Solar energy is the raw material and main source for several applications of renewable energy systems; thus, knowledge about the intensity of solar irradiation is essential for efficiency of these systems. Electric energy sources capable of meeting the growing demands of society with minimal impacts to the environment and high efficiency have been object of research in the last decade. In this context, the conversion of sunlight into electricity through photovoltaic cells has become one of the most encouraged and used resources in the world. However, the most unpredictable factor, which hampers capturing solar irradiation, preventing a proper conversion of sunlight into electricity, is the presence of clouds in the sky. Many methods of tracking and prediction of irradiation were proposed to increase efficiency in the production of energy by photovoltaic cells. This article presents an updated review on the mechanisms used for tracking and irradiation prediction, and their respective methods. It begins with a brief review on photovoltaic systems and classification of its mechanisms. Then, it presents a detailed overview on the evolution of mechanisms and their corresponding methods for tracking and irradiation prediction. Finally, the authors conclude with an analysis of performance efficiency of the mechanisms and their corresponding methods presented, describing the pros and cons of the most significant proposals for tracking and irradiation prediction.
References
[1]
Seme, S., Stumberger, G. and Vorsic, J. (2011) Maximum Efficiency Trajectories of a Two-Axis Sun Tracking System Determined Considering Tracking System Consumption. IEEE Transactions on Power Electronics, 26, 1280-1290.
http://dx.doi.org/10.1109/TPEL.2011.2105506
[2]
Prinsloo, G. and Dobson, R. (2014) Solar Tracking: High Precision Solar Position Algorithms, Programs, Software and Source-Code for Computing the Solar Vector, Solar Coordinates. Sun Angles in Microprocessor, PLC, Arduino, PIC and PC-Based Sun Tracking Devices or Dynamic Sun Following Hardware. E-Book.
[3]
Kitai, A. (2011) Principles of Solar Cells, LEDs and Diodes: The Role of the PN Junction. John Wiley & Sons, Ltd., Chichester. http://dx.doi.org/10.1002/9781119974543
[4]
Kalogirou, S. (2013) Solar Energy Engineering: Processes and Systems. 2nd Edition, Elsevier Inc.
[5]
El-Adawi, M.K. and Al-Nuaim, I.A. (2007) The Temperature Functional Dependence of VOC for a Solar Cell in Relation to Its Efficiency New Approach. Desalination, 209, 91-96. http://dx.doi.org/10.1016/j.desal.2007.04.014
[6]
Singh, P. and Ravindra, N.M. (2012) Temperature Dependence of Solar Cell Performance—An Analysis. Solar Energy Materials and Solar Cells, 101. 36-45. http://dx.doi.org/10.1016/j.solmat.2012.02.019
[7]
Jazayeri, M., Uysal, S. and Jazayeri, K. (2014) Evaluation of Maximum Power Point Tracking Techniques in PV Systems Using MATLAB/Simulink. Proceedings of the Sixth Annual IEEE Green Technologies Conference (GreenTech), Corpus Christi, 3-4 April 2014, 54-60. http://dx.doi.org/10.1109/greentech.2014.21
[8]
Cipriani, G., Di Dio, V., La Manna, D., Massaro, F., Member, R.M.I. and Zizzo, G. (2013) Economic Analysis on Dynamic Photovoltaic Systems in New Italian “Feed in Tariffs” Context. Proceedings of the 4th International Conference on Clean Electrical Power: Renewable Energy Resources Impact, Alghero, 11-13 June 2013, 584-590.
[9]
Mousazadeh, H., Keyhani, A., Javadi, A., Mobli, H., Abrinia, K. and Sharifi, A. (2009) A Review of Principle and Sun-Tracking Methods for Maximizing Solar Systems Output. Renewable and Sustainable Energy Reviews, 13, 1800-1818. http://dx.doi.org/10.1016/j.rser.2009.01.022
[10]
Tapakis, R. and Charalambides, A.G. (2013) Equipment and Methodologies for Cloud Detection and Classification: A Review. Solar Energy, 95, 392-430. http://dx.doi.org/10.1016/j.solener.2012.11.015
[11]
Lee, C., Chou, P., Chiang, C. and Lin, C. (2009) Sun Tracking Systems: A Review. Sensors, 9, 3875-3890.
http://dx.doi.org/10.3390/s90503875
[12]
Tapakis, R.D. and Charalambides, A.G. (2013) Monitoring Cloud Motion in Cyprus for Solar Irradiance Prediction. Conference Papers in Medicine, 2013, 1-6. http://dx.doi.org/10.1155/2013/320618
Poulek, V. (1994) Testing the New Solar Tracker with Shape Memory Alloy Actors. Proceedings of the Conference Record of the IEEE Photovoltaic Specialists Conference, Waikoloa, 5-9 December 1994, 1131-1133.
