Mengying Li | Renewable Energy Advancement Lab

Latest

Quantifying the effects of spectral and directional distribution of radiation on its propagation in saline water
Self-attention mechanism to enhance the generalizability of data-driven time-series prediction: A case study of intra-hour power forecasting of urban distributed photovoltaic systems
Evaluating different CFD surrogate modelling approaches for fast and accurate indoor environment simulation
A novel control strategy to neutralize internal heat source within solid oxide electrolysis cell (SOEC) under variable solar power conditions
Spatial solar forecast verification with the neighborhood method and automatic threshold segmentation
Improved satellite-based intra-day solar forecasting with a chain of deep learning models
Discovering two general characteristic times of transient responses in solid oxide cells
A review of distributed solar forecasting with remote sensing and deep learning
Can end-to-end data-driven models outperform traditional semi-physical models in separating 1-min irradiance?
Regime-dependent 1-min irradiance separation model with climatology clustering
Global and direct solar irradiance estimation using deep learning and selected spectral satellite images
Analyzing the interactions between photovoltaic system and its ambient environment using CFD techniques: A review
A transferable turbidity estimation method for estimating clear-sky solar irradiance
Transient characteristics of a solid oxide electrolysis cell under different voltage ramps: Transport phenomena behind overshoots
An Overview of deterministic and probabilistic forecasting methods of wind energy
Rolling optimization based on holism for the operation strategy of solar tower power plant
Paint with the Sun: A Thermal-Vision Guided Robot to Harness Solar Energy for Heliography
Synthesizing High-fidelity Time-series Sensor Signals To Facilitate Machine-learning Innovations
Formation and evolution characteristics of hydrothermal flames inside a transpiring wall reactor: A transient numerical investigation
Estimation of high-resolution solar irradiance data using optimized semi-empirical satellite method and GOES-16 imagery
Improved turbidity estimation from local meteorological data for solar resourcing and forecasting applications
A network of sky imagers for spatial solar irradiance assessment
Multi-objective bi-level quantity regulation scheduling method for electric-thermal integrated energy system considering thermal and hydraulic transient characteristics
A time of transition: Stories from starting a new research program in 2020
Intra-hour irradiance forecasting techniques for solar power integration: A review
On Radiation-Based Thermal Servoing: New Models, Controls, and Experiments
Multivariate Memory Vectorization Technique to Facilitate Intelligent Caching in Time-Series Databases
Bivariate Optimization Technique for Tuning SPRT Parameters to Facilitate Prognostic Surveillance of Sensor Data from Power Plants
MSET-based Process for Certifying Provenance of Time-Series Data in a Time-Series Database
SCOPE: Spectral cloud optical property estimation using real-time GOES-R longwave imagery
Spectral solar irradiance on inclined surfaces: a fast Monte Carlo approach
Dequantizing low-resolution IOT signals to produce high-accuracy prognostic indicators
Hybrid Clustering-partitioning Technique that Optimizes Accuracy and Compute Cost for Prognostic Surveillance of Sensor Data
Electric Load Forecasting Based on Smart Meter Signals
Detecting Degradation in Rotating Machinery by Using the FWHM Metric to Analyze a Vibrational Spectral Density Distribution
Anisotropic corrections for the downwelling radiative heat transfer flux from various types of aerosols
On the effective spectral emissivity of clear skies and the radiative cooling potential of selectively designed materials
Radiative cooling resource maps for the contiguous United States
Data Center Cooling System Integrated with Low-Temperature Desalination and Intelligent Energy-Aware Control
Efficient model for evaluation of spectral and vertical distributions of atmospheric longwave radiation
Method for Improved IoT Prognostics and Improved Prognostic Cyber Security for Enterprise Computing Systems
Spectral model for clear sky atmospheric longwave radiation
On the determination of atmospheric longwave irradiance under all-sky conditions
Quantitative evaluation of the impact of cloud transmittance and cloud velocity on the accuracy of short-term DNI forecasts
Sun-tracking imaging system for intra-hour DNI forecasts
Analysis of Hydraulic Fracturing and Reservoir Performance in Enhanced Geothermal Systems
Capacitive charging and desalination dynamics of a packed-bed reactor
Energy analysis for guiding the design of well systems of deep Enhanced Geothermal Systems
Range of Validity of a Simplified Model for Diffuse Charge Dynamics
Real-time forecasting of solar irradiance ramps with smart image processing
Real-time prediction intervals for intra-hour DNI forecasts
Comparative analysis of power plant options for enhanced geothermal systems (EGS)