Optimization of a New Phase Change Material Integrated Photovoltaic/Thermal Panel with The Active Cooling Technique Using Taguchi Method

This paper investigates the energy performances of a hybrid system composed of a phase change materials-ventilated Trombe wall (PCMs-VTW) and a photovoltaic/thermal panel integrated with phase change material (PV/T-PCM). Equivalent overall output energy (QE) was proposed for energy performance evaluation regarding different energy forms, diversified conversions and hybrid thermal storages. This study focuses on parameters’ optimization of the PV/T-PCM system and parameters in the PCMs-VTW are kept optimal. Based on the experimentally validated numerical modelling, nine trial experiments have been conducted following Taguchi L9 (34) standard orthogonal array. The higher the better concept was implemented and the optimal combination of operating parameters was thereafter identified by using signal-to-noise (S/N) ratio and Analysis of Variance (ANOVA) method. The results show that QE is highly dependent on the mass flow rate, followed by the diameter of active cooling water pipe. However, the inlet cooling water temperature and the thickness of PCM have limited influence on QE. The optimal combination of each factor was identified as B3A3C2D1 (mass flow rate of 1 kg/s, diameter of water pipe of 0.6 m, inlet cooling water temperature of 15 °C and the thickness of PCM of 20 mm) with the highest QE of 20,700 kWh.

[1]  C. Rindt,et al.  Realization of a 4kW thermochemical segmented reactor in household scale for seasonal heat storage , 2017 .

[2]  Paul Cooper,et al.  Thermal performance investigation and optimization of buildings with integrated phase change materials and solar photovoltaic thermal collectors , 2016 .

[3]  Christophe Menezo,et al.  Simulation study of a naturally-ventilated building integrated photovoltaic/thermal (BIPV/T) envelope , 2016 .

[4]  A. Abdel-azim Fundamentals of Heat and Mass Transfer , 2011 .

[5]  Ala Hasan,et al.  On-site energy matching indices for buildings with energy conversion, storage and hybrid grid connections , 2013 .

[6]  Mohamed El-Amine Slimani,et al.  A detailed thermal-electrical model of three photovoltaic/thermal (PV/T) hybrid air collectors and photovoltaic (PV) module: Comparative study under Algiers climatic conditions , 2017 .

[7]  Ala Hasan,et al.  Analysis and solution for renewable energy load matching for a single-family house , 2013 .

[8]  Tin-Tai Chow,et al.  Performance evaluation and economic analysis of a full scale water-based photovoltaic/thermal (PV/T) system in an office building , 2016 .

[9]  Juan Luis Lechón,et al.  Experimental and numerical studies to assess the energy performance of naturally ventilated PV façade systems , 2017 .

[10]  Christophe Menezo,et al.  Simulation Study of a Naturally Ventilated Building Integrated Photovoltaic (BIPV) Envelope , 2015 .

[11]  Guoqiang Zhang,et al.  Study on heat-transfer mechanism of wallboards containing active phase change material and parameter optimization with ventilation , 2018, Applied Thermal Engineering.

[12]  Francky Catthoor,et al.   Experimentally validated CFD simulations predicting wind effects on photovoltaic modules mounted on inclined surfaces , 2018, Sustainable Energy Technologies and Assessments.

[13]  Mehmet Esen Thermal performance of a solar-aided latent heat store used for space heating by heat pump , 2000 .

[14]  Tin-Tai Chow,et al.  A Review on Photovoltaic/Thermal Hybrid Solar Technology , 2010, Renewable Energy.

[15]  Xudong Zhao,et al.  Experimental investigation of the energy performance of a novel Micro-encapsulated Phase Change Material (MPCM) slurry based PV/T system , 2016 .

[16]  Bryan W. Karney,et al.  A scenario based approach to designing electricity grids with high variable renewable energy penetrations in Ontario, Canada: Development and application of the SILVER model , 2017 .

[17]  Taeyeon Kim,et al.  Application of a phase-change material to improve the electrical performance of vertical-building-added photovoltaics considering the annual weather conditions , 2014 .

[18]  Hywel Rhys Thomas,et al.  Optimization of operating parameters of ground source heat pump system for space heating and cooling by Taguchi method and utility concept , 2014 .

[19]  Zhang Tao,et al.  A comparative study on three types of solar utilization technologies for buildings: Photovoltaic, solar thermal and hybrid photovoltaic/thermal systems , 2017 .

[20]  Sunliang Cao,et al.  Matching indices taking the dynamic hybrid electrical and thermal grids information into account for the decision-making of nZEB on-site renewable energy systems , 2015 .

[21]  Niccolò Aste,et al.  Water flat plate PV–thermal collectors: A review , 2014 .

[22]  Guoqiang Zhang,et al.  Performance of buildings integrated with a photovoltaic–thermal collector and phase change materials , 2017 .

[23]  Yuting Jia,et al.  Comparative analyses on dynamic performances of photovoltaic–thermal solar collectors integrated with phase change materials , 2017 .

[24]  Fu Xiao,et al.  Investigation on capacity matching in liquid desiccant and heat pump hybrid air-conditioning systems , 2012 .

[25]  Zhenjun Ma,et al.  Using Taguchi-Fibonacci search method to optimize phase change materials enhanced buildings with integrated solar photovoltaic thermal collectors , 2016 .

[26]  Guoqiang Zhang,et al.  Numerical study on cooling performance of a ventilated Trombe wall with phase change materials , 2018, Building Simulation.

[27]  Ala Hasan,et al.  Thermoeconomic analysis of heat and electricity prosumers in residential zero-energy buildings in Finland , 2017 .

[28]  Michel Moreaux,et al.  Cycles in Nonrenewable Resource Prices with Pollution and Learning-by-Doing , 2012 .

[29]  Vikas Verma,et al.  Optimization of solar assisted ground source heat pump system for space heating application by Taguchi method and utility concept , 2014 .

[30]  Fahad A. Al-Sulaiman,et al.  Development of a thermal model for a hybrid photovoltaic module and phase change materials storage integrated in buildings , 2016 .

[31]  Mehran Ameri,et al.  Investigating the performance of a water-based photovoltaic/thermal (PV/T) collector in laminar and turbulent flow regime , 2016 .

[32]  Mehran Ameri,et al.  Experimental investigation and modeling of a direct-coupled PV/T air collector , 2010 .

[33]  Yuekuan Zhou,et al.  The year-round thermal performance of a new ventilated Trombe wall integrated with phase change materials in the hot summer and cold winter region of China , 2018, Indoor and Built Environment.

[34]  Xuyi Liu,et al.  The impact of renewable energy and agriculture on carbon dioxide emissions: Investigating the environmental Kuznets curve in four selected ASEAN countries , 2017 .

[35]  Rosemarie Velik,et al.  Energy management in storage-augmented, grid-connected prosumer buildings and neighborhoods using a modified simulated annealing optimization , 2015, Comput. Oper. Res..

[36]  Arild Gustavsen,et al.  Phase Change Materials for Building Applications: A State-of-the-Art Review , 2010 .

[37]  C. Yuan,et al.  Parametric study of ice thermal storage system with thin layer ring by Taguchi method , 2016 .

[38]  Ashish Gulagi,et al.  Role of Solar PV Prosumers in Enabling the Energy Transition Towards a Fully Renewables Based Power System for India , 2017 .

[39]  Qiang Li,et al.  Design of a novel concentrating photovoltaic–thermoelectric system incorporated with phase change materials , 2016 .

[40]  Guoqiang Zhang,et al.  Thermal performance and optimized thickness of active shape-stabilized PCM boards for side-wall cooling and under-floor heating system , 2016 .

[41]  M. Salem,et al.  Performance enhancement of the photovoltaic cells using Al2O3/PCM mixture and/or water cooling-techniques , 2019, Renewable Energy.

[42]  Sunliang Cao,et al.  Approaches to enhance the energy performance of a zero-energy building integrated with a commercial-scale hydrogen fueled zero-energy vehicle under Finnish and German conditions , 2017 .

[43]  Katsuya Ito CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries , 2016 .