Home
  Consulting
Materials Science
Optoelectronics
  Our Projects
PV Quality
Materials Science
Optoelectronics
  Solyndra
Education
Solar Cell Book
Technical Training
About Us
Publications
Employment
Links & Info
Projects >> PV Quality >> Webinars

PV Quality Assurance and Module Durability Webinars


PVQAT logo


Webinars

The PVQAT (pron. "pee vee cat") community organizes webinars that are designed to facilitate international collaboration. Look below for upcoming and past webinars to get a sense of the development and scope of this field.

Description:Gases and particles find their way into the atmosphere by a variety of natural processes and human activities. These airborne substances typically return to surfaces on land and water over time, also by a variety of processes. The science of atmospheric deposition has improved dramatically since scientists began modeling and monitoring long ago (some early measurements go back at least centuries), and the field continues to evolve and improve. Algorithms that address deposition are now included in the workhorse regulatory air dispersion models, like the US EPA AERMOD model. I will cover the current state of regulatory dry deposition modeling, including strengths and weaknesses, and some background about how and why it came into its present form.


Our Speaker

Greg Pratt
Adjunct Assistant Professor, Environmental Health Division, School of Public Health, University of Minnesota
Gregory C. Pratt

Gregory C. Pratt currently serves as an adjunct assistant professor at the University of Minnesota School of Public Health, Division of Environmental Health. Previously Dr. Pratt worked as a Research Scientist for the Minnesota Pollution Control Agency, Environmental Analysis and Outcomes Division. He earned his BS, MS, and PhD degrees all from the University of Minnesota, earning his PhD in 1982 in Plant Physiology. He has published more than 40 peer-reviewed journal papers on the subjects of air pollution and its effect on plant physiology and human health, atmospheric chemistry, and regulatory issues related to air pollution. As a researcher he has led numerous projects and grants working with the US Environmental Protection Agency in studies combining modeling with measurement campaigns. He has served on various national and international advisory panels including the Environmental Health Tracking and Biomonitoring Advisory Panel of the Minnesota Department of Health, and is an active member of the International Society for Exposure Science.

Description: The webinar will be a panel discussion, with a brief initial perspective from each researcher. We will hear from several researchers investigating distributions of soiling particle size and compare their measurement and analysis methods. Combining these perspectives might shed some light on field contamination affecting the PV industry.


Our Speakers

Stefan Grob
Application Consultant, KSL staubtechnik gmbh
Stefan Grob

Stefan Grob works as an application consultant for KSL staubtechnik gmbh, Lauingen, Germany. KSL produces and develops technical dusts for different industries. Stefan mainly focuses on chemical composition and particle size distribution of dusts for environmental simulation. He is member of the VDI/DIN standards committee on air pollution control, where he has been working on PV soiling topics. After earning Bachelor and Master degrees in materials science from the University of Augsburg, Germany, he finished his PhD in Physics in 2016, researching the effect of morphology on small molecule organic solar cells.

Klemens Ilse
Scientific Researcher, Fraunhofer Center for Silicon-Photovoltaics
Klemens Ilse

Klemens Ilse works as a scientific researcher at the Fraunhofer Center for Silicon-Photovoltaics, Halle, Germany and at the Anhalt University of Applied Sciences. He earned Bachelor and Master Degrees of Science in Physics from Martin Luther University Halle-Wittenberg. During his studies, he specialized in photovoltaics and material characterization at the micro- and nano-scale as well as thin film deposition methods. In 2015, he started his Ph.D. with topical focus on dust deposition and soiling mechanisms on PV modules. His research interest includes adhesion mechanisms of dust particles, development of effective Anti-Soiling-Coatings as well as lab modelling of desert environments.

David C. Miller
Project Leader, IEC TC 82 Working Group 2
speaker name

David C. Miller earned a bachelor's degree from the University of Minnesota and master's degree and doctoral degrees from the University of Colorado-Boulder. David specializes in the reliability of PV packaging materials. His current activities include research on: abrasion and contamination of anti-reflective/anti-soiling coatings; UV weathering of encapsulant and backsheets materials; and the dielectric breakdown of packaging materials. David is a project leader and contributor for industry standards related to characterization and durability of PV packaging materials, including the IEC 62788-series within the IEC TC 82 Working Group 2 (PV modules). David also hosts groups within the international PVQAT, including Task Group 5 of, focusing on UV weathering of encapsulant materials; PVQAT Task Group 12-3, focusing on the abrasion of incident surfaces.

Greg P. Smestad
Owner, Sol Ideas Technology Development
Greg Smestad

Greg P. Smestad received his Ph.D. in Physical Chemistry from the Swiss Federal Institute of Technology (EPFL) on the topic of the thermodynamic limits of quantum solar energy conversion. He received his Masters degree in Materials Science and Engineering from Stanford University, and his B. S. in Biology from the University of Santa Clara in California. He works in the area of optoelectronics and materials related to solar energy conversion and is the owner of the consulting firm, Sol Ideas Technology Development in San José, California. From 1990 to 2016, he served as Associate Editor for Solar Energy Materials and Solar Cells.

Description: Anti-soiling coatings for solar PV modules are an exciting technological solution to mitigate module output losses due to soiling. As this technology continues to gain market acceptance, there is much active work being done to fully understand the fundamental mechanisms, reliability, and economic implications of anti-soiling coatings. This presentation will cover WattGlass’ collaborative work with the SLAC National Accelerator Laboratory to apply synchrotron-based X-ray analysis tools to study interactions between WattGlass’ anti-soiling coating and particulate contamination, the results of on-going field performance tests at DOE Regional Test Centers (RTCs), and, finally, techno-economic analysis for anti-soiling coatings.


Our Speakers

Dr. Drew Fleming
Senior Research Engineer, WattGlass
Dr. Drew Fleming

Dr. Drew Fleming is a senior research engineer at WattGlass, an Arkansas-based company specializing in research, development, and manufacturing of low-cost, high-performance coatings for optical applications, including PV power and industrial lighting. At WattGlass, he has worked with collaborators at the SLAC National Accelerator Laboratory and Sandia National Lab to apply synchrotron-based X-ray analysis tools to study the chemical and morphological interactions between particulate soils and WattGlass’ high-performance anti-soiling/antireflective coating for PV modules. He also leads field deployment efforts to validate performance of the WattGlass coating.

