High temperatures and providing sufficient time for the thermal desorption of persistent organic pollutants(POPs)from contaminated clay soils can lead to intensive energy ***,this article provides a critical review of...
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High temperatures and providing sufficient time for the thermal desorption of persistent organic pollutants(POPs)from contaminated clay soils can lead to intensive energy ***,this article provides a critical review of the potential additives which can improve soil texture and increase the volatility of POPs,and then discusses their enhanced mechanisms for contributing to a green ***-based additives have been used to reduce plasticity of bentonite clay,absorb water andreplenish system *** contrast,non-Ca-based additives have been used to decrease the plasticity of kaolin *** soil structure and soil plasticity can be changed through cation exchange and flocculation *** transitionmetal oxides and alkalimetal oxides can be applied to catalyze and oxidize polycyclic aromatic hydrocarbons,petroleum and emerging *** this system,reactive oxygen species(•O_(2)^(-)and•OH)are generated fromthermal excitation without strong chemical ***,multiple active ingredients in recycled solid wastes can be controlled to reduce soil plasticity and enhance thermal ***,the alkali,nano zero-valent iron and nano-TiN can catalyze hydrodechlorination of POPs underreductive ***,photo and photo-thermal catalysis are discussed to accelerate replacement of fossil fuels by renewable energy in thermal remediation.
The distribution and competitive behaviors of phosphotungstic acid and ferric chloride in the TBP-HCl-H_(2)O system were investigated by controlling the extractant concentration and the solution *** results revealed t...
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The distribution and competitive behaviors of phosphotungstic acid and ferric chloride in the TBP-HCl-H_(2)O system were investigated by controlling the extractant concentration and the solution *** results revealed that phosphotungstic acid exhibited a strong affinity for TBP with decreasing TBP *** acidity significantly improved the W extraction efficiency with TBP,and the lower Cl^(-)concentration reduced the extraction efficiency of *** the organic phase approached saturation point,phosphotungstic acid competitively displaced Fe to combine with *** hydrogen bond structure(P=O·HO-P-W-O)between phosphotungstic acid and TBP was characterized by FT-Ir,and the salting-out effect induced by FeCl_(3) was *** summary,high acidity is beneficial for exhaustive extraction of W,and an effective W/Fe separation can be achieved by reducing the concentrations of TBP and Cl^(-).
Under the emerging trend of the new power systems,enhancing the energy flexibility of air conditioning loads to promote electricity demandresponse is crucial forregulating the real-time *** a typical temperature-con...
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Under the emerging trend of the new power systems,enhancing the energy flexibility of air conditioning loads to promote electricity demandresponse is crucial forregulating the real-time *** a typical temperature-controlled loads,air conditioning loads can generate rebound effect when participating in demandresponse,resulting in sudden load increases and posing risks to grid ***,the existing research mainly focuses on the energy flexibility,which leads to an imperfect demandresponse mechanism and thus affects the optimal scheduling ***,the study proposes a comprehensive quantification method in view of rebound effect for the demandresponse performance of air conditioning loads,by using probability distribution,Latin hypercube sampling,Monte Carlo simulation,and scenario analysis *** demandresponse event was divided into response phase andrecovery phase,and by considering energy flexibility during the response phase andrebound effect during the recovery phase,three dimensionless evaluation indexes for comprehensive demandresponse performance were *** this quantification method,the impact patterns of three types of random variables were compared,including meteorological,design variables,and control ***,considering the differences in building types(office and hotel buildings)and building capacities(small,medium,and large),the effectiveness of air conditioning loadparticipation in demandresponse measures in different building application scenarios was *** results show that the influence of the design variables on the response performance is less than that of the control variables,but significant,reaching 45%compared to the control ***,the influence varies with building type,capacity and climate zone,and building demandresponse design has more potential in the following scenarios:the cold climate,the hot summer and cold winter climate,the medium building and the
Unsupervised methods based on density representation have shown their abilities in anomaly detection,but detection performance still needs to be ***,approaches using normalizing flows can accurately evaluate sample di...
