2026 PVPMC – Albuquerque

2026 21st PV Performance Modeling Workshop Albuquerque, New Mexico USA

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Day 1: Tuesday May 12, 2026

1. Irradiance Modeling

Session Chair: Joshua S. Stein, Sandia National Laboratories

Solar Resource Measurements and Site Adaptation (145 downloads ) Nate CroftGroundWork Renewables
Evaluation of Decomposition–Transposition Methods for POA Irradiance Estimation in Tropical High-Cloudiness Conditions Using High-Resolution Field Measurements (70 downloads ) Erick CepedaIngeniería Creativa – ICREA and Universidad Nacional de Colombia
Uncertainty evaluation of PR measurement with focus on meteorological parameters (72 downloads ) Kees van den BosHukx

2. Modeling Single Axis Trackers

Session Chair: Kevin Anderson, Sandia National Laboratories

Thermal-Aware Single-Axis Tracking: Reducing PV Module Temperature and UV Exposure Without Sacrificing Yield (74 downloads ) Robinson CavieresThe University of New South Wales
A Workflow to Analyze the Impact of Terrain Undulations on Energy Yield for Different Motor Block Sizes (67 downloads ) Umay AkkoseogluDNV
Probabilistic reconstruction of unknown tracker angles for sub-hourly loss quantification (39 downloads ) Thore MüllerPVRADAR Labs GmbH
A framework for improving wind stow models with field validation (62 downloads ) Justin RoelantArray Technologies Inc.

3. Poster Session 1

Expand to list posters
1Gofran Chowdhury3E
2 Quantifying Performance Differences Between Manufacturer-produced and Third Party-produced PAN Files (61 downloads ) Scott MeredithAnza Renewables
3 Impacts on Backtracking Energy Generation from Underlying Terrain Undulations and Varying Motor Block Size (25 downloads ) Billy HayesArray Technologies, Inc
4 Comparative Analysis of Third-Party Measured Incidence Angle Modifier Profile with Manufacture-based Profile for PV Modules (54 downloads ) Stephen JohnBlack & Veatch
5 A Designer’s Perspective on Complex 3D Shading Scenes in Solar PV Performance (22 downloads ) Stephen SherwoodBlack & Veatch
6Marc PerezClean Power Research
7Marc PerezClean Power Research
8 Impact of Long-Term Average Soiling and Temporal Resolution on Energy Yield Analysis (26 downloads ) Umay AkkoseogluDNV
9 Validation of PVsyst and Pvlib Transposition Models Implementations Using Long-Term Operational Data (9 downloads ) Vivek B. MahtaniEnertis Solar Inc.
10 Validation of PVsyst and Pvlib Transposition Models Implementations Using Long-Term Operational Data (5 downloads ) Javier W. Delgado HernandezEnertis Solar Inc.
11 Reduced Uncertainties in CdTe Performance Characterizations (0 downloads ) Daniel ZirzowGroundWork Renewables
12 Backyard PV Module Partial Shade Loss Measurements (21 downloads ) Will Hobbs & Bentley HobbsHobbs Family
13 Comparison of Horizon Shading Models (63 downloads ) Sydney EissInvenergy LLC
14 From GHI to POA: Validation of Decomposition and Transposition Models Using Field Measurements (38 downloads ) Bahram EmamiMcCarthy Building Companies, Inc.
15 Terrain Modeling for Utility-Scale PV (18 downloads ) Levi BrownMcCarthy Building Companies, Inc.
16 Hybrid Physics-Informed Digital Twin for PV Performance Modeling with Field Validation (42 downloads ) Daniel OkonMorgan State University
17 Enhancements in voltage degradation modeling for multi-year analyses (0 downloads ) Matt PrillimanNational Laboratory of the Rockies (NLR)
18 Modeling Aging PV Systems: An Integrated Workflow for Operational Decision-Making (0 downloads ) Matt PrillimanNational Laboratory of the Rockies (NLR)
19Yu XieNational Laboratory of the Rockies (NLR)
20Yu XieNational Laboratory of the Rockies (NLR)
21 High-resolution WRF-based Downscaling of Earth System Model Projections for Energy Applications across CONUS (0 downloads ) Jaemo YangNational Laboratory of the Rockies (NLR)
22Nick de VriesSilicon Ranch
23Aron HabteNational Laboratory of the Rockies (NLR)
24Laura HinkelmanOrigis Energy, Inc.
25 Impact of Time-Series Weather Dataset Selection on NEC-Compliant PV String Sizing and Balance-of-System Economics (33 downloads ) Vatan KumarSun2O
26 Using electrical circuit tool pvspice for potential induced degradation simulations on a string level (15 downloads ) Norman JostSandia National Laboratories
27 Assessing Photovoltaic Capacity Factor Variability Using Long-Term Satellite Derived Solar Resource Data Under Brazilian Climate (25 downloads ) Joao FredericoUniversidade Estadual de Campinas and NLR
28 Thermal & Electrical Model coupling – Modelling Recombination effects for high efficiency modules at module scale (8 downloads ) Robinson Cavieres AbarcaUniversity of New South Wales
29 Impact of Spectrum, Luminescent Coupling, and Temperature Coefficient on Tandem Device Performance (29 downloads ) Phillip Hamer & Zihui ZhangUniversity of New South Wales
30 Towards an Improved Thermal Model with Physically Consistent Heat Loss Coefficients (9 downloads ) Phillip Hamer & Z. HaydousUniversity of New South Wales
31Albert ChangVDE Americas
32 Improving TMY Solar Resource Selection with an Maximum Likelihood Estimation (MLE)-Based Plane-of-Array (POA) Approach (26 downloads ) Rounak KharaitE3 Consulting Services LLC
33 PV Snow Losses for the Contiguous U.S.: Gridded Models with Ground-Based Validation (0 downloads ) Josh PetersonGroundWork Renewables
34 Correction of Solar Radiation Bias in Compact Weather Sensors for PV Monitoring (15 downloads ) Ajay SinghCampbell Scientific