Dr. Michael Woodhouse
Senior Analyst, NREL's Strategic Energy Analysis Center (SEAC)
Dr. Michael Woodhouse

Dr. Michael Woodhouse is a senior analyst within the National Renewable Energy Laboratory's (NREL) Strategic Energy Analysis Center (SEAC). His analysis activities are focused on solar energy technologies, economics, and policy. He also serves as Associate Editor for the American Institute of Physics peer-reviewed Journal of Renewable and Sustainable Energy. In this role he is responsible for selecting and coordinating publications related to energy economics and policy. He is also the lead economics analyst for the DuraMAT Consortium, which is a program of U.S. university and national lab research administered by NREL.

Description: Climate, geography and local environment all play a role in the impact of soiling on PV plant efficiency. A differentiated consideration of the local situation is the key to an economically sound solution. This presentation will provide specific and varied examples of soiling and a detailed analysis of all necessary factors to enable an optimum solution in each individual case.


Our Speaker

Gerhard Mütter
Technical Director, Alteso
Gerhard Mutter

Gerhard Mütter is Technical Director of Alteso. Together with the international team of experts at Alteso, Gerhard developed PEAK, Alteso's leading-edge, advanced data analysis service using special algorithms including machine learning for exploring big data of PV plants. PEAK supports PV asset managers, owners and O&M companies through cost-efficient detection of hidden value on top of PV monitoring software resulting in value asset maximization while minimizing costs. Alteso services more than 1500 MW assets in 15 countries.

Gerhard has worked in the renewable energy industry in product management, product development and PV for Austria's largest solar-companies for more than 10 years. He has been technical head of large PV plants since 2011. Together with his team, he has analysed more than 2 GW of large PV plants across Europe and India, is Technical Director of Alteso in India, organizing member of the Scientific Committee of EU-PVSEC and lecturer for Photovoltaics at the Technical University in Vienna.

Relevant Education: Automotive Engineer, Technical Mathematics and Informatics at University Linz, Austria, MSc for Renewable Energies at the Technical University, Vienna.



Description: As soiling effects have grown in importance for the economic performance of PV power plants, widespread attention to the issues and reporting of results has led to disparate definitions being used for soiling measurements and terms. Our December webinar seeks to improve consensus on terminology and methodology, using a panel of experts with diverse perspectives. The panel addressed questions such as:

  • How do you quantify the effect of soiling on PV performance?
  • How do you implement Soiling Ratio measurements?
  • How does the definition of Soiling Ratio and Soiling Level in IEC 61724-3 apply to your usage?
  • What are the most practical terms and definitions for soiling in the field?

We hope to have plenty of time for vigorous discussion with the audience.


Panelists


Michael Gostein
Chief Technical Officer, Atonometrics, Inc.
Michael Gostein

Atonometrics develops test and measurement equipment for the PV industry and is a world leader in the supply of PV system soiling measurement instrumentation. Michael Gostein (PhD Physics, University of Texas; BS Physics, MIT) has published numerous articles on soiling measurement, PV instrumentation, and other test and measurement topics and has been issued 6 patents. Previously he was Chief Technologist at Philips Advanced Metrology Systems, supplying optical measurement instrumentation to the semiconductor industry.

Justin Robinson
Technical Director, GroundWork Renewables Inc.
Justin Robinson

GroundWork Renewables is a leading full-service meteorological and soiling measurement services company. Justin joined GroundWork in 2013, focusing on R&D, technical compliance, and new product development within the solar resource assessment and operational performance monitoring markets. Robinson has been focused on irradiance and meteorological measurements since 2001 at Utah State University, Draker Labs, and Campbell Scientific Inc. He was the American Solar Energy Society (ASES) Resource Application Division Chair from 2009 - 2013.

Mike Deceglie
National Renewable Energy Laboratory (NREL)
Mike Deceglie

Michael Deceglie (PhD, Caltech, 2013) is a scientist at the National Renewable Energy Laboratory where his research focuses on understanding and quantifying the performance and reliability of PV modules under real-world conditions. Before joining NREL in 2013, he earned his PhD from Caltech where he studied solar cell device physics and optics.

Matt Muller
Senior Solar Energy Consultant, Leidos Engineering
Matt Muller

Matthew Muller (MS Mechanical Engineering, University of Missouri, 2006) worked at NREL within the PV Reliability, Performance, and Evaluation group from 2008 through 2017. His NREL work covered PV measurements and data analytics, PV soiling modeling, PV anti-soiling and anti-reflection coatings, thermal modeling, spectral performance modeling, concentrating PV performance, solar trackers, and IEC standards. At Leidos is his focus is on forecasting 30-year energy production for large-scale solar facilities, solar resource assessment, technology risk assessments, PV site visits, and developing tools to support solar energy analysis.

Dr. Bing Guo
Assistant Professor of Mechanical Engineering, Texas A&M University at Qatar
Dr. Bing Guo

Bing Guo (BS, MS, and PhD, Tsinghua University) is currently focusing on soiling due to dust accumulation and its mitigation. Dr. Guo's other research interests involve machine learning, aerosol formation in reacting flows, nanomaterial synthesis, health effects of nanoparticles, aerosol sampling, computational fluid dynamics of aerosol flows, and particulate air pollution. He also consults on stack sampling for the nuclear power industry. Dr. Guo has over 30 peer-reviewed journal publications and teaches courses in thermodynamics, fluid mechanics, heating, ventilation and air conditioning, as well as research methods.

Description:Particle size and particle size distribution, and the role of particle size and composition on PV soiling


Speakers


Dirk Goossens
KU Leuven

One of the most important properties of a sediment is its particle size distribution. Particle size is a complex parameter because the size of a particle may vary according to which definition is used. Also, many techniques exist to determine the particle size distribution of a sample. Different techniques will lead to different results. This presentation will discuss the difficulties in defining particle size and also give an overview of the current techniques used to measure the particle size distribution of a sample, and conclude by discussing a number of problems that may arise when a particle size analysis is performed.

