysts.Different from common tandem catalysis,the wide-potential high ammonia selectivity of Fe_(3)C-CuO_(x)@NC is domina ntly ascribed to the complementary enhancement between CuO_(x)and Fe_(3)C,fully supported by results of experiments and density function theory calculations.CuO_(x)exhibit highly intrinsic nitrate reduction to nitrite to compensate for the slow potential determination step(^(*)NO_(3)→^(*)NO_(3)H)of Fe_(3)C,while Fe_(3)C,besides behaving like noble metals to supply adequate active hydrogens,has both good adsorption and reduction abilities for nitrite species to ammonia.Moreover,Fe_(3)C partially stabilizes active Cu^(0)/Cu^(+)sites,and the unique carbon-layer enca psulation structure effectively prevents the agglomeration and corrosion of metal nanoparticles during the electrocatalysis,thus maintaining good cyclic stability.The Zn-NO_(3)^(-)battery assembled with Fe_(3)C-CuO_(x)@NC can reach a high power density of 5.2 mW cm^(-2)at a potential of 1.0 V vs.Zn,with an NH_(3)Faraday efficiency of 92.4%at a current of 8.0 mA,proving its potential practical application.This advance provides unique insights into complementary catalysis mechanisms on multiple metal sites in NO_(3)RR,and offers a reference for the design of other transition metal electrocatalysts matching with renewable electricity. 展开更多
关键词 Nitrate reduction reaction Ammonia synthesis Wide potential window complementary enhancement
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Prevalence and patterns of complementary and alternative medicine usage among adults with chronic kidney disease:A systematic review and meta-analysis
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作者 Jia Wen Chin Rafidah Abdullah +2 位作者 Benjamin Wei Wang Tan Koh Wei Wong Ban-Hock Khor 《Journal of Integrative Medicine》 2025年第4期370-381,共12页
Background:The use of complementary and alternative medicine(CAM)is common among individuals with underlying chronic illnesses.Objective:This systematic review and meta-analysis investigated the global prevalence and ... Background:The use of complementary and alternative medicine(CAM)is common among individuals with underlying chronic illnesses.Objective:This systematic review and meta-analysis investigated the global prevalence and patterns of CAM use among individuals with chronic kidney disease(CKD).Search strategy:PubMed,Embase,and Cumulative Index to Nursing and Allied Health Literature Plus were searched from inception until 26th February 2024.Inclusion criteria:Original articles reporting the use of at least one type of CAM among individuals aged above 18 years old and at all stages of CKD or undergoing any form of kidney replacement therapy.Data extraction and analysis:Two independent reviewers performed the literature screening.The data were extracted from the included studies by one reviewer and cross-checked by another.Discrepancies were resolved by discussion and consensus among two reviewers.Primary information included prevalence of CAM use,types of CAM used,reasons for CAM use,factors associated with CAM use,and disclosure to healthcare providers.Meta-analyses