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Unsupervised methods based on density representation have shown their abilities in anomaly detection,but detection performance still needs to be ***,approaches using normalizing flows can accurately evaluate sample distributions,mapping normal features to the normal distribution and anomalous features outside ***,this paper proposes a Normalizing Flow-based Bidirectional Mapping residual Network(NF-BMr).It utilizes pre-trained Convolutional Neural Networks(CNN)and normalizing flows to construct discriminative source and target domain feature ***,to better learn feature information in both domain spaces,we propose the Bidirectional Mapping residual Network(BMr),which maps sample features to these two spaces for anomaly *** two detection spaces effectively complement each other’s deficiencies and provide a comprehensive feature evaluation from two perspectives,which leads to the improvement of detection *** experimental results on the MVTec Ad anddAGM datasets against the Bidirectional Pre-trained Feature Mapping Network(B-PFM)and other state-of-the-art methods demonstrate that the proposed approach achieves superior *** the MVTec Addataset,NF-BMr achieves an average AUrOC of 98.7%for all 15 ***,it achieves 100%optimal detection performance in five *** the dAGM dataset,the average AUrOC across ten categories is 98.7%,which is very close to supervised methods.
Aiming at the problem that the two-wheeled mobile self-balancing robot (TWMSr) is challenging to control balance when TWMSrdrives on uneven surface road, this study adds a dNN-compensator specially used to curb the T...
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Aiming at the problem that the two-wheeled mobile self-balancing robot (TWMSr) is challenging to control balance when TWMSrdrives on uneven surface road, this study adds a dNN-compensator specially used to curb the TWMSr's toppling based on the traditional PId motion balance control system. A coupling function couples the control value between the Pd-controller and the dNN-compensator. Its effect is that when the Pd-controller's output value is insufficient to maintain the TWMSr's balance, the dNN-compensator will compensate the Pd-controller's output. The experimental results show that using ourdNN-compensator coupling Pd-controller balance control strategy to control the TWMSr movement on uneven surface road can maintain the TWMSrdrive stability;compared to traditional Pd-controller, our control strategy braking performance is better, and the pitch angle (phi $\varphi $) fluctuation range is smaller, TWMSr topple over is difficult.
Integration of distributed energy storage(dES)is beneficial for mitigating voltage fluctuations in highly distributed generator(dG)-penetrated active distribution networks(AdNs).Based on an accurate physical model of ...
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Integration of distributed energy storage(dES)is beneficial for mitigating voltage fluctuations in highly distributed generator(dG)-penetrated active distribution networks(AdNs).Based on an accurate physical model of AdN,conventional model-based methods can realize optimal control of ***,absence of network parameters and complex operational states of AdN poses challenges to model-based *** paper proposes a data-driven predictive voltage control method for ***,considering time-series constraints,a data-driven predictive control model is formulated fordES by using measurement ***,a data-driven coordination method is proposed fordES anddGs in each *** boundary information interaction,voltage mitigation effects can be improved by interarea coordination ***,control performance is tested on a modified IEEE 33-node test *** studies demonstrate that by fully utilizing multi-source data,the proposed predictive control method can effectively regulate dES anddGs to mitigate voltage violations.
Sandwich structures are vulnerable to multi-point impacts,and such impacts can result in a reduction in residual strength even catastrophic ***,the multi-point impact behaviors of PMI foam sandwich structure are inves...
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Sandwich structures are vulnerable to multi-point impacts,and such impacts can result in a reduction in residual strength even catastrophic ***,the multi-point impact behaviors of PMI foam sandwich structure are investigated and studied using experimental and numerical coupled *** impact energy levels and five distances Between Impact Positions(dBIP)are considered in details,andrepresentative impact characteristics are compared to reveal the association between Compression After Impact(CAI)strength and *** indicate that the interference between the multi-point impact events has a dominant effect on CAI strength when dBIP is small,and the variation in bending stiffness induced by the boundary effect is the dominant factor affecting CAI strength when dBIP ranges from 20 mm to 60 *** addition,matrix damage represents the primary damage mode in multi-point impact,and the calculatedratio of energy absorbed by the top face sheet and honeycomb core,in relation to the total absorbed energy,serves as a clear indicator of the damage severity experienced by both *** work is enlightening for the structural design of impact-resistant composites.
