Faculty

Institution

Unit

Venue

Ning Lu

Professor

North Carolina State University

Affiliations

College of Engineering

Electrical and Computer Engineering

Ning Lu is currently serving as a College Of Engineering Professor at North Carolina State University.

Honors

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Experiences

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Education

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Ning Lu

North Carolina State University

Professor

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electrical engineering energy management systems engineering engineering energy storage power electronics power engineering power system control control systems smart grid automatic control technology modeling and simulation thermal engineering demand response energy control power management power system analysis renewable energy energy systems energy research energy demand management load control sustainable energy electric power systems power control control optimization power system optimization control system technology power generation electric power transmission distribution systems networked system design vehicular technology energy engineering reliability engineering distributed systems numerical simulations frequency control power system protection thermal management power grid operations energy regulation renewable energy storage energy modeling electric power distribution unit commitment regulation service regulation services design considerations power systems energy strategies knowledge discovery frequency management thermal modeling electrical transmission state estimation energy forecasting demand forecasting control management wind power generation clean energy co-simulation virtual battery wide-area energy storage power reserves intra-hour load balancing inverter-based resources infrastructure engineering databases smart-grid security issues energy imbalance variable generation resources primary frequency regulation residential hvac units hierarchical control

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Special Section on Integrated Operation, Planning, and Business Paradigm for Coupled Energy, Transportation, and Information Networks. IEEE Transactions on Smart Grid (2025)

Wei-Jen LeeYujian YeZhaohao DingMahnoosh AlizadehAntonio De PaolaDimitrios PapadaskalopoulosYunzhi ChengGoran StrbacNing Lu

information networksintegrated operationbusinessbusiness paradigmcoupled energyenergy managementsmart grid

VIT4LPA: A Vision Transformer for Advanced Smart Meter Load Profile Analysis. Applied Energy (2025)

Hyeonjin KimYi HuKai YeNing Lu

technologyvision transformerengineering optimizationenergy researchsmart energyvision recognitionenergy analysiselectrical gridsinternet of thingsactive controlload controlsmart citiessystems engineeringmotion detectionenergy harvestingvehicular technologyelectrical engineeringsmart gridperformance evaluation

A Contextually Supervised Optimization-Based Hvac Load Disaggregation Methodology. IEEE Transactions on Smart Grid (2024)

Hyeonjin KimKai YeDuehee LeeNing Lu

energy optimizationsystems engineeringengineering optimizationcomputational optimizationenergy efficiencypower-aware computingenergy demand managementintelligent computingcontrol optimizationenergy storagepower managementelectrical engineeringpower electronicsenergy managementmachine learningbuilding energy conservationengineeringperformance evaluation

An Iterative Bidirectional Gradient Boosting Approach for Cvr Baseline Estimation. Applied Energy (2024)

Han Pyo LeeYiyan LiLidong SongDi WuNing Lu

energy optimizationiterative bidirectional gradientenergy efficiencyenergy researchenergy managementelectrical engineeringapplied mathematicsapplied physicscvr baseline estimationsupport vector machines

A Novel Power-Band Based Data Segmentation Method for Enhancing Meter Phase and Transformer-Meter Pairing Identification. IEEE Transactions on Power Delivery (2024)

Han Pyo LeePJ RehmMatthew MakdadEdmond MillerNing Lu

power engineeringpower system analysismeter phasedigital signal processingpower deliverypower electronicselectrical engineeringdata segmentation methodelectric power transmissiontransformer-meter pairing identification

A Novel Vision Transformer Based Load Profile Analysis Using Load Images as Inputs. arXiv (Cornell University) (2024)

Kim, HyeonjinHu, YiYe, KaiLu, Ning

load imagessystems engineeringload profile analysiscomputer visionmachine visionpattern recognitionelectrical engineeringimage analysisenergy managementmachine learningengineering

Applying Fine-Tuned Llms for Reducing Data Needs in Load Profile Analysis. Applied Energy (2024)

Yi HuHyeonjin KimKai YeNing Lu

energy optimizationsystems engineeringdata needsload profile analysisenergy analysisenergy researchfine-tuned llmsdata managementcontrol optimizationdeep learningmodeling and simulationenergy engineeringnumerical simulationsdata scienceapplied mathematicsllm fine-tuningenergy managementload control

Assessment of Transmission-Level Fault Impacts on 3-Phase and 1-Phase Distribution Ibr Operation. 2021 IEEE Power & Energy Society General Meeting (PESGM) (2024)

