Keyan Liu

ORCID: 0000-0003-4709-4270
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About
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Research Areas
  • Optimal Power Flow Distribution
  • Microgrid Control and Optimization
  • Power Systems and Renewable Energy
  • Smart Grid and Power Systems
  • Smart Grid Energy Management
  • Power Systems and Technologies
  • Energy Load and Power Forecasting
  • Smart Grid Security and Resilience
  • Power System Reliability and Maintenance
  • Real-time simulation and control systems
  • Power System Optimization and Stability
  • Power Systems Fault Detection
  • Electric Power System Optimization
  • High-Voltage Power Transmission Systems
  • Advanced Photocatalysis Techniques
  • HVDC Systems and Fault Protection
  • Gold and Silver Nanoparticles Synthesis and Applications
  • Anomaly Detection Techniques and Applications
  • Power Quality and Harmonics
  • Video Surveillance and Tracking Methods
  • Gas Sensing Nanomaterials and Sensors
  • Electric Vehicles and Infrastructure
  • Semiconductor Lasers and Optical Devices
  • Copper-based nanomaterials and applications
  • Advanced Algorithms and Applications

China Electric Power Research Institute
2016-2025

North China Electric Power University
2016-2025

Jiaxing University
2023-2025

Chongqing Normal University
2025

Shandong Agricultural University
2025

Jilin Agricultural University
2023-2024

Southwest Petroleum University
2023-2024

State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation
2023-2024

Changchun University of Science and Technology
2023-2024

Beijing Forestry University
2023-2024

An improved nondominated sorting genetic algorithm-II (INSGA-II) has been proposed for optimal planning of multiple distributed generation (DG) units in this paper. First, multiobjective functions that take minimum line loss, voltage deviation, and maximal stability margin into consideration have formed. Then, using the INSGA-II algorithm to solve problem described detail. The strategy novel truncation based on hierarchical agglomerative clustering are utilized keep diversity population. In...

10.1109/tpwrd.2014.2325938 article EN IEEE Transactions on Power Delivery 2014-06-19

Abstract The access of large‐scale distributed generation (DG) easily leads to energy imbalance in distribution network. To deal with this issue, paper proposes an optimal schedule method for network considering the participation source‐load‐storage aggregation groups (SAGs). Firstly, system model consisting layer and SAGs is established, objectives constraints each are also given. Secondly, fluctuation on load side, a forecasting based Adaboost integrated convolutional neural networks...

10.1049/gtd2.12855 article EN cc-by-nc-nd IET Generation Transmission & Distribution 2023-06-02

Redesigning heterogeneous catalysts so that they can simultaneously integrate the efficiency and durability under reaction environments with respect to gas fuel production, such as hydrogen (H2), oxygen (O2), or carbon monoxide (CO), has proven challenging. In this work, we report successful template-assisted printing-based assembly of platinum (Pt) nanoparticles (NPs) into striped-pattern (SP) superlattices produce H2. comparison drop-casting flat Pt NPs films, SP lead higher mass...

10.1021/jacs.9b10388 article EN Journal of the American Chemical Society 2019-12-23

Abstract Surface enhanced Raman scattering (SERS) has great potential in the early diagnosis of diseases by detecting changes volatile biomarkers exhaled breath, because its high sensitivity, rich chemical molecular fingerprint information, and immunity to humidity. However, two factors limit application SERS: 1) specific enrichment trace target molecules SERS hotspots; 2) stability reproducibility signals multi‐interference environments. In order accurately detect complex breath eliminate...

10.1002/adfm.202202805 article EN Advanced Functional Materials 2022-05-06

Abstract Facile and efficient photocatalysts using sunlight, as well fast sensitive surface-enhanced Raman spectroscopy (SERS) substrates, are urgently needed for practical degradation of tetracycline (TC). To meet these requirements, a new paradigm PI/TiO 2 /Ag organic‒inorganic ternary flexible microfibers based on semiconducting titanium dioxide (TiO ), the noble metal silver (Ag) conjugated polymer polyimide (PI) was developed by engineering simple method. Under photocatalytic...

10.1038/s41378-023-00624-x article EN cc-by Microsystems & Nanoengineering 2024-03-18

A newly developed cathode material, , was synthesized and characterized. X-ray diffraction results identified it as a cubic perovskite structure. Thermogravimetric showed that lattice oxygen loss about 2% in weight between 50 1000°C. Thermal expansion coefficient air argon were extraordinarily high, with slope changes occurring at 382 360°C, respectively. Electrical conductivity values sufficient for application the maximum of 500°C 900°C correspondingly. Both thermal electrical properties...

10.1149/1.1951232 article EN Electrochemical and Solid-State Letters 2005-01-01

This paper investigates the coordinated voltage control problem for smart distribution grid with integration of distributed generation (DG). By actively participating in together under-load tap changer and shunt capacitors, DG can operate more effectively network. The objective proposed method is to minimize active power loss system decrease number switching device operations while maintaining within allowable range. Nondispatchable dispatchable are both considered method. To solve mixed...

