2023 16th PV Performance Modeling Workshop
Salt Lake City, Utah USA
Note that video recordings are only available for some of the presentations.
Day 1: Tuesday May 9, 2023
| Welcome to the 2023 PVPMC (6738 downloads ) | Joshua Stein | Sandia National Laboratories |
1. Solar Resource Assessment
| Rethinking Typical Year Data Modeling for Solar Energy Application (7046 downloads ) | Aron Habte | NREL | |
| QC Flagging of Shading in Ground Measurements of Solar Irradiance (6607 downloads ) | Alex Bryan | GroundWork Renewables | |
| Strategies for Rear Irradiance Monitoring in Tracked Bifacial Systems (6642 downloads ) | Nicholas Riedel-Lyngskær | European Energy | |
| Quality assessment of global tilted irradiance by automatic and manual procedures (6931 downloads ) | Marketa Hulik Jansova | Solargis | Recording Link |
| An Update on New Capabilities in the NSRDB (6778 downloads ) | Manajit Sengupta | NREL |
2. PV Capacity Testing
| PV Plant Underperformance from a Lab, Field and Modeling Perspective (6598 downloads ) | Jim Crimmins | CFV Labs | Recording Link |
| pvcaptest Updates and Ongoing Work (6527 downloads ) | Ben Taylor | Tailored Data Consulting | Recording Link |
| Modern PV Plant Capacity (Performance) Testing from an EPC’s Perspective (6736 downloads ) | Adam Kankiewicz | Black & Veatch | Recording Link |
| Outboard Pyranometer Bifacial Capacity Testing (6421 downloads ) | Jeff Newmiller | DNV | Recording Link |
3. Posters (Files will be posted as they are received)

4. Innovations in PV System Monitoring
| Applications of in-situ I-V measurement (6917 downloads ) | Michael Gostein | Atonometrics | Recording Link |
| Derivation and Applications of Filtered Temperature-Corrected Performance Ratio for Diagnosis of Under-performing Power Plants (6768 downloads ) | Samantha Wilson | PowerFactors | Recording Link |
| A Golden Dataset to Enable Automatic Photovoltaic Fault Detection Processes (6770 downloads ) | Scott Sheppard | Turbine Logic | Recording Link |
5. Modeling Tools and Software Updates
| Updates and improvements in the latest PVsyst versions (6972 downloads ) | Bruno Wittmer | PVsyst | Recording Link |
| Validation of PVcase Yield - A yield simulation software based on 3D PV plant digital twins (7051 downloads ) | Andres Calcabrini | PVcase | Recording Link |
| Recent and Planned Improvements to the System Advisor Model (SAM) (6826 downloads ) | Nate Blair | NREL | Recording Link |
| PlantPredict: Model and Software Updates (6873 downloads ) | Kurt Rhee | Terabase | Recording Link |
| pvlib 2023 update: pvlib-python, pvanalytics, twoaxistracking (5928 downloads ) | Clifford Hansen | Sandia National Laboratories | |
| SolarOPS: A versatile PV system simulation software (6961 downloads ) | Antonios Florakis | TotalEnergies | Recording Link |
| Energy yield modeling using the pvDesign software (6855 downloads ) | Félix Ignacio Pérez Cicala | RatedPower | Recording Link |

Day 2: Wednesday August 24, 2022
6. PV System Modeling
| Impacts of Albedo Estimation Method on Energy Estimates (6800 downloads ) | Halley Darling | UL Solutions | Recording Link |
| A Model for Efficient Shading Evaluation in Large-Scale PV Plants Based in Hemicube Geometry (7149 downloads ) | Anja Neubert | DNV | |
| Differences between advanced and conventional models in bifacial yield simulations (6859 downloads ) | Keith McIntosh | PV Lighthouse | Recording Link |
| PV Expected Energy Modeling (6844 downloads ) | Will Hobbs | Southern Company | Recording Link |
| Getting more useful information from modelling of iv curves and matrix measurements (7277 downloads ) | Steve Ransome | SRCL |
7. PV Data Analysis and Analytics
| Comparison of Open-Source Photovoltaic Performance Models Against Multi-Year Field Data (6803 downloads ) | Lelia Deville | University of Louisiana / Sandia National Laboratories | |
| DNV’s Solar Energy Assessment Validation using SolarFarmer (6870 downloads ) | Madison Ghiz | DNV | Recording Link |
| Announcements of Model Validation Comparisons and RFI (6756 downloads ) | Marios Theristis, Cliff Hansen, and Tassos Golnas* | Sandia National Laboratories and *US Department of Energy |
8. Bifacial PV
| Using CAD Output Files to Compute Terrain Losses in PVsyst (6810 downloads ) | Laura Hinkelman | Black & Veatch | Recording Link |
| Effects of subhourly modeling on three dimensional near shading losses and terrain-aware backtracking gains (6754 downloads ) | Josh Wirth | Daly Energy | Recording Link |
| Modeling Transposition for Single Axis Trackers Using Terrain Aware Backtracking Strategies (6782 downloads ) | Jenya Meydbray & Kurt Rhee | Nevados | Recording Link |
| PV Panel Variability Effects using PVLib (6865 downloads ) | Mike Anderson | Erthos | Recording Link |
| Final Perspectives from PVPMC 2023 (6782 downloads ) | Joshua Stein | Sandia National Laboratories |

pvlib-python User Group Meeting
| 2023 User’s group: pvlib python and pvanalytics (6796 downloads ) | Clifford Hansen | Sandia National Laboratories |