[15]
Clifford, M.J. and Eastwood, D. (2004) Design of a Novel Passive Solar Tracker. Solar Energy, 77, 269-280.
http://dx.doi.org/10.1016/j.solener.2004.06.009
[16]
Castañeda, C.E.F. (2011) Desenvolvimento de um rastreador solar passivo por transferência de massa. Prodetec-Pro-grama de Pós-Graduação de Desenvolvimento Tecnologico.
[17]
McFee, R.H. (1975) Power Collection Reduction by Mirror Surface Nonflatness and Tracking Error for a Central Receiver Solar Power System. Applied Optics, 14, 1493-1502. http://dx.doi.org/10.1364/ao.14.001493
[18]
Luque, A. and Andreev, V. (2007) Concentrator Photovoltaics. Springer, Berlin.
http://dx.doi.org/10.1007/978-3-540-68798-6
[19]
Zogbi, R. and Laplaze, D. (1984) Design and Construction of a Sun Tracker. Solar Energy, 33, 369-372.
http://dx.doi.org/10.1016/0038-092x(84)90168-3
[20]
Rumala, S.N. (1986) A Shadow Method for Automatic Tracking. Solar Energy, 37, 245-247.
http://dx.doi.org/10.1016/0038-092X(86)90081-2
[21]
Kalogirou, S.A. (1996) Design and Construction of a One-Axis Sun-Tracking System. Solar Energy, 57, 465-469.
http://dx.doi.org/10.1016/S0038-092X(96)00135-1
[22]
Khalifa, A.J.N. and Al-Mutawalli, S.S. (1998) Effect of Two-Axis Sun Tracking on the Performance of Compound Parabolic Concentrators. Energy Conversion and Management, 39, 1073-1079.
http://dx.doi.org/10.1016/S0196-8904(97)10020-6
[23]
Zeroual, A., Raoufi, M., Ankrim, M. and Wilkinson, A.J. (1998) Design and Construction of a Closed Loop Sun-Tracker with Microprocessor Management. International Journal of Solar Energy, 19, 263-274.
http://dx.doi.org/10.1080/01425919808914341
[24]
Yousef, H.A. (1999) Design and Implementation of a Fuzzy Logic Computer-Controlled Sun Tracking System. Proceedings of the IEEE International Symposium on Industrial Electronics, Bled, 12-16 July 1999, 1030-1034.
http://dx.doi.org/10.1109/isie.1999.796768
[25]
Urbano, J.A., Matsumoto, Y., Asomoza, R., Aceves, F.J., Sotelo, A. and Jacome, A. (2003) 5 Wp PV Module-Based Stand-Alone Solar Tracking System. Proceedings of the 3rd World Conference on Photovoltaic Energy Conversion, Osaka, 18 May 2003, 2463-2465.
[26]
Roth, P., Georgiev, A. and Boudinov, H. (2004) Design and Construction of a System for Sun-Tracking. Renewable Energy, 29, 393-402. http://dx.doi.org/10.1016/S0960-1481(03)00196-4
[27]
Roth, P., Georgiev, A. and Boudinov, H. (2005) Cheap Two Axis Sun Following Device. Energy Conversion and Management, 46, 1179-1192. http://dx.doi.org/10.1016/j.enconman.2004.06.015
[28]
Berenguel, M., Rubio, F.R., Valverde, A., Lara, P.J., Arahal, M.R., Camacho, E.F. and López, M. (2004) An Artificial Vision-Based Control System for Automatic Heliostat Positioning Offset Correction in a Central Receiver Solar Power Plant. Solar Energy, 76, 563-575. http://dx.doi.org/10.1016/j.solener.2003.12.006
[29]
Huang, B.J. and Sun, F.S. (2007) Feasibility Study of One Axis Three Positions Tracking Solar PV with Low Concentration Ratio Reflector. Energy Conversion and Management, 48, 1273-1280.