 

Dirk Goossens

Dirk Goossens works at the Department of Electrical Engineering and the Department of Earth and Environmental Sciences at KU Leuven (Belgium). His research focuses on wind and atmospheric dust dynamics, with applications in earth science, human health and solar energy. He has held positions at KU Leuven (Belgium), Wageningen University and Research Center (the Netherlands); the University of Paris 12 (France), the University of Paris 7 (France), and the University of Nevada Las Vegas (USA). He supervises the research activities in the Environmental Dust Wind Tunnel at KU Leuven since 1982.

Mike Bergin
Duke University

The influence of deposited particles on the transmittance of solar energy to PV panels depends on chemical and physical properties that determine light scattering and absorption properties. These factors can vary greatly depending on the sources of particulate matter, PM, responsible for deposition in a given region. In theory the decrease in transmittance to solar PV's per unit deposited mass can vary by a factor of 5-10 depending on the sources of PM, with dust being less effective than pollution particles at attenuating solar energy. Although it should be pointed out that there are few field based studies verifying this point. With this in mind I will discuss the theme of particle size related soiling loss both theoretically and based on recent field measurements we have made in India, where soiling by both dust and pollution occur. I will also touch on the need for more comprehensive predictive approaches to estimate source-specific soiling losses not only to estimate energy production, but also to develop optimal cleaning strategies.

 

Mike Bergin

Mike Bergin is a professor in the School of Civil and Environmental Engineering at Duke University. His general research focus is on the influence of air pollution on both climate and human health, and specifically particulate matter. He has done a wide range of studies on the emission, formation, deposition and impacts of PM and is particularly interested in how PM impacts climate. More recently, he has been studying the influence of PM on human health and is also involved in developing and deploying the next generation of air quality sensors to inform citizens on the quality of the air they breathe. He has received several awards for his work including the Presidential Early Career Award for Scientists and Engineers (PECASE), the highest award given to young scientists and engineers in the US.

Description:New Developments in Soiling Sensors and Coatings


Speakers


Michael Gostein
Chief Technical Officer, Atonometrics, Inc., Austin, Texas

We discuss the principles and evaluation of a new all-optical soiling sensor concept developed by Atonometrics – the Mars Soiling Sensor™ – conceived as a solution for water-free, maintenance-free measurement of soiling loss. Traditional soiling sensors compare the output of a naturally soiled reference cell or module to a routinely cleaned reference, requiring water, labor, and/or automated equipment. In contrast, the Mars™ concept uses an internal microscopic imaging camera to detect the deposition of dust particles on a sensor window, coupled with image analysis that accurately determines the transmission loss due to soiling, regardless of dust type or color.

 

Dr. Michael Gostein

Dr. Michael Gostein is Chief Technical Officer of Atonometrics, Inc., based in Austin, Texas. Atonometrics develops test and measurement equipment for the PV industry and is a world leader in the supply of PV system soiling measurement instrumentation. Dr. Gostein has published numerous articles on test and measurement topics, including soiling measurement and PV instrumentation, and has been issued 7 patents. Prior to joining Atonometrics, he was Chief Technologist at Philips Advanced Metrology Systems, a business unit of Philips supplying optical measurement instrumentation to the semiconductor industry. Dr. Gostein received a Ph.D. in Physics from the University of Texas at Austin and a B.S. in Physics from the Massachusetts Institute of Technology.

Alan Lyons
City University of New York & ARL Designs LLC

Soiling of solar cover glass is a significant challenge that increases the LCOE of solar energy through loss of electrical output and/or increased O&M costs. Coatings can reduce adhesion of dust to glass and so reduce cleaning costs, but the use of water is required to fully restore electrical output. Since water for cleaning is expensive, especially in many arid regions, we are developing coatings that can harvest sufficient dew to self-clean the glass. The hybrid coating consists of hydrophilic regions, which promote nucleation and growth of dew droplets, surrounded by a hydrophobic coating that reduces dust adhesion and promotes dew droplet slide-off. Initial results and mechanisms will be described.

 

Alan Lyons

Alan Lyons received a B.Sc. (hons) degree in chemistry from Brown University and M.S. and Ph.D. degrees in polymer chemistry from Polytechnic University (now NYU-Tandon). After university, he was a Distinguished Member of Technical Staff with the research division of Bell Laboratories (formerly part of AT&T) and a founding member of Bell Labs Ireland. He joined the College of Staten Island and the Graduate Center of the City University of New York, as a Professor in the Department of Chemistry in 2008. His work is focused on developing multi-functional materials with novel wetting and catalytic properties. He has authored over 45 publications in archival journals as well as 38 issued patents. He is also a co-founder and CTO of ARL Designs LLC, a small business that develops advanced coatings for glass and metal substrates.

Description:This month we will explore how the experience of coating durability in architectural glazing and soiling, more generally, in CSP systems can inform efforts in the PV industry.


Speakers


David Strickler
Thin Film Technology at the NSG North America Technical Center

Coated glass products for architectural applications need to maintain optical and thermal performance as well as good aesthetics for the expected 20 – 30 year lifetime of the window. Anti-reflective or anti-soiling coatings can be used on the outer surface of insulated glazing units, typically the most demanding application for coated glass in buildings. In this presentation, the EN1096-2 test methods for evaluating the durability of exposed coatings will be reviewed. In addition, the EN1096-5 test for self-cleaning coatings will be discussed.

 

David Strickler

Dr. David Strickler is the Manager of Thin Film Technology at the NSG North America Technical Center. His current responsibilities include development of new coated glass products which utilize NSG's proprietary atmospheric pressure chemical vapor deposition manufacturing process. This CVD technology is currently used to produce transparent conductive oxide coatings for thin film photovoltaic modules and heated glass doors for refrigerated display cases as well as low emissivity, solar control, anti-reflective, and anti-soiling coatings for buildings. During his 29 year career at NSG (formerly Pilkington, formerly Libbey-Owens-Ford), Dr. Strickler has also worked on projects related to electrochromic devices, sputtering technology, and novel interlayers for glass lamination. Dr. Strickler has a B.A. in Chemistry & Mathematics from Grinnell College (Grinnell, IA) and a Ph.D. in Physical Chemistry from Harvard University.