were performed to determine the pooled prevalence of CAM use and non-disclosure of CAM using a random effect model.Results:Forty-one studies were included in this systematic review and meta-analysis.The pooled prevalence of CAM use was 43%(95%confidence interval:34%,51%),I2=99.46%.The reasons for CAM use included treatment of underlying comorbidities,complications or symptoms,maintenance of general health,and treatment of CKD.Nutritional approaches were the most common CAM modality,with 412different herbal and dietary supplements reported;psychological and physical approaches included massage therapy,relaxation techniques,and mind–body practices;and other complementary health approaches such as homeopathy,traditional Chinese medicine,and Ayurvedic medicine were also frequently reported.Factors associated with CAM use included sociodemographic characteristics such as older age,female gender,or higher income;disease or therapy factors such as not having diabetes,relying on hemodialysis,or poor adherence to medication;and patient or internal factors such as positive attitude towards CAM and perceived safety of CAM.About 66%(61%,72%)of CAM users did not disclose the use of CAM to their healthcare providers.Conclusion:CAM use is prevalent among individuals with CKD,and healthcare providers should communicate openly and effectively to emphasize the rational use of CAM to avoid potential harm. 展开更多
关键词 complementary and alternative medicine Traditional medicine Chronic kidney disease Systematic review META-ANALYSIS
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Radar pulse waveform design method based on complementary amplitude coding
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作者 XIE Ailun LIU Xiaobin +3 位作者 WU Qihua ZHAO Feng QIAO Zhenyu XIAO Shunping 《Journal of Systems Engineering and Electronics》 2025年第3期671-680,共10页
Low sidelobe waveform can reduce mutual masking between targets and increase the detection probability of weak targets.A low sidelobe waveform design method based on complementary amplitude coding(CAC)is proposed in t... Low sidelobe waveform can reduce mutual masking between targets and increase the detection probability of weak targets.A low sidelobe waveform design method based on complementary amplitude coding(CAC)is proposed in this paper,which can be used to reduce the sidelobe level of multiple waveforms.First,the CAC model is constructed.Then,the waveform design problem is transformed into a nonlinear optimization problem by constructing an objective function using the two indicators of peak-to-sidelobe ratio(PSLR)and integrated sidelobe ratio(ISLR).Finally,genetic algorithm(GA)is used to solve the optimization problem to get the best CAC waveforms.Simulations and experiments are conducted to verify the effectiveness of the proposed method. 展开更多
关键词 waveform design low sidelobe complementary amplitude coding(CAC) genetic algorithm(GA)
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Complementary medicines and ginseng for inflammatory bowel disease-rooted in science,but will it bear fruit?