http://dx.doi.org/10.1016/j.enconman.2006.09.020
[30]
Rubio, F.R., Ortega, M.G., Gordillo, F. and López-Martínez, M. (2007) Application of New Control Strategy for Sun Tracking. Energy Conversion and Management, 48, 2174-2184. http://dx.doi.org/10.1016/j.enconman.2006.12.020
[31]
Chiang, C.-M., Lee, C.-Y. and Chou, P.-C. (2009) Solar Orientation Measurement Systems with Integrated Solar Cells. The Open Construction and Building Technology Journal, 3, 90-95. http://dx.doi.org/10.2174/1874836800903010090
[32]
Huang, B.J., Ding, W.L. and Huang, Y.C. (2011) Long-Term Field Test of Solar PV Power Generation Using One-Axis 3-Position Sun Tracker. Solar Energy, 85, 1935-1944. http://dx.doi.org/10.1016/j.solener.2011.05.001
[33]
Jeong, B.H., Park, J.H., Kim, S.D. and Kang, J.H. (2013) Performance Evaluation of Dual Axis Solar Tracking System with Photo Diodes. Proceedings of the International Conference on Electrical Machines and Systems (ICEMS), Busan, 26-29 October 2013, 414-417.
[34]
More, V.P. and Kulkarni, V.K. (2014) Design and Implementation of Microcontroller Based Automatic Solar Radiation Tracker. International Journal of Current Engineering and Technology, 2, 230-234.
[35]
Cinar, S.M., Hocaoglu, F.O. and Orhun, M. (2014) A Remotely Accessible Solar Tracker System Design. Journal of Renewable and Sustainable Energy, 6, Article ID: 033143. http://dx.doi.org/10.1063/1.4885099
[36]
Mumtahina, U., Bhuiya, M.M., Sayem, A.S., Azad, A. and Mohammad, N. (2014) Design and Performance of Multidimensional Automatic Solar Tracking System. International Journal of Energy Technology, 6, 1-6.
[37]
Yilmaz, S., Riza, H., Dogmus, O., Dincer, F. and Akgol, O. (2015) Design of Two Axes Sun Tracking Controller with Analytically Solar Radiation Calculations. Renewable and Sustainable Energy Reviews, 43, 997-1005.
http://dx.doi.org/10.1016/j.rser.2014.11.090
[38]
Cristian, G., Longo, M., Roscia, M. and Pagano, M. (2015) Comparative Analysis of Fixed and Sun Tracking Low Power PV Systems Considering Energy Consumption. Energy Conversion and Management, 92, 143-148.
http://dx.doi.org/10.1016/j.enconman.2014.12.046
[39]
Poulek, V. and Libra, M. (1998) New Solar Tracker. Solar Energy Materials and Solar Cells, 51, 113-120.
http://dx.doi.org/10.1016/S0927-0248(97)00276-6
[40]
Poulek, V. and Libra, M. (2000) Very Simple Solar Tracker for Space and Terrestrial Applications. Solar Energy Materials and Solar Cells, 60, 99-103. http://dx.doi.org/10.1016/S0927-0248(99)00071-9
[41]
Abouzeid, M. (2001) Use of a Reluctance Stepper Motor for Solar Tracking Based on a Programmable Logic Array (PLA) Controller. Renewable Energy, 23, 551-560. http://dx.doi.org/10.1016/S0960-1481(00)00133-6
[42]
Karimov, K.S., Saqib, M.A., Akhter, P., Ahmed, M.M., Chattha, J.A. and Yousafzai, S.A. (2005) A Simple Photo-Voltaic Tracking System. Solar Energy Materials and Solar Cells, 87, 49-59.
http://dx.doi.org/10.1016/j.solmat.2004.08.010
[43]
Poulek, V. and Libra, M. (2007) New Bifacial Solar Trackers and Tracking Concentrators. Earth, 4, 1-9.
[44]
Kamala, J. and Joseph, A. (2014) Solar Tracking for Maximum and Economic Energy Harvesting. International Journal of Engineering & Technology, 5, 5030-5037.
[45]
Edwards, B.P. (1978) Computer Based Sun Following System. Solar Energy, 21, 491-496.
http://dx.doi.org/10.1016/0038-092X(78)90073-7
[46]
Al-Naima, F.M. and Yaghobian, N.A. (1990) Design and Construction of a Solar Tracking System. Solar & Wind Technology, 7, 611-617. http://dx.doi.org/10.1016/0741-983X(90)90072-A
[47]
Koyuncu, B. and Balasubramanian, K. (1991) A Microprocessor Controlled Automatic Sun Tracker. IEEE Transactions on Consumer Electronics, 37, 913-917. http://dx.doi.org/10.1109/30.106958
[48]
Davies, P.A. (1993) Sun-Tracking Mechanism Using Equatorial and Ecliptic Axes. Solar Energy, 50, 487-489.