Qi XiaoJongha WooLidong SongBei XuDavid LubkemanNing LuAbdul Shafae MohammedJohan EnslinCara DeCoste ChackoKat SicoSteven G. Whisenant

systems engineeringelectrical engineeringtransmissiontransmission-level fault impactsengineering

A Two-Stage Optimization Method for Real-Time Parameterization of Pv-Farm Digital Twin. arXiv (Cornell University) (2024)

Woo, Jong HaXiao, QiPaduani, Victor DaldeganLu, Ning

power system optimizationcontrol optimizationparametric programmingnumerical simulationscomputational optimizationengineering optimizationmathematical optimizationmodeling and simulationtwo-stage optimization methodenergy managementmachine learningreal-time parameterizationdigital image processinginstrumentationsystems engineeringdigital twinningparameter tuningreal-time simulationelectrical engineeringpv-farm digital twinengineering

Bert-Pin: A Bert-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles. IEEE Transactions on Industrial Informatics (2024)

Yi HuKai YeHyeonjin KimNing Lu

systems engineeringinformaticsdata segmentsindustrial informaticstime seriestime-series load profilesoperations researchdata mininginformation technologyelectrical engineeringbert-based frameworkmachine learningcomputer science

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Ning Lu

Professor

North Carolina State University

Affiliations

College of Engineering

Electrical and Computer Engineering

Ning Lu is currently serving as a College Of Engineering Professor at North Carolina State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ning Lu

North Carolina State University

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Special Section on Integrated Operation, Planning, and Business Paradigm for Coupled Energy, Transportation, and Information Networks. IEEE Transactions on Smart Grid (2025)

Wei-Jen LeeYujian YeZhaohao DingMahnoosh AlizadehAntonio De PaolaDimitrios PapadaskalopoulosYunzhi ChengGoran StrbacNing Lu

information networksintegrated operationbusinessbusiness paradigmcoupled energyenergy managementsmart grid

VIT4LPA: A Vision Transformer for Advanced Smart Meter Load Profile Analysis. Applied Energy (2025)

Hyeonjin KimYi HuKai YeNing Lu

A Contextually Supervised Optimization-Based Hvac Load Disaggregation Methodology. IEEE Transactions on Smart Grid (2024)

Hyeonjin KimKai YeDuehee LeeNing Lu

An Iterative Bidirectional Gradient Boosting Approach for Cvr Baseline Estimation. Applied Energy (2024)

Han Pyo LeeYiyan LiLidong SongDi WuNing Lu

A Novel Power-Band Based Data Segmentation Method for Enhancing Meter Phase and Transformer-Meter Pairing Identification. IEEE Transactions on Power Delivery (2024)

Han Pyo LeePJ RehmMatthew MakdadEdmond MillerNing Lu

A Novel Vision Transformer Based Load Profile Analysis Using Load Images as Inputs. arXiv (Cornell University) (2024)

Kim, HyeonjinHu, YiYe, KaiLu, Ning

load imagessystems engineeringload profile analysiscomputer visionmachine visionpattern recognitionelectrical engineeringimage analysisenergy managementmachine learningengineering

Applying Fine-Tuned Llms for Reducing Data Needs in Load Profile Analysis. Applied Energy (2024)

Yi HuHyeonjin KimKai YeNing Lu

Assessment of Transmission-Level Fault Impacts on 3-Phase and 1-Phase Distribution Ibr Operation. 2021 IEEE Power & Energy Society General Meeting (PESGM) (2024)

Qi XiaoJongha WooLidong SongBei XuDavid LubkemanNing LuAbdul Shafae MohammedJohan EnslinCara DeCoste ChackoKat SicoSteven G. Whisenant

systems engineeringelectrical engineeringtransmissiontransmission-level fault impactsengineering

A Two-Stage Optimization Method for Real-Time Parameterization of Pv-Farm Digital Twin. arXiv (Cornell University) (2024)

Woo, Jong HaXiao, QiPaduani, Victor DaldeganLu, Ning

Bert-Pin: A Bert-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles. IEEE Transactions on Industrial Informatics (2024)

Yi HuKai YeHyeonjin KimNing Lu

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Similar Faculty Members

Di Shi

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applied artificial intelligence

intelligent computing

Le Xie

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Texas A&M University

electrical engineering

systems engineering

Kai Sun

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electrical engineering

systems engineering

Adel Nasiri

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electrical engineering

Saifur Rahman

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electric vehicle

demand response

Daniel Kirschen

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clean energy

energy revolution

Paras Mandal

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systems engineering

Mo-Yuen Chow

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electric power quality

electricity generation