Soiling of solar collectors – Modelling approaches for airborne dust and its interactions with surfaces

This literature review deals with the well-known problem of soiling in solar plants, which it severely affects the energy yield of solar power plants. A loss of reflectivity due to soiling reduces the entire productivity of the plant by limiting the energy harvested (i.e. the incoming direct normal irradiance is not properly reflected towards the right focus). On the other hand, the costs of maintenance and cleaning of the collectors represent a significant component of the plant operational costs. Therefore, in this paper, a multi-disciplinary literature review is conducted with the aim of collecting existing models for the key processes, organising them into a ‘dust life cycle’. This cycle is divided into four steps: Generation, Deposition, Adhesion, and Removal; with emphasis on the interaction between dust particles and solar collectors’ surfaces. Generation deals with the loading of atmosphere with dust particles, deposition concerns the processes that actually bring airborne dust onto the collectors’ surface, adhesion and removal represent the competing forces whose balance determine which particles remains adherent on the collectors and which are detached. The intent is to provide a complete framework for the development of a future physical model for the prediction and estimation of the actual soiling of the solar collectors, which engineers can implement in order to maximize the revenues of CSP plant, pushing towards more clean and sustainable energy production technologies.

[1]  C. Zender,et al.  Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology , 2003 .

[2]  J. Seinfeld,et al.  Atmospheric Chemistry and Physics: From Air Pollution to Climate Change , 1997 .

[3]  E. Bichoutskaia,et al.  Electrostatic force between a charged sphere and a planar surface: a general solution for dielectric materials. , 2014, The Journal of chemical physics.

[4]  Jesús Fernández-Reche,et al.  Reflectance measurement in solar tower heliostats fields , 2006 .

[5]  S. Friedlander Smoke, Dust, and Haze: Fundamentals of Aerosol Dynamics , 2000 .

[6]  R. Brach,et al.  Microparticle detachment from surfaces exposed to turbulent air flow: microparticle motion after detachment , 2004 .

[7]  R. Brach,et al.  Microparticle detachment from surfaces exposed to turbulent air flow: controlled experiments and modeling , 2003 .

[8]  R. M. Bethea,et al.  Dust Storm Simulation for Accelerated Life Testing of Solar Collector Mirrors , 1983 .

[9]  Michael Gostein,et al.  Measuring soiling losses at utility-scale PV power plants , 2014, 2014 IEEE 40th Photovoltaic Specialist Conference (PVSC).

[10]  K. W. Nicholson Wind tunnel experiments on the resuspension of particulate material , 1993 .

[11]  H. C. Hamaker The London—van der Waals attraction between spherical particles , 1937 .

[12]  Gregory J. Kolb,et al.  Final Report on the Operation and Maintenance Improvement Program for Concentrating Solar Power Plants , 1999 .

[13]  K. Ip,et al.  Dust effect on flat surfaces – A review paper , 2014 .

[14]  Xudong Xiao,et al.  Investigation of Humidity-Dependent Capillary Force , 2000 .

[15]  Maria Kapsali,et al.  Simulating the dust effect on the energy performance of photovoltaic generators based on experimenta , 2011 .

[16]  Vincent-Henri Peuch,et al.  Parameterization of size-dependent particle dry deposition velocities for global modeling , 2004 .

[17]  Gregory J. Kolb,et al.  Heliostat Cost Reduction. , 2007 .

[18]  Bodo Littmann,et al.  Direct monitoring of energy lost due to soiling on first solar modules in California , 2012, 2012 IEEE 38th Photovoltaic Specialists Conference (PVSC) PART 2.

[19]  M CORN,et al.  The adhesion of solid particles to solid surfaces. I. A review. , 1961, Journal of the Air Pollution Control Association.

[20]  Edward F. Cuddihy,et al.  Theoretical considerations of soil retention , 1980 .

[21]  R. Brach,et al.  Microparticle detachment from surfaces exposed to turbulent air flow: Effects of flow and particle deposition characteristics , 2004 .

[22]  J. P. Gupta,et al.  Effect of dust on transmittance of glazing materials for solar collectors under arid zone conditions of India , 1990 .

[23]  K. Fang,et al.  Development of a dry deposition model for atmospheric coarse particles , 1989 .