4. PV Performance Model Development

Session Chair: Janine Keith, National Laboratory of the Rockies

Low Breakdown Voltage Cell in Pvsyst (53 downloads ) Bruno WittmerPVsyst SA
Application of the Intrinsic-Adjusted Single Diode Model to Production Data (33 downloads ) Phillip HamerThe University of New South Wales
PVCollada: A Schema for Exchange of Digital PV System Design Data (63 downloads ) Clifford HansenSandia National Laboratories

5. Modeling PV + Battery Systems

Session Chair: Balamurali Rammohan, Arevon Energy

Sizing DC-Coupled Utility-Scale BESS Using a Charging Reliability Metric Under High Curtailment Conditions (45 downloads ) Andres FernandezIngeniería Creativa – ICREA
Gaps in PV-Coupled Battery Modeling (45 downloads ) Janine KeithNational Laboratory of the Rockies (NLR)
Combined Lost Energy and Fault Analysis for DC-Coupled PV+BESS (49 downloads ) Nicholas WardAES Clean Energy
PV + Li-Ion BESS: Modeling & Evaluation of Energy Arbitrage & Ancillary Service Use Cases (31 downloads ) Richard HolzBechtel Corporation

Day 2: Wednesday, May 13, 2026

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6. Key Performance Indicators

Session Chair: Marios Theristis, Sandia National Laboratories

Updates from the PV O&M Analytics Collaborative (PVMAC) (69 downloads ) Marios TheristisSandia National Laboratories
Reliable and Actionable Performance Metrics for Heavily Curtailed Plants (50 downloads ) Gofran Chowdhury3E
O&M KPIs: You get what you pay for (87 downloads ) Kevin AndersonSandia National Laboratories
Introduction to the Energy Accounting Workgroup (51 downloads ) Dan LearyDenowatts
How spectral effects impact capacity testing - a case study (58 downloads ) Keith McIntoshPV Lighthouse and Kiewit Engineering