10.1109/tsg.2014.2376197 article EN IEEE Transactions on Smart Grid 2015-01-21

Point cloud semantic segmentation (PCSS) is crucial for digital twins of high-speed railways. By now, the concerned subjects are confined within interior infrastructures However, surrounding environments also important safe operation. Concerning this issue, a full-range railway scanning scheme based on unmanned-aerial-vehicle-borne LiDAR utilized. massive data volume and distribution imbalance pose great challenges PCSS. To address these issues, novel PCSS framework called 3DGraphSeg...

10.1109/tii.2023.3246492 article EN IEEE Transactions on Industrial Informatics 2023-02-21

Virtual synchronous control has been widely studied for the advantages of emulating inertia voltage source converters (VSCs).A constant dc-link is usually assumed in existing literature to estimate transient stability virtual generators (VSGs).However, actual power supply dc-side VSGs limited and different controllers are needed achieve balance between DC side AC side.Addition controller great influence on behavior VSGs, which not investigated by previous research.To fill this gap, paper...

10.17775/cseejpes.2022.03300 article EN cc-by-nc-nd CSEE Journal of Power and Energy Systems 2024-01-01

This study investigates the optimal power flow (OPF) problem for distribution networks with integration of distributed generation (DG). By considering objectives minimal line loss, voltage deviation and maximum DG active output, proposed OPF formulation is a multi-object optimisation problem. Through normalisation each objective function, multi-objective transformed to single-objective optimisation. To solve such non-convex problem, trust-region sequential quadratic programming (TRSQP)...

10.1049/iet-gtd.2013.0389 article EN IET Generation Transmission & Distribution 2013-08-30

The reactive power coordinated optimisation problem for distribution network (DN) with the integration of renewable distributed generation (DG) is investigated in this study. By actively participating control together an under-load tap changer and shunt capacitors, DG can operate more effectively DN. Non-dispatchable considered method. objective proposed method to minimise active loss decrease number switching device operations while maintaining grid voltage within allowable range. solve a...

10.1049/iet-gtd.2015.1051 article EN IET Generation Transmission & Distribution 2016-05-03

People often associate roughness with difficulty, as a figure of speech. Studies have shown that there is metaphorical connection between the concept rough versus smooth feel and degree difficulty. However, it has not been determined whether tactile experiences influence judgments perceived task difficulty from perspective physical metaphors. This study used Stroop experimental paradigm to investigate effects haptic on perceptual tasks in two experiments. (1) There psychological reality...

10.1177/03010066241301313 article EN other-oa Perception 2025-01-09

Effect of PMS pre-oxidation coupled with subsequent Fe-based coagulation on DOC removal and the DBP formation.

10.1039/d4ew01021c article EN Environmental Science Water Research & Technology 2025-01-01

Abstract Carbon fiber composites have the characteristics of light weight and high strength, are widely used in automotive cover parts. This paper targets at B-pillar reinforcement plate passenger compartment, proposes a lightweight-oriented design carbon composite through topology optimization, structural initial layup design. The stiffness three-point bending compared, its crashworthiness index is calibrated. Based on side impact analysis whole vehicle model, peak intrusion velocity lower...

10.2478/amns-2025-0498 article EN Applied Mathematics and Nonlinear Sciences 2025-01-01

In order to adapt the development trend of large-scale access distributed resource and power market reform, it has gradually become an industry consensus that multi-agent resources a distribution network participate in regulation form clusters. Based on “centralized–distributed” architecture, relying process cluster partition, external characteristics calculation, command decomposition, deaggregation, strategy is proposed considering factors. Firstly, behavior each agent are analyzed under...

10.3390/electronics14071306 article EN Electronics 2025-03-26

A deeper coupling of information and power would make active distribution networks (ADNs) evolve into typical cyber-physical systems (CPSs). The unreliability cyber can affect the security ADNs. In this article, a methodology based on cyber-power joint analysis is presented to quantitatively evaluate operational risk ADNs caused by contingencies. First, CPS structure demonstrated influence ways contingencies are discussed. Then, modeling framework proposed analyze flow systems. To determine...

10.1109/tii.2019.2939346 article EN IEEE Transactions on Industrial Informatics 2019-09-03

Although the strength of Raman signals can be increased by many orders magnitude on noble metal nanoparticles, this enhancement is confined to an extremely short distance from Raman-active surface. The key development spectroscopy for applications in diagnosis and detection cancer inflammatory diseases, pharmacology, relies capability detecting analytes that are noninteractive with surfaces. Here, a new system constructed, superficial-layer-enhanced scattering (SLERS), covering elongated...

10.1002/adma.201804275 article EN Advanced Materials 2018-11-28

The diffusion of target analytes is a determining factor for the sensitivity given gas sensor. Surface adsorption results in low-concentration region near sensor surface, producing concentration gradient perpendicular to and drives net flux molecules toward solid reactive reagents on that is, vertical diffusion. Here, organic semiconductor supramolecules were patterned into micromeshed arrays integrate horizontal pathways. When used as sensor, these have an order magnitude higher than...

10.1002/anie.202006408 article EN Angewandte Chemie International Edition 2020-06-10

10.1016/j.ijepes.2021.107788 article EN International Journal of Electrical Power & Energy Systems 2021-12-01
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