[24]  G. A. Mastekbayeva,et al.  Effect of dust on the transmittance of low density polyethylene glazing in a tropical climate , 2000 .

[25]  L. Gomes,et al.  A comparison of characteristics of aerosol from dust storms in central Asia with soil-derived dust from other regions , 1993 .

[26]  H. Pollock,et al.  Adhesion Forces between Glass and Silicon Surfaces in Air Studied by AFM: Effects of Relative Humidity, Particle Size, Roughness, and Surface Treatment , 2002 .

[27]  J. Kok,et al.  The physics of wind-blown sand and dust , 2012, Reports on progress in physics. Physical Society.

[28]  Sir William Thomson F.R.S. LX. On the equilibrium of vapour at a curved surface of liquid , 1871 .

[29]  A. Molki,et al.  Dust affects solar-cell efficiency , 2010 .

[30]  A. Hegazy Effect of dust accumulation on solar transmittance through glass covers of plate-type collectors , 2001 .

[31]  Craig Turchi,et al.  Line-Focus Solar Power Plant Cost Reduction Plan (Milestone Report) , 2010 .

[32]  Rohit Pillai,et al.  Impact of dust on solar photovoltaic (PV) performance: Research status, challenges and recommendations , 2010 .

[33]  C. Cetinkaya,et al.  Characterization of Single Particle Adhesion: A Review of Recent Progress , 2015 .

[34]  J. Israelachvili Intermolecular and surface forces , 1985 .

[35]  T. Holsen,et al.  Dry deposition of atmospheric particles: application of current models to ambient data , 1992 .

[36]  J Katainen,et al.  Adhesion as an interplay between particle size and surface roughness. , 2006, Journal of colloid and interface science.

[37]  A. Sayyah,et al.  Energy yield loss caused by dust deposition on photovoltaic panels , 2014 .

[38]  Singh,et al.  Adhesion between Nanoscale Rough Surfaces. , 2000, Journal of colloid and interface science.

[39]  W. Slinn,et al.  Predictions for particle deposition on natural waters , 1980 .

[40]  Hans-Jürgen Butt,et al.  Normal capillary forces. , 2009, Advances in colloid and interface science.

[41]  Y. Shao A model for mineral dust emission , 2001 .

[42]  Kenneth Ip,et al.  Preliminary Study of Environmental Solid Particles on Solar Flat Surfaces in the UK , 2013 .

[43]  Adam S. Foster,et al.  Towards an accurate description of the capillary force in nanoparticle-surface interactions , 2005 .

[44]  K. Kendall,et al.  Surface energy and the contact of elastic solids , 1971, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[45]  G. Sehmel Particle eddy diffusivities and deposition velocities for isothermal flow and smooth surfaces , 1973 .

[46]  S. Beaudoin,et al.  Scaling of van der Waals and Electrostatic Adhesion Interactions from the Micro- to the Nano-Scale , 2008 .

[47]  Ennio Macchi,et al.  CO2 capture in integrated gasification combined cycle with SEWGS – Part A: Thermodynamic performances , 2013 .

[48]  Reifenberger,et al.  Identification of electrostatic and van der Waals interaction forces between a micrometer-size sphere and a flat substrate. , 1996, Physical review. B, Condensed matter.

[49]  F. Giorgi Dry deposition velocities of atmospheric aerosols as inferred by applying a particle dry deposition parameterization to a general circulation model , 1988 .

[50]  S. Biryukov,et al.  Degradation of optical properties of solar collectors due to the ambient dust deposition as a function of particle size , 1996 .

[51]  Ennio Macchi,et al.  CO2 capture in natural gas combined cycle with SEWGS. Part A: Thermodynamic performances , 2013 .

[52]  R. E. Falco,et al.  Coherent motions in the outer region of turbulent boundary layers , 1977 .

[53]  A. al-Ḥasan A new correlation for direct beam solar radiation received by photovoltaic panel with sand dust accumulated on its surface , 1998 .

[54]  Lennart Bergström,et al.  Hamaker constants of inorganic materials , 1997 .

[55]  Yaping Shao,et al.  A new model for dust emission by saltation bombardment , 1999 .