http://dx.doi.org/10.1016/0038-092X(93)90110-A
[49]
Al-Jumaily, K.E.J. and Al-Kaysi, M.K.A. (1998) The Study of the Performance and Efficiency of Flat Linear Fresnel Lens Collector with Sun Tracking System in Iraq. Renewable Energy, 14, 41-48.
http://dx.doi.org/10.1016/S0960-1481(98)00045-7
[50]
Michalsky, J.J. (1988) The Astronomical Almanac’s Algorithm for Approximate Solar Position (1950-2050). Solar Energy, 42, 227-235. http://dx.doi.org/10.1016/0038-092X(88)90045-X
[51]
Blanco-Muriel, M., Alarcón-Padilla, D.C., López-Moratalla, T. and Lara-Coira, M. (2001) Computing the Solar Vector. Solar Energy, 70, 431-441. http://dx.doi.org/10.1016/S0038-092X(00)00156-0
[52]
Abdallah, S. and Nijmeh, S. (2004) Two Axes Sun Tracking System with PLC Control. Energy Conversion and Management, 45, 1931-1939. http://dx.doi.org/10.1016/j.enconman.2003.10.007
[53]
Chen, F., Feng, J. and Hong, Z. (2006) Digital Sun Sensor Based on the Optical Vernier Measuring Principle. Measurement Science and Technology, 17, 2494-2498. http://dx.doi.org/10.1088/0957-0233/17/9/017
[54]
Chen, F. and Feng, J. (2007) Analogue Sun Sensor Based on the Optical Nonlinear Compensation Measuring Principle. Measurement Science and Technology, 18, 2111-2115. http://dx.doi.org/10.1088/0957-0233/18/7/042
[55]
Chong, K.K. and Wong, C.W. (2009) General Formula for On-Axis Sun-Tracking System and Its Application in Improving Tracking Accuracy of Solar Collector. Solar Energy, 83, 298-305.
http://dx.doi.org/10.1016/j.solener.2008.08.003
[56]
Tejwani, R. and Solanki, C.S. (2010) 360° Sun Tracking with Automated Cleaning System for Solar PV Modules. Proceedings of the IEEE Photovoltaic Specialists Conference, Honolulu, 20-25 June 2010, 2895-2898.
[57]
Rizal, Y., Wibowo, S.H. and Feriyadi (2013) Application of Solar Position Algorithm for Sun-Tracking System. Energy Procedia, 32, 160-165. http://dx.doi.org/10.1016/j.egypro.2013.05.021
[58]
Nadjah, A., Kadri, B., Sellam, M., Guettatfi, Z. and Beddraoui, A. (2014) New Design of Dual Axis Sun Tracker with DSPIC Microcontroller. Proceedings of the 16th International Power Electronics and Motion Control Conference and Exposition, Antalya, 21-24 September 2014, 1030-1034. http://dx.doi.org/10.1109/epepemc.2014.6980644
[59]
Engin, M. and Engin, D. (2014) Design of Real Time Embedded PID Controller for Sun Tracking Robot Manipulator. Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), Besacon, 8-11 July 2014, 670-675.
[60]
Loschi, H., Ferrarezi, R. and Rocha, N. (2014) Solar Tracking System Installed with Photovoltaic (PV) Panels to Connection Grid Tie Low Voltage (Sunflower). Energy and Power, 4, 49-53.
[61]
Chen, J., Yau, H. and Hung, T. (2015) Mechatronics Design and Implementation of FPGA-Based Taguchi-Chaos-PSO Sun Tracking Systems. Mechatronics, 25, 55-64.
[62]
Achleitner, S., Kamthe, A., Liu, T. and Cerpa, A. (2014) SIPs: Solar Irradiance Prediction System. Proceedings of the 13th International Symposium on Information Processing in Sensor Networks, Berlin, 15-17 April 2014, 225-236.
http://dx.doi.org/10.1109/ipsn.2014.6846755
[63]
Murakami, Y., Takabayashi, Y. and Noro, Y. (2014) Photovoltaic Power Prediction and Its Application to Smart Grid Time. Proceedings of the IEEE Innovative Smart Grid Technologies—Asia (ISGT Asia), Kuala Lumpur, 20-23 May 2014, 47-50.
[64]
Yoo, J., Kang, Y., Song, B. and Song, J. (2014) Solar Tracking System Experimental Verification Based on GPS and Vision Sensor Fusion. Journal of Automation and Control Engineering, 2, 417-421.