Fabian Wolfertstetter
The German Aerospace Center (DLR)

This second installment of a two-part presentation will describe the CSP soiling model developed at DLR that could be applied to PV soiling rates as well. It derives soiling rates from other weather parameter measurements like particulate concentration, wind, relative humidity and others. It is based on deposition mechanisms as used in atmospheric dust transport models such as the NMMB-MONARCH run at the Barcelona Supercomputing Center. The goal is to couple the model to dust transport models in order to produce soiling forecasts and soiling maps for solar technologies.

 

Fabian Wolfertstetter

Fabian Wolfertstetter received his Diploma in Physics with a specialization in Biophysics from the University of Munich in 2010. He started his PhD on the topic of the effects of soiling on concentrating solar power plants at DLR's offices located in CIEMAT's Plataforma Solar de Almeria in southern Spain in 2011. After receiving his PhD from the University of Aachen in 2016, he continued working at DLR as a researcher and project manager. His main fields of research are water saving in CSP plants, especially regarding soiling and cleaning of mirrors. Other interests include ground based meteorological measurements, data management, solar resource assessment and yield analysis, optical effects of particles on solar surfaces. Fabian lives with his family in two off-grid yurts in an orange grove in Almería and runs an outdoor kindergarten with a modern educational concept.

Description: this month's PVQAT Soiling Group webinar will provide an update on state-of-the-art outdoor soiling testing, and provide the first of a 2-part comparision of soiling in PV and CSP systems.


Speakers


Ben Figgis
Qatar Environment & Energy Research Institute

Measuring soiling in the field usually involves exposing collectors for days or weeks, which obscures the effects of constantly-changing weather conditions. To overcome this, an "outdoor soiling microscope" was developed which could measure deposition and removal of dust particles every few minutes. In field experiments in Qatar, this technique found that dust flux rates were dominated by wind speed, whereas relative humidity and particulate concentration had relatively less influence. The microscope could also observe condensation at fine scale, which showed that hygroscopic dust content allowed microscopic droplets to form even on hydrophobic surfaces well above the dew point.

 

Ben Figgis

Ben Figgis is a Research Program Manager at the Qatar Environment & Energy Research Institute, part of Hamad bin Khalifa University in Qatar. He manages the Solar Test Facility, a 35,000 m2 outdoor test site for PV and solar thermal technologies, and his research focus is on PV soiling. Ben helped establish and operate the STF from 2009 to 2014 with Chevron Qatar, and for the preceding five years was involved in setting up the Qatar Science & Technology Park. He has B.Eng and B.Sc degrees from the University of Western Australian, M.Eng from the Royal Melbourne Institute of Technology, and a PhD in mechanical engineering from the University of Strasbourg.

Fabian Wolfertstetter
The German Aerospace Center (DLR)

The efficiency of concentrating solar thermal power plants is affected 8-12 times more by same levels of soiling compared to PV panels because CSP only harvests the direct component of solar radiation. Therefore, soiling research has a long history in CSP. CSP soiling is nevertheless connected to PV soiling as its evolution over time is similar for same sites. This talk will give an overview of the CSP technology, the status and history of CSP soiling research, and a link between CSP and PV soiling rates using an optical model.

 

Fabian Wolfertstetter

Fabian Wolfertstetter received his Diploma in Physics with a specialization in Biophysics from the University of Munich in 2010. He started his PhD on the topic of the effects of soiling on concentrating solar power plants at DLR's offices located in CIEMAT's Plataforma Solar de Almeria in southern Spain in 2011. After receiving his PhD from the University of Aachen in 2016, he continued working at DLR as a researcher and project manager. His main fields of research are water saving in CSP plants, especially regarding soiling and cleaning of mirrors. Other interests include ground based meteorological measurements, data management, solar resource assessment and yield analysis, optical effects of particles on solar surfaces. Fabian lives with his family in two off-grid yurts in an orange grove in Almería and runs an outdoor kindergarten with a modern educational concept.

Description: Laboratory testing, in contrast to field studies, is faster, more replicable, and able to simulate a wide variety of field conditions. This month's webinar will focus on the evolving methods and equipment for effective evaluation of soiling performance.


Speakers


Klemens Ilse
Fraunhofer Center for Silicon-Photovoltaics, Halle, Germany

For fast and reproducible testing of the anti-soiling properties of coated glasses, an advanced laboratory soiling test setup has been developed. The setup includes the control of environmental parameters such as relative humidity, temperature, wind speed, dust type and dust concentration. The applied method and apparatus are currently used as basis for the development of a VDI soiling test standard and will be presented in detail including an evaluation of important influencing factors of soiling. Furthermore, experimental results will be shown for bare glass, Anti-Reflective Coatings (ARC) and ASC using dust which settled on PV modules located in China. For the determination of soiling losses, light microscopy and light transmittance measurements are performed. Compared to reference samples, a significant reduction of accumulated dust is shown for the tested ASC, both directly after dust deposition and after a subsequent simulated natural cleaning by wind blowing..

 

Klemens Ilse

Klemens Ilse works as a scientific researcher at the Fraunhofer Center for Silicon-Photovoltaics, Halle, Germany and at the Anhalt University of Applied Sciences. He earned Bachelor and Master Degrees of Science in Physics from Martin Luther University Halle-Wittenberg. During his studies, he specialized in photovoltaics and material characterization at the micro- and nano-scale as well as thin film deposition methods. In 2015, he started his Ph.D. with topical focus on dust deposition and soiling mechanisms on PV modules. His research interest includes adhesion mechanisms of dust particles, development of effective Anti-Soiling-Coatings as well as lab modelling of desert environments.