7. Closing the Loop from Operations to Design

Session Chair: Rhonda Bailey, RB RE Consulting LLC

Interpreting Field Data from Five Utility-Scale PV Projects (140 downloads ) Graham GallopMortenson
Understanding discrepancies in module degradation and performance loss rate (50 downloads ) Norman JostSandia National Laboratories
Quantifying Losses and Failure Rates in Large-Scale PV Fleets with the SUPER Benchmarking Tool (32 downloads ) Daniel FregosiEPRI (Electric Power Research Institute)

8. Poster Session 2

Expand to list posters
35Gofran Chowdhury3E
36 Comparative Assessment of ASTM E2848 and Temperature-Normalized Solar PV Capacity Testing Protocols (29 downloads ) Shail BajpaiBlack & Veatch
37 Diagnostic techniques for PV plant performance (35 downloads ) Jay MillerBlack & Veatch
38 An Alternative Approach for Determining Reporting Conditions and Expected Capacity for PV Capacity Testing (31 downloads ) Parag PathakBlack & Veatch
39 ASTM E2848-13 Based Energy Forecasting Methodology for Underperforming Solar PV Plants (34 downloads ) Saurav KadelBlack & Veatch
40 Evaluation of Dust Soiling Models Against Operational Data (16 downloads ) Umay AkkoseogluDNV
41 Quantifying soiling using operational data (30 downloads ) Carlos Fustero MartinezDNV
42 A Data‑Driven Method for Predicting PV Energy Losses from Shading (44 downloads ) Radhika Lampuse and Andrea QuattroneDNV
43 Is IEC 61853-1 testing useful for predicting the energy yield of tandem solar cells? (29 downloads ) Rajiv DaxiniNational Laboratory of the Rockies (NLR)
44 First Solar True-Backtracking vs. Backtracking in Various Diffuse Conditions (27 downloads ) Anna RaperDNV Energy USA Inc
45 Reliability Modeling Input Data – Two Case Studies (24 downloads ) Peter BurgessEDF power solutions
46 Spotting the suspects: AI-identified performance issues from a physics-modeling foundation (9 downloads ) Trevor CoathupEnurgen
47 Improving PV Performance Modeling Through Data Quality Flagging and Classification (25 downloads ) Devin WidrickEPRI
48 Measurement-Supported Soiling Loss Modeling: Incorporating Site-Specific Preconstruction Measurements with Standard and Advanced Soiling Models (36 downloads ) Julie ChardGroundWork Renewables
49 Optimizing statistical sampling of in-situ PV module performance metrics for protection against plant total loss (28 downloads ) Lawrence PrattGroundWork Renewables
50 Forecast-Driven BESS Scheduling in PV Plants: Intraday Updates to Maximize Arbitrage and Effective Utilization (16 downloads ) Rafael Avila NaranjoICREA
51 Solar Capacity Test Case Study – Uncertainty Calculation (47 downloads ) Kyle LaBrosseInvenergy
52 Quantifying Power Losses from Inverter Voltage Floor Limitations (25 downloads ) Sha LiLeeward Renewable Energy
53 Combiner-Level Operational Performance Analysis Improvements (20 downloads ) Tim ZimetLongroad Energy
54 Short Form Energy Performance Index (EPI) Test vs Capacity Testing – A Legitimate Alternative to Industry Standard Milestone Testing (63 downloads ) Lucas SmithMoss
55 High-fidelity modeling of single-axis tracker PV systems (10 downloads ) Ricky DunbarNextpower
56 Measuring Module Degradation With In-Situ IV (37 downloads ) Michael GosteinOTT Hydromet
57 Use of a modeled-to-measured comparison approach to detect stalled tracker events in a monofacial photovoltaic power plant (43 downloads ) Riccardo Adinolfi BoreaRSE – Ricerca sul Sistema Energetico
58 Impact of Quality Control on Uncertainty in Solar PV Performance Evaluation (38 downloads ) Marketa Hulik JansovaSolargis
59 Free near-real-time irradiance data from NOAA GOES satellite program (15 downloads ) Will HobbsSouthern Company
60 Applying Advanced Wind and Precipitation Sensing to Improve Solar Plant Weather Data Reliability and O&M Decisions (19 downloads ) Mikko KrapuVaisala Oyj
61 When RSS Breaks: Clipping and the Limits of Symmetric Uncertainty (9 downloads ) Daniel MoghtaderVDE Americas
62 Best Practices in Operational Energy Yield Assessments (15 downloads ) David SmithWood PLC
63 Energy Losses due to Temporally or Spatially Significant Tracker Faults (20 downloads ) Innes MacMillanWood PLC
64 PV Expected Energy, PVEX: Implementing pvlib-Based Modeling From a Grid Operator Perspective (10 downloads ) Matt MallesSouthern Company
65 Evaluating Cyber-Physical Cybersecurity in PV systems (14 downloads ) Birk JonesSandia National Laboratories
Poster winners for 2026 PVPMC
Poster winners for 2026 PVPMC