Since the discovery of a superconducting state in La_(3)Ni_(2)O_(7) with Tc=80 K under high pressure,numerous experimental and theoretical studies have been initiated on this *** this paper,we study the candidate supe...
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Since the discovery of a superconducting state in La_(3)Ni_(2)O_(7) with Tc=80 K under high pressure,numerous experimental and theoretical studies have been initiated on this *** this paper,we study the candidate superconducting states in this system,i.e.,interlayer s-wave pairing and intralayerd-wave pairing,in response to the parallel magnetic *** find that the interlayer s-wave state effectively screens the parallel magnetic field,thereby forming a Fulde-Ferrell(FF)***,the intralayerd-wave state cannot efficiently screen the magnetic field,leading to minor perturbations in the spatial distribution of the order *** propose a method utilizing Josephson junctions to distinguish these two distinct superconducting *** findings are anticipated to enrich the understanding of superconducting phases.
In Internet of Things(loT),data sharing among different devices can improve manufacture efficiency andreduce workload,and yet make the network systems be more vulnerable to various intrusion *** has been realistic de...
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In Internet of Things(loT),data sharing among different devices can improve manufacture efficiency andreduce workload,and yet make the network systems be more vulnerable to various intrusion *** has been realistic demand to develop an efficient intrusion detection algorithm for connected *** of existing intrusion detection methods are trained in a centralized manner and are incapable to identify new unlabeled attack *** this paper,a distributed federated intrusion detection method is proposed,utilizing the information contained in the labeleddata as the prior knowledge to discover new unlabeled attack ***,the blockchain technique is introduced in the federated learning process for the consensus of the entire *** results are provided to show that our approach can identify the malicious entities,while outperforming the existing methods in discovering new intrusion attack types.
In this paper, the fracture behaviors and interface stresses of sintered Nd-Fe-B magnets were investigated. It was revealed that cracks propagated along the interfaces of Nd2Fe14B/Nd2Fe14B, Nd2Fe14B/Nd-rich phases and...
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In this paper, the fracture behaviors and interface stresses of sintered Nd-Fe-B magnets were investigated. It was revealed that cracks propagated along the interfaces of Nd2Fe14B/Nd2Fe14B, Nd2Fe14B/Nd-rich phases and within Nd-rich phases. The misfits between 2:14:1 and Nd-rich phases were quantitatively determined, reflecting the concentration of interface stresses in magnet. Grain boundaries of magnet were reconstructed by diffusing Tb-containing and Tb-free sources, respectively. The Tb-rich shells at extensive layers of 2:14:1 grains caused lattice distortion, i.e., internal stresses, resulting in the crack mode changing from intergranular to transgranular in near surfaces of Tb-containing diffused magnets. Therefore, the bending strengths were deteriorated although the coercivities were apparently enhanced. In the case of Tb-free Pr-Cu diffused magnet, the Pr and Cu elements were enriched at grain boundaries, and the misfits between 2:14:1 and Nd-rich phases were declined, lowering interface stresses and strengthening grain boundaries. The mechanical and magnetic properties of Pr-Cu diffused magnet were simultaneously improved. (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).(sic)(sic)(sic)(sic), (sic)(sic)(sic) Nd2Fe14B/Nd2Fe14B,Nd2Fe14B/(sic)Nd(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)Nd(sic)(sic)(sic)(sic)(sic)(sic)(sic).(sic)(sic)(sic)(sic)(sic)2:14:1(sic)(sic)(sic)Nd(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).(sic)(sic)(sic)(sic)(sic)(sic)(sic)Tb(sic)(sic)(sic)Tb(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).2:14:1(sic)(sic)(sic)(sic)(sic)(sic)Tb(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic
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