[56]  W. Slinn,et al.  Predictions for particle deposition to vegetative canopies , 1982 .

[57]  David Faiman,et al.  AN OPTICAL SYSTEM FOR THE QUANTITATIVE STUDY OF PARTICULATE CONTAMINATION ON SOLAR COLLECTOR SURFACES , 1999 .

[58]  G. Kallos,et al.  A model for prediction of desert dust cycle in the atmosphere , 2001 .

[59]  Elena Bichoutskaia,et al.  Electrostatic analysis of the interactions between charged particles of dielectric materials. , 2010, The Journal of chemical physics.

[60]  J. Israelachvili,et al.  Experimental studies on the applicability of the Kelvin equation to highly curved concave menisci , 1981 .

[61]  Image charges in spherical geometry: Application to colloidal systems , 2002, cond-mat/0204550.

[62]  David Tabor,et al.  Adhesion of solids and the effect of surface films , 1950, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[63]  Lawrence L. Kazmerski,et al.  A comprehensive review of the impact of dust on the use of solar energy: History, investigations, results, literature, and mitigation approaches , 2013 .

[64]  R. Colton,et al.  Attractive Forces Between Micron-Sized Particles: A Patch Charge Model , 1995 .

[65]  J H Vincent,et al.  Measurements of electric charge for workplace aerosols. , 1985, The Annals of occupational hygiene.

[66]  K. W. Nicholson A review of particle resuspension , 1988 .

[67]  R. Reifenberger,et al.  The Interaction between Micrometer-size Particles and Flat Substrates: A Quantitative Study of Jump-to-Contact , 1998 .

[68]  M. S. El-Shobokshy,et al.  Effect of dust with different physical properties on the performance of photovoltaic cells , 1993 .

[69]  G. Ahmadi,et al.  Bumpy Particle Adhesion and Removal in Turbulent Flows Including Electrostatic and Capillary Forces , 2007 .

[70]  Y. Shao,et al.  A simple expression for wind erosion threshold friction velocity , 2000 .

[71]  M. M. Beheary,et al.  Effect of dust on the transparent cover of solar collectors , 2006 .

[72]  Y. Shao Physics and Modelling of Wind Erosion , 2001 .

[73]  Ennio Macchi,et al.  CO2 capture in natural gas combined cycle with SEWGS. Part B: Economic assessment , 2013 .

[74]  B. R. White,et al.  Saltation threshold on Earth, Mars and Venus , 1982 .

[75]  E. P. Roth,et al.  The Effect of Natural Soiling and Cleaning on the Size Distribution of Particles Deposited on Glass Mirrors , 1980 .

[76]  G. I. Barenblatt,et al.  Evolution of a turbulent burst , 1987 .

[77]  R. Brach,et al.  Surface roughness effects onmicroparticle adhesion , 2002 .

[78]  Slobodan Nickovic,et al.  A Model for Long-Range Transport of Desert Dust , 1996 .

[79]  D. Goossens,et al.  Aeolian dust deposition on photovoltaic solar cells: the effects of wind velocity and airborne dust concentration on cell performance , 1999 .

[80]  Matthias Finkenrath,et al.  Cost and Performance of Carbon Dioxide Capture from Power Generation , 2011 .

[81]  Kevin P. Galvin,et al.  A conceptually simple derivation of the Kelvin equation (short communication) , 2005 .

[82]  Syed A.M. Said,et al.  Effects of dust accumulation on performances of thermal and photovoltaic flat-plate collectors , 1990 .

[83]  Ali Ata,et al.  Adhesion between nanoscale rough surfaces. II. Measurement and comparison with theory , 2000 .

[84]  G. Ahmadi Mechanics of Particle Adhesion and Removal , 2015 .

[85]  Ronald Greeley,et al.  Wind as a Geological Process: On Earth, Mars, Venus and Titan , 1985 .

[86]  G. Ahmadi,et al.  Detachment of rough particles with electrostatic attraction from surfaces in turbulent flows , 1999 .

[87]  Hideo Yamamoto,et al.  The Electrostatic Force Between a Charged Dielectric Particle and a Conducting Plane , 1997 .

[88]  Raupach,et al.  A model for predicting aeolian sand drift and dust entrainment on scales from paddock to region , 1996 .