9. Model Validation

Session Chair: Sha Li, Leeward Renewable Energy

Comparative analysis: Validating PV simulation uncertainty against field measurements (58 downloads ) Tomas CebecauerSolargis
Evaluating Error Propagation Across the Photovoltaic Modeling Pipeline Through Blind Modeling (35 downloads ) Lelia DevilleUniversity of Louisiana at Lafayette
Validation with PV plant data and updates of the 3D energy yield calculation model for the RatedPower software (41 downloads ) Félix Ignacio Pérez CicalaRated Power

10. Uncertainty

Session Chair: Clifford Hansen, Sandia National Laboratories

Climate-Dependent Differences in Energy-Yield Exceedance Levels: Parametric (PVsyst) vs Monte Carlo Uncertainty for Four U.S. PV Sites (55 downloads ) Rounak KharaitE3 Consulting Services, LLC
An Operational Evaluation of Modeled Uncertainties to Measured Solar Irradiance and Grid Energy (89 downloads ) Halley DarlingNatural Power
Why Nominal Generation Is Not P50: Quantifying Systematic Bias In Solar Performance Modeling (43 downloads ) Chetan ChaudhariPowerUQ
Adding Context to P50: A Practical Approach for Pre-Construction Energy Assessments (40 downloads ) Jon KalantarDNV
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Day 3: Thursday, May 14, 2026

11. Forecasting

Session Chair: Andres Calcabrini, PVcase

How Hybrid Forecasting Improves Earnings of Utility Scale Energy Assets (47 downloads ) Juergen SutterluetiGantner Instruments
Reducing Month-Ahead PV Yield Uncertainty (40 downloads ) Marc PerezClean Power Research

12. Modeling Tool Updates 1

Session Chair: Amir Asgharzadeh Shishavan, Nextpower

pvcaptest Evolves: Streamlined Bifacial Tests (42 downloads ) Ben TaylorTailored Data Consulting
Updates on the National Solar Radiation Data Base (NSRDB) (60 downloads ) Yu XieNational Laboratory of the Rockies (NLR)
What’s New in System Advisor Model (37 downloads ) Janine KeithNational Laboratory of the Rockies (NLR)

13. Modeling Tool Updates 2

Session Chair: Kendra Conrad, Array Technologies

Browser-Based, High-Fidelity PV Plant Modeling with High-Resolution Terrain (37 downloads ) Tomas SaskoSolargis
Updates and future developments in PVsyst (59 downloads ) Robin VincentPVsyst SA
SolarFarmer: Latest developments and insights (43 downloads ) Javier Lopez-LorenteDNV
PlantPredict: Model Updates and Roadmap (51 downloads ) Jason SpokesTerabase
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