GovindaSamy (Mani) TamizhMani
Arizona State University (ASU)

An indoor soil deposition method has been developed to simulate natural soil deposition on glass coupons, one-cell PV modules or multi-cell PV modules. This method uses variable ambient humidity, coupon/module temperature, and dust composition within a single custom-made chamber to create a natural and uniform soil deposition layer. Anti-soiling coatings from two different manufacturers were applied on two one-cell mono-crystalline silicon modules. Three layers of Arizona road dust have been deposited on the one-cell modules with anti-soiling coatings and an uncoated one-cell reference module at varied humidity levels. The soiled modules were exposed to an open-circuit sub-sonic wind tunnel at varying speeds and the effectiveness of anti-soiling coatings have been quantified using the transmittance gain. Reflectance resulting from the anti-soiling coating has been measured and compared with the reflectance of the uncoated reference module. Reflectance measurements have also been taken to compare the behavior of Arizona road dust and soil collected from PV modules' superstrates. The soiled one-cell modules were then exposed to rain from a rain simulator. The transmittance gain due to rain exposure is quantified using rain gain and rain coefficient. These tests cumulatively may be used to help developing a test standard for evaluating the effectiveness of anti-soiling coatings.

 

GovindaSamy (Mani) TamizhMani

Dr. GovindaSamy TamizhMani (Mani) is the director of Photovoltaic Reliability Laboratory (PRL) at Arizona State University. He has been working on solar photovoltaics, fuel cells and batteries over 37 years. He was the former director of ASU-PTL and president of TUV Rheinland PTL. ASU-PRL was created in late 2008 to test and predict climate-specific lifetime of PV modules through climate-specific accelerated testing, outdoor field evaluation, device testing, material testing, physical modeling and statistical modeling. He has more than 20 years of PV certification testing experience and published more than 150 papers in journals and conferences. He spearheaded the creation of "Alternative Energy Technology" program at ASU and was the recipient of "Top 5% Teaching Award in 2016-2017" from the Fulton Schools of Engineering at Arizona State University. He has been involved in the development of national and international standards over 20 years.

Description:May's webinar focused on soiling as an optical effect. What are the relationships between the physical morphology of soiling and the resulting loss? This is a fundamental question that this month's speakers addressed with both measurements and models.


Speakers


Thomas A. Germer
Sensor Science Division, National Institute of Standards and Technology, Gaithersburg, Maryland

Roughness, particles, and subsurface features all contribute to diffuse light scatter from surfaces. This presentation will give an overview of the modeling capabilities that we have for estimating the contributions from these different sources. Focus will be given to a recently developed model for scattering by soiling and its validation.

 

Thomas A. Germer

Thomas A. Germer received a B.A. in physics from the University of California, Berkeley and a M.S. and a PhD. in physics from Cornell University. He came to NIST as a postdoc in 1992 and was later hired as a staff member. His research interests include light scattering from surfaces, grating scatterometry, ellipsometry, and polarimetry. He has published over 100 articles, edited a text on spectrophotometry, been granted two patents, presented short courses, and is the developer of a library of scattering software codes. He is a fellow of the SPIE. https://www.nist.gov/people/thomas-germer

Greg P. Smestad
Sol Ideas Technology Development, San José, California

This presentation reports on an international effort that studies where PV soiling losses are occurring within the transmitted solar spectrum. This can be used to inform effective mitigation (e.g., anti-soiling coatings and cleaning strategies) for a particular location. Characterization of glass coupons yielded insights about transmittance, particle distribution density and common parameters at sites world-wide. The data were fit to empirical equations related to the Ångström exponent coefficient of aerosol extinction and the IEST-STD-CC1246 cleanliness standard.

 

Greg P. Smestad

Greg P. Smestad received his Ph.D. in Physical Chemistry from the Swiss Federal Institute of Technology (EPFL) on the topic of the thermodynamic limits of quantum solar energy conversion. He received his Masters degree in Materials Science and Engineering from Stanford University, and his B.S. in Biology from the University of Santa Clara in California. He works in the area of optoelectronics and materials related to solar energy conversion and is the owner of the consulting firm, Sol Ideas Technology Development in San José, California. From 1990 to 2016, he served as Associate Editor for Solar Energy Materials and Solar Cells.

Description: April's webinar focused on large-scale atmospheric modeling of aerosols and dust transport phenomena, which enable both forecasting of dust events and long-term statistics of aerosols and surface dust.


Speakers


Carlos Pérez García-Pando
Barcelona Supercomputer Center (BSC)

In the last years, the development of global and regional dust forecasts has intensified because of their potential to mitigate impacts upon transportation, energy production, health and agriculture. In addition, operational weather services have started to recognize the importance of representing dust in models to reduce systematic temperature biases. In this presentation Carlos will overview the current capabilities for dust prediction and he will discuss the ongoing challenges and perspectives in the field of dust modeling.

Dr. Carlos Pérez García-Pando

Dr. Carlos Pérez García-Pando joined the Barcelona Supercomputer Center (BSC) in October 2016 as Head of the Atmospheric Composition Group. His research focuses on understanding the physical and chemical processes controlling atmospheric aerosols, and evaluating their effects upon climate, ocean biogeochemistry, air quality and health.Prior to joining the BSC, he held positions at the National Oceanic and Atmospheric Administration (NOAA/NCEP), the International Research Institute for Climate and Society at Columbia University (IRI), the Department of Applied Physics and Applied Mathematics at Columbia University and the NASA Goddard Institute for Space studies (NASA GISS). For more details, see https://www.bsc.es/perez-garcia-pando-carlos

Dr. Arlindo Da Silva
NASA/Goddard Space Flight Center

MERRA-2 is NASA's latest reanalysis for the satellite era (1980-present) using GEOS-5, NASA's earth system model and data assimilation system. This project focuses on historical analyses of the hydrological cycle on a broad range of weather and climate time scales, and includes interactive aerosols for the entire period. As a step towards an integrated Earth System Analysis (IESA), MERRA-2 includes for the first time aerosols in a reanalysis, improves the representation of stratospheric ozone, and better characterizes cryospheric processes. In this talk we will present a summary of our efforts to validate the MERRA-2 aerosols by comparison to independent in-situ measurements (PM2.5 concentrations, long term surface dust concentrations, Maritime Aerosol Network, airborne and ground based lidars, etc.).