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作者 Tamar Schildkraut Ashish R Srinivasan +2 位作者 Andrew Nguyen Mark Lai Abhinav Vasudevan 《World Journal of Gastroenterology》 2025年第27期1-14,共14页
This editorial is based on the network pharmacology and in vivo study by Qin et al,which investigated the potential therapeutic mechanisms of Panax ginseng(P.ginseng)in ulcerative colitis.The key findings from the stu... This editorial is based on the network pharmacology and in vivo study by Qin et al,which investigated the potential therapeutic mechanisms of Panax ginseng(P.ginseng)in ulcerative colitis.The key findings from the study included the identification of the targets of P.ginseng and ulcerative colitis,elucidation of mechanistic pathways,and in vivo validation of the pharmacological activity and therapeutic effect of panaxadiol,a key active component of P.ginseng.This editorial provides additional context regarding the evidence supporting the use of ginseng and other commonly used complementary therapies that clinicians may encounter.We also aim to highlight potential similarities between the mechanisms of popular complementary and conventional medical therapies. 展开更多
关键词 Inflammatory bowel disease Crohn’s disease Ulcerative colitis GINSENG complementary and alternative therapies
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Utilizing complementary therapy to enhance quality of life and reduce stress and fatigue in pediatric cancer patients
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作者 Luis Carlos Lopes-Júnior Regina Aparecida Garcia de Lima 《World Journal of Clinical Cases》 2025年第11期12-18,共7页
The international scientific literature presents still incipient results regarding the management of cancer symptom clusters by oncology nursing,especially in pediatric oncology.This is a promising field of investigat... The international scientific literature presents still incipient results regarding the management of cancer symptom clusters by oncology nursing,especially in pediatric oncology.This is a promising field of investigation for clinical nurses and researchers,and when it is subsidized by medium-range theories,they co-rroborate the diagnoses and interventions of nursing in oncology,enhancing the science of nursing care.This minireview article aims to discuss the utilizing the hospital clowns as a complementary therapy,to enhance quality of life and reduce stress and fatigue in pediatric cancer patients.Overall,the evidence presented so far pointed out that complementary therapy might help improve the quality of life of pediatric cancer patients,and that complementary therapy usage should be part of a health comprehensive care model,delivering therapeutic approaches that might enhance the mind-body during a pediatric cancer patients’life span.The results of scientific investigations by nurses,particularly those linked to the basic sciences,play a critical role in advancing personalized care in pediatric integrative oncology. 展开更多
关键词 Cancer symptom clusters PEDIATRICS Pediatric cancer patients Pediatric integrative oncology complementary therapies Oncology nursing Hospital clowns Cancer-related fatigue Psychological stress Biomarkers
