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Solar thermal simulation and applications in greenhouse

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Information Processing in Agriculture 2018年第1期5卷 83-113页

作者： Morteza Taki abbas rohani Mostafa