 

Dr. Arlindo Da Silva

Dr. Arlindo Da Silva is a Research Meteorologist at the Global Modeling and Assimilation Office (GMAO, formerly DAO), NASA/Goddard Space Flight Center, where he has worked since 1994. Prior to joining the GMAO, Dr. da Silva held a faculty position at the University of Wisconsin-Milwaukee from 1990-1993, and was a Visiting Scientist at Princeton University/Geophysical Fluid Dynamics Laboratory from 1989-1990. For more details, see https://science.gsfc.nasa.gov/sed/bio/arlindo.m.dasilva

Description: Can we reduce the cost of soiling by coatings to prevent it from occurring? Or can we clean PV plants cost effectively using robots? March's presentations explored these two alternative and perhaps complementary approaches.


Speakers


Peter Tummers
DSM

With the ambition of becoming the preferred materials solution provider for high-efficiency solar PV modules, DSM has developed innovative breakthrough Anti-Soiling Coating, which boost the cost/performance ratio of solar energy systems.

Outdoor testing sites with different level of integration, testing protocols have been developed and put in place to validate and demonstrate the long-term performance of our material innovations.

Modules and PV covers glasses were exposed in a broad range of geographical locations and climatic conditions. Such testing allows for combinations of environmental stresses and pollution that are not achievable with accelerated testing in controlled environmental chambers. This approach requires setting-up of long-term testing accompanied with extensive materials characterization to understand and improve their properties.

This webinar covers key learnings from our experience with outdoor testing.

Overall, outdoor tests have proven to be challenging, but extremely valuable in generating insights for new product developments and for the validation of material performance.

 

Peter Tummers

Peter Tummers has been working in the fields of process analysis and applied statistics at DSM since 1987. He has been applying statistical methods mainly in the fields of analytical chemistry and statistical process control. Since 2016 he is strongly involved in the data-analysis of PV data, mainly to evaluate the outdoor performance of DSM's anti-reflective and anti-soiling coatings.

Geetanjali Patil Choori
Energy Guru

The webinar gives an overview of robotic cleaning systems around the world and it gives different parameters to consider prior to deployment of robotic cleaning and information on how to do cost benefit analysis for using robotic system, eg. SolarDuster will be explained. Also discusses same robots can be used for thermographic inspection.

 

Geetanjali Patil Choori

Geetanjali is CEO & Co-founder of Energy Guru. To create a positive impact on society, she has invented Large Aperture Parabolic trough concentrating solar thermal boiler for factories; SunVeg, Agri Solar Dryer using concentrating solar; and SolarDuster, Robotic Waterless cleaning and inspecting system for solar modules. She started Energy Guru in USA and now has a factory in India, where innovations take their shape. Geetanjali has solid experience in executing multi-million dollar initiatives in Fortune 500 companies in USA. She has done her bachelors in Electronics Engineering, Masters in Robotics and Industrial Drives, & General Management Program from Indian School of Business.

Description: Our understanding of soiling continues to improve as a result of improved instrumentation. In this webinar we heard from two speakers discussing soiling measurements in simulated and real environments.


Speakers


Dirk Goossens
KU Leuven

Wind tunnels are very useful tools to study wind patterns and wind loads around and on structures. In earth science they are also used to study aeolian sediment dynamics. In this presentation Dirk will illustrate how an environmental dust wind tunnel can be used to better understand, simulate, and tackle soiling on photovoltaic and thermal solar collectors.

 

Dirk Goossens

Dirk Goossens works at the Department of Electrical Engineering and the Department of Earth and Environmental Sciences at KU Leuven (Belgium). His research focuses on wind and atmospheric dust dynamics, with applications in earth science, human health and solar energy. He has held positions at KU Leuven, Wageningen University and Research Center (Netherlands); the University of Paris 12 (France), the University of Paris 7 (France), and the University of Nevada Las Vegas (USA). He supervises the research activities in the Environmental Dust Wind Tunnel at KU Leuven since 1982.

Dr. Marc Korevaar
Kipp & Zonen B.V.

Soiling of PV modules has a large impact on the performance in many environments. Cost effective soiling measurements within a solar plant can give reliable insights into the soiling behavior over the whole production area, allowing for an optimal cleaning schedule. With the DustIQ, Kipp & Zonen presents a novel system for measuring the soiling on PV plants. Using optical soiling monitoring technology, the DustIQ measures the soiling without the need for manual daily cleaning, with no moving parts and no need for water.

 

Dr. Marc Korevaar

Dr. Marc Korevaar works as a scientist in the research department at Kipp & Zonen. He attained his PhD in physics working with scintillation detectors at the Technical University Delft, and has 10 years of experience in (optical) detector physics. Since 2013 he has worked in the field of solar radiometry at Kipp & Zonen, leading manufacturer of measurement instruments for meteorology and solar energy.

Description: The most obvious means to mitigate the effects of dust is to periodically clean PV systems. Automated cleaning systems have the potential to make cleaning very affordable and enable PV plants in very dusty environments to operate with negligible soiling loss. In this webinar we heard from two entrepreneurs seeking to make autonomous cleaning the winning solution for maximizing performance in dusty locales.


Speakers

Georg Eitelhuber
NOMADD Desert Solar Solutions PTE. LTD

Cleaning robots are now making their presence felt. But how effective are they? What risks do they pose to panel health, coatings and the LCOE of the plant over 20 years of cleaning? How could we systematically measure these things quickly and accurately? To date, no battery of tests has been developed, or even fully articulated. Yet the uptake of robots proceeds apace. This talk will identify the key metrics that define robot risk. It will then offer several innovative tests that could measure these metrics in a way that is valid, repeatable and FAST.

 

Georg Eitelhuber

Georg Eitelhuber (B.Eng, MSci. RE, GradDipEd) is an innovation design expert. His industrial design experience and out-of-the-box thinking developed the patented NOMADD solar cleaning system. NOMADD stands for NO water Mechanical Automated Dusting Device. It was developed over 5 years at King Abdiullah University of Science and Technology, Saudi Arabia, where Georg resides as NOMADD's CTO. NOMADD won the 2014 MESIA Solar technology of the Year, and is being scaled to meet the cleaning needs of the exploding solar industry.