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互补滑模PD控制在桥式起重机中的应用
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作者 邵雪卷 吕恩智 +1 位作者 陈志梅 赵志诚 《控制工程》 北大核心 2026年第2期371-378,共8页
针对欠驱动桥式起重机系统的定位防摆问题,提出了互补滑模PD控制策略。在小车位移、负载摆角及各自一阶微分的状态误差作为变量所组成的线性滑模面的基础上,引入位移与摆角的误差积分形成积分滑模面,并对应设计一个补充滑模面来形成互... 针对欠驱动桥式起重机系统的定位防摆问题,提出了互补滑模PD控制策略。在小车位移、负载摆角及各自一阶微分的状态误差作为变量所组成的线性滑模面的基础上,引入位移与摆角的误差积分形成积分滑模面,并对应设计一个补充滑模面来形成互补滑模控制,使系统变量运行空间限制在滑模面的相交处,缩短变量到滑模面的距离,进而提升系统的快速性。同时,引入对负载摆角的PD补偿控制,增强对负载摆角的抑制能力,使小车的运行更加平稳,并构造Lyapunov函数证明了系统的稳定性。仿真和实验结果验证了该控制策略对定位和防摆的有效性。 展开更多
关键词 桥式吊车 互补滑模控制 PD补偿控制 定位防摆 LYAPUNOV函数
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基于多通道关联互补特征的煤岩界面预测
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作者 齐爱玲 代静瀛 马宏伟 《工矿自动化》 北大核心 2026年第1期96-105,共10页
煤岩界面轨迹是多变量时序数据,不同变量之间存在复杂的相关性,高精度预测存在难点。针对该问题,提出了一种基于多通道关联互补特征(SSIC−former)的煤岩界面预测模型,该模型融合了集中式注意力机制(CAM)、交互卷积块(ICB)和锐度感知最... 煤岩界面轨迹是多变量时序数据,不同变量之间存在复杂的相关性,高精度预测存在难点。针对该问题,提出了一种基于多通道关联互补特征(SSIC−former)的煤岩界面预测模型,该模型融合了集中式注意力机制(CAM)、交互卷积块(ICB)和锐度感知最小化策略(SAM)。使用滑动窗口的办法将原始数据构造成连续样本;构建用于煤岩识别的SSIC−former结构,提取煤岩界面的跨通道关联信息及局部特征,引入可逆实例归一化动态消除数据非平稳性:采用CAM提取多通道间的关联互补特征,通过ICB提取不同尺度的局部特征并实现跨尺度动态交互,二者输出经残差融合强化特征表达;训练阶段结合SAM避免模型陷入局部最优,并通过投影层输出预测结果。实验结果表明:①采用基于SSIC−former的煤岩界面预测模型进行煤岩界面预测,平均绝对误差为6.37 mm,平均绝对百分比误差为2.79%,均方根误差为8.08 mm,均方误差为0.07 mm,决定系数R^(2)为0.99,单样本平均推理时间为0.0066 s,在基于Transformer类的模型中推理时间最短,可满足采煤机实时作业的低延迟需求。②与基于LSTM,Crossformer,Nonstationary_Transformer,FPPformer,iTransformer,PatchTST等的模型相比,基于SSIC−former的模型在上述前5个评价指标上均更优,说明基于SSIC−former的模型预测精度高,泛化能力强,能够在煤岩界面轨迹预测中提供更为准确的结果。 展开更多
关键词 煤岩界面预测 关联互补特征 集中式注意力机制 锐度感知最小化 交互卷积块 可逆实例归一化
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基于技术互补性的“创新-成熟”型技术机会识别研究
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作者 侯艳辉 王紫瑄 王家坤 《农业图书情报学报》 2026年第1期44-57,共14页
[目的/意义]从技术互补性的视角出发,对创新型离群专利和市场成熟型热点专利进行互补研究,发现“创新-成熟”型技术机会,对技术机会识别的研究有重要意义。[方法/过程]首先,利用关联规则算法和离群值检测算法对专利分类号进行处理,得到... [目的/意义]从技术互补性的视角出发,对创新型离群专利和市场成熟型热点专利进行互补研究,发现“创新-成熟”型技术机会,对技术机会识别的研究有重要意义。[方法/过程]首先,利用关联规则算法和离群值检测算法对专利分类号进行处理,得到关联性弱、分布边缘化的分类号代表的离群专利以及关联性强、分布中心化的分类号所代表的热点专利。其次,构建时间加权指数和关键词独特性指数来筛选符合双高指数的离群专利作为创新型离群专利;基于专利所处技术生命周期阶段和专利市场价值测度,筛选热点专利作为市场成熟型热点专利。最后,利用两种类型专利的技术关键词构建二维矩阵,通过生成式拓扑映射算法得到技术空白点,将关键词同时来源于两种类型专利的技术空白点作为最终的“创新-成熟”型技术机会。[结果/结论]以新能源汽车电池为例进行实证研究,共发现10项技术机会。经与相关政策文件进行内容比对可知,识别结果与该领域的技术现状和发展规划具有较高的一致性,验证了本研究提出的技术机会识别方法的有效性和科学性。 展开更多
关键词 技术互补 关联规则 离群值检测算法 文本挖掘 生成式拓扑映射
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基于用户参与的平台生态系统融通创新策略分析
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作者 李丹 焦润雨 《当代经济》 2026年第3期51-68,共18页
融通创新对于加强创新成果应用性和实现系统创新目标的意义重大,本研究主要探究用户参与对平台与互补企业融通创新的影响,通过构建演化博弈模型,对三方策略选择的演化过程进行分析。研究发现:(1)用户参与可以显著促进平台与互补企业融... 融通创新对于加强创新成果应用性和实现系统创新目标的意义重大,本研究主要探究用户参与对平台与互补企业融通创新的影响,通过构建演化博弈模型,对三方策略选择的演化过程进行分析。研究发现:(1)用户参与可以显著促进平台与互补企业融通创新,平台与用户互动产生的即时价值与潜在价值增加会对融通创新产生显著积极影响。(2)用户创新感知和用户参与度的提高有助于平台与互补企业积极参与融通创新,并且两者边际效应都呈现递减趋势。(3)互补企业创新基础能力的提高可以显著促进互补企业选择融通创新策略,但是对平台与用户策略选择影响较小。(4)同时增加即时价值、潜在价值、用户关怀,用户的价值获得比例和用户参与度可以有效驱动用户采纳创新,但是用户关怀不能超过某一阈值,否则会阻碍平台融通创新。研究结论为优化创新体系,推动平台、互补企业与用户融通创新提供了决策参考。 展开更多
关键词 用户参与 平台企业 互补企业 融通创新 演化博弈
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人机交互、知识域耦合与突破性创新——基于新能源汽车产业的实证研究
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作者 陈敏灵 乔进国 薛静 《科技创业月刊》 2026年第2期31-42,共12页
人工智能正在深刻重塑组织实现突破性创新的驱动机制。从人机交互视角出发,旨在揭示人机交互对突破性创新的影响,并结合知识基础观论证知识域耦合在人机交互和突破性创新关系中的中介作用。将人机交互分为增强式人机交互和自主式人机交... 人工智能正在深刻重塑组织实现突破性创新的驱动机制。从人机交互视角出发,旨在揭示人机交互对突破性创新的影响,并结合知识基础观论证知识域耦合在人机交互和突破性创新关系中的中介作用。将人机交互分为增强式人机交互和自主式人机交互,将知识域耦合分为互补性知识耦合和迭代性知识耦合。通过对340名员工的问卷调查数据的实证分析发现:①增强式人机交互和自主式人机交互对突破性创新均有正向影响;②知识域耦合在人机交互与突破性创新之间起中介作用;③知识吸收能力正向调节知识域耦合对突破性创新的促进作用。主要理论贡献在于,从人机交互视角揭示了人工智能驱动创新的微观机制,构建并验证了“人机交互—知识域耦合—突破性创新”的理论链条,深化了知识基础观在人工智能情境下的理论内涵。实践上,为企业管理者加强人机交互应用、优化知识资源管理及提升组织学习能力,以系统性培育突破性创新,提供了明确的理论依据和实践路径。 展开更多
关键词 人工智能 增强式人机交互 自主式人机交互 互补性知识耦合 迭代性知识耦合 知识吸收能力 突破性创新
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基于螺杆膨胀机的太阳能辅助热电联产系统性能分析 被引量:1
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作者 柴萍涛 顾煜炯 朱萍 《华北电力大学学报(自然科学版)》 北大核心 2026年第1期138-148,共11页
由于热电联产机组供热蒸汽参数的不匹配和机组调峰能力的不足,导致了抽汽能量的浪费和较低的可再生能源利用率。为此,在能源系统变革与新能源体系建设的背景下,以提高热电联产机组能效水平,增加运行灵活性为目的构建了基于螺杆膨胀机的... 由于热电联产机组供热蒸汽参数的不匹配和机组调峰能力的不足,导致了抽汽能量的浪费和较低的可再生能源利用率。为此,在能源系统变革与新能源体系建设的背景下,以提高热电联产机组能效水平,增加运行灵活性为目的构建了基于螺杆膨胀机的太阳能辅助热电联产系统。以某600 MW机组为例,利用Ebsilon软件建立热力学模型,对不同运行模式下互补系统的调峰能力、典型日运行特性以及结合碳交易的经济收益进行分析。结果表明,互补系统在两种运行模式下,均能有效拓展热电特性区域和提高系统调峰能力,调峰能力比原机组最大可增加19.94%,夜间风电消纳能力提升46.3 MW;采暖季典型日内,螺杆膨胀机发电量293.36 MW,互补系统节省标准煤耗量64.17 t(1.66%);非采暖季典型日内,系统太阳能累计发电量144.41 MW,平均光电效率可达18.08%。互补系统每年可减少43713.27 t的碳排放量,节省了349.71万元的碳交易成本。 展开更多
关键词 热电联产 螺杆膨胀机 太阳能热 多能互补
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Asymmetric cast-rolling of 1050 aluminum alloy strip under multi-energy field 被引量:3
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作者 石琛 毛大恒 扶宗礼 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第9期2815-2823,共9页
Technological parameters of asymmetric cast-rolling under multi-energy field were investigated on horizontal twin roll caster(d400 mm×500 mm), and their effects on structures and properties of 1050 strips were ... Technological parameters of asymmetric cast-rolling under multi-energy field were investigated on horizontal twin roll caster(d400 mm×500 mm), and their effects on structures and properties of 1050 strips were analyzed by comparing with traditional cast-rolling. Results show that when length of cast-rolling area is 70 mm, melt temperature of head box is 670 °C, cast rolling speed is 1.3 m/min, exciting current is 10 A, center frequency is(13±1) Hz, ultrasonic power is 200 W and ultrasonic frequency is(20±0.2) kHz, the 1050 strip with the best microstructure can be prepared successfully; its center segregated layer disappears; the average grain size is reduced by about 40%; the crystal grains are distributed evenly; micro segregation decreases obviously; the precipitated phases are distributed along the grain boundaries evenly; and the tensile strength, yield strength, elongation and micro-hardness of cast-rolled strip are improved by 22.6%, 23.66%, 38.75% and 9.90%, respectively. 展开更多
关键词 aluminum alloy 1050 asymmetric cast-rolling multi-energy field microstructure mechanical properties
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