Ricard Pardell
CEO, Cleandrone, S.L.

As solar facilities become larger and larger, with projects above 100 MW becoming mainstream, asset management becomes increasingly challenging for operators. On the PV market, drones for inspection of PV farms enable operators to gather intelligence on a much faster and consistent way than previous walk through practices. Now Cleandrone is developing new systems in order to extend this functionality into new areas: solar panel and heliostat cleaning.

 

Ricard Pardell is an experienced technology entrepreneur and former software executive. He currently holds CEO and CTO roles in Cleandrone, leading the company's commercial and technology development. He has 30 years of experience in the IT industry, including roles as Business Unit Leader at Atos Origin and Country Manager at Aspective. Ricard holds 7 patents to his name. He was CEO and CTO of a concentrating solar PV company, Sol3g, which was sold to Abengoa (NASDAQ: ABGB) in 2010. He is Chairman of Valldoreix Greenpower, a renewable energy technology incubator. He studied economics in the University of Barcelona.



Description: In this webinar, we will examine soiling from two perspectives, from the smallest particles to the prediction of soiling losses. An expert from the United States Geological Survey will discuss analytical techniques for determining the composition and properties of mineral dust. We will then hear a presentation on PV soiling loss analysis for innovative electrodynamic shields that was planned for the Dubai workshop but not given due to logistical issues.


Speakers


Heather Lowers
United States Geological Survey (USGS)

The USGS has responded to several natural and man-made disasters to provide unbiased scientific data to regulatory and land management agencies. The circumstances usually require nonstandard methods to fully characterize the material and how it may interact with the environment and human health. I will discuss the pros and cons of the multiple techniques used, including scanning electron microscopy, x-ray diffraction, inductively coupled plasma mass spectroscopy, grain size analyzer, etc., to determine chemical composition, structural information, and particle size of the particulate matter.

 

Heather Lowers

Heather Lowers (BS Geology, Mount Union College; MS Geochemistry, Colorado School of Mines) is currently Director of the Denver Microbeam Laboratory, an analytical facility operated by the USGS Mineral Resources Program, where she specializes in microanalysis of rocks, minerals, and other materials from a wide variety of applications. Research projects include WTC dust characterization, asbestos research, analysis of mine waste and biosolids, NASA's lunar simulant, mineral particle lung bioassays, and assessments of potential rare earth elements ore deposits. While most of her research supports the USGS Energy and Minerals Mission area, her knowledge of microanalysis and electron beam based instruments and software have led to collaborations with researchers in other federal and state agencies such as US EPA, EPA National Enforcement Investigations Center, Center for Disease Control, Mine Safety and Health Administration, US Public Health Service, FEMA, US Department of Justice, NASA, US Air Force, US Army, US Department of State, Port Authority of New York and New Jersey, State of California, and the State of Colorado.

Dr. Bing Guo
Texas A&M University at Qatar

Dr. Bing Guo is an Assistant Professor of Mechanical Engineering at Texas A&M University at Qatar. His research currently focuses on soiling due to dust accumulation and its mitigation. Dr. Guo's other research interests involve machine learning, aerosol formation in reacting flows, nanomaterial synthesis, health effects of nanoparticles, aerosol sampling, computational fluid dynamics of aerosol flows, and particulate air pollution. He also consults on stack sampling for the nuclear power industry. Dr. Guo has over 30 peer-reviewed journal publications and a number of conference papers. He teaches courses in thermodynamics, fluid mechanics, heating, ventilation and air conditioning, as well as research methods. Dr. Guo received his bachelor's, master's and doctoral degrees from Tsinghua University, China.

 

Dr. Bing Guo

Dr. Bing Guo is an Assistant Professor of Mechanical Engineering at Texas A&M University at Qatar. His research currently focuses on soiling due to dust accumulation and its mitigation. Dr. Guo's other research interests involve machine learning, aerosol formation in reacting flows, nanomaterial synthesis, health effects of nanoparticles, aerosol sampling, computational fluid dynamics of aerosol flows, and particulate air pollution. He also consults on stack sampling for the nuclear power industry. Dr. Guo has over 30 peer-reviewed journal publications and a number of conference papers. He teaches courses in thermodynamics, fluid mechanics, heating, ventilation and air conditioning, as well as research methods. Dr. Guo received his bachelor's, master's and doctoral degrees from Tsinghua University, China.

Description: The 14 November 2017 webinar covered the highlights from the 2017 International PV Soiling Workshop held in Dubai.


Speakers


Lin Simpson
National Renewable Energy Laboratory (NREL)

Lin Simpson, Researcher V-Material Science at NREL, will provide an overview of the workshop.

Karel De Winter
Alsa Solar Systems and Middle East Solar Industry Association (MESIA)

Karel De Winter, General Manager of Alsa Solar Systems and Middle East Solar Industry Association (MESIA), will give a presentation from the workshop and a soiling case study from the Middle East.

Description: Soiling has emerged as one of the key unsolved problems for PV performance, and good data is key to understanding the issues and opportunities. This webinar explored measurement issues and describe some commercial measurement systems available to the soiling research and PV plant operations communities.


Speakers


Ajay Singh & Matthew Perry
Campbell Scientific Inc., Logan, Utah

Dust accumulation studies are important to maximize the economic benefits of PV installations. Soiling is a complex phenomenon that depends on many factors that are tied to the climate of a local site, as well as activities near and around the site. One can model the economic effects of soiling, but these models need site-specific soiling rates. There are several methods to measure the soiling losses at a site. They vary in the complexity of implementation and the scope of measurement. The complexity of monitoring system designs may affect data availability. This presentation will discuss a simple system using ISC to measure affect of local soiling conditions on PV modules.

 

Ajay Singh

Ajay Singh, Ph.D. is an Application Scientist in the Renewable Energy Group at Campbell Scientific Inc, a renowned supplier of quality sensor and data logging equipment. CSI equipment is found in numerous commercial and research grade monitoring networks and PV installations. Dr. Singh received his Ph.D. in Experimental Plasma Physics and has spent two decades studying (and teaching about) the stability of magnetically-confined high temperature plasmas with the end goal of controlled nuclear fusion (as occurs within the sun). He also holds an MBA from Utah State University. He joined the renewable energy group at Campbell Scientific in June of 2015 and has been active in the field of PV soiling, having designed the PV soiling monitors that CSI offers.

Michael Gostein
Chief Technical Officer, Atonometrics, Inc., Austin, Texas

Measuring soiling losses in PV arrays has become increasingly important to PV system operations. Most soiling measurement systems compare the output of a naturally soiled PV device with that of a clean PV device to determine a soiling ratio. However, there are many ways to implement this concept, and deployed stations range in sophistication. For the engineer specifying such a system, there are many options to consider, including what types of PV devices the system will use, what electrical parameters to measure, and how to implement the routine washing of the clean device. Each of these questions has different answers depending on budget, site conditions, and objectives. In addition, after the equipment is installed, another challenge is understanding the proper analysis of the data. In this talk we give an overview of these key aspects of PV array soiling loss measurement, illustrated by examples from the field.

 

Michael Gostein

Michael Gostein, Ph.D., is Chief Technical Officer of Atonometrics, Inc., based in Austin, Texas. Atonometrics develops test and measurement equipment for the PV industry and is a world leader in the supply of PV system soiling measurement instrumentation, having shipped ~500 systems worldwide. Dr. Gostein has published numerous articles on soiling measurement, PV instrumentation, and other test and measurement topics and has been issued 6 patents. Previously he was Chief Technologist at Philips Advanced Metrology Systems, supplying optical measurement instrumentation to the semiconductor industry. Dr. Gostein received a Ph.D. in Physics from the University of Texas at Austin and a B.S. in Physics from the Massachusetts Institute of Technology.

Description: An extensive study by NREL has shown that PM concentration is well correlated with soiling loss. The webinar explored the potential for existing PM monitoring networks to improve soiling loss analysis and prediction.


Speakers


Leonardo Micheli
National Renewable Energy Laboratory (NREL)

Soiling is a result of complex mechanisms, determined by several site-specific factors. NREL has been analyzing multi-year data from different soiling stations installed in the USA. Among more than 100 local parameters investigated, the mean particulate matter (PM) concentrations have been found to be the best predictor of soiling, able to rank the different sites according to the severity of the losses. This presentation will give an overview of the relations between soiling and pollution data as well as describing the issues related to the PM data sourcing and processing. A brief update of NREL current progress in soiling loss modeling will also be provided. Leonardo Micheli has been working as a postdoc at NREL within the PV Performance and Reliability group since 2015. He is currently funded through a visiting fellowship granted by the Colorado School of Mines. Leonardo has a PhD in Renewable Energy, awarded in 2015 from the University of Exeter, in UK, with a thesis on concentrator photovoltaics. His research interests covers topics ranging from solar energy to heat transfer and micro-technologies. At NREL he has been working mainly on soiling models, investigating the correlations between environmental conditions and soiling and analyzing soiling station data.

 

Leonardo Micheli

Leonardo Micheli has been working as a postdoc at NREL within the PV Performance and Reliability group since 2015. He is currently funded through a visiting fellowship granted by the Colorado School of Mines. Leonardo has a PhD in Renewable Energy, awarded in 2015 from the University of Exeter, in UK, with a thesis on concentrator photovoltaics. His research interests covers topics ranging from solar energy to heat transfer and micro-technologies. At NREL he has been working mainly on soiling models, investigating the correlations between environmental conditions and soiling and analyzing soiling station data.

Tim Hanley
Environmental Protection Agency (EPA)

The EPA and its partners at state, local, and tribal monitoring agencies manage and operate the nations' ambient air monitoring networks. The EPA provides minimum monitoring requirements for criteria pollutants and related monitoring (e.g., the Chemical Speciation Network (CSN)) including identification of a Federal Reference method (FRM) for criteria pollutants and guidance documents to support implementation and operation of the networks. Monitoring agencies carry out and perform ambient air monitoring in accordance with the EPA's requirements and guidance as well as often meeting their own state monitoring needs that may go beyond the minimum federal requirements. This partnership results in a nationally consistent ambient air monitoring program that support multiple objectives of the data. These objectives include: (1) determining compliance with the NAAQS; (2) characterizing air quality status, including providing the public with timely reports and forecasts of the Air Quality Index (AQI); (3) supporting air quality analyses used to conduct assessments of exposure, health risks, and welfare effects; (4) developing and evaluating emissions control strategies; and (5) measuring trends and overall progress for the air pollution control program. Data from the ambient air monitoring networks are available from two national databases. The AirNow database provides data used in public reporting and forecasting of the AQI, while the Air Quality System (AQS) database is the EPA's long-term repository of ambient air monitoring data.

The EPA and states currently operate robust national networks for both PM10 and PM2.5, as these are the two measurement programs directly supporting NAAQS. PM10 measurements are based on gravimetric mass, while PM2.5 measurements include gravimetric mass and chemical speciation. A smaller network of stations is operating and reporting data for PM10-2.5 gravimetric mass and a small number of monitors are operated to support special projects, including pilot studies, for continuous speciation and particle count data.

 

Tim Hanley

Tim Hanley is a Lead Physical Scientist with the U.S. EPA’s Office of Air Quality Planning and Standards in Research Triangle Park North Carolina.  In 1989 Tim started his career in pollution measurements working on clean coal technology development at the Kintigh Generating Station in Sumerset NY.  After four years of working on projects sponsored by the Electric Power Research Institute and two more working on various fossil fuel projects around the country, Tim returned to school and in 1997 earned a Masters degree in Environmental Management.  After graduate school, Tim joined the EPA where he was part of the team implementing the nation’s PM2.5 monitoring program.  Today he is primarily responsible for managing the NCore multi-pollutant and PM ambient air monitoring programs.  In this capacity he works with city, State, and tribal monitoring agencies; internal and external researchers in both atmospheric and health sciences; policy makers; and instrument manufacturers to advance and deliver ambient air monitoring data for public reporting, science, and regulatory decision making.


To learn how to join the PVQAT webinars, check out the PVQAT website.



Send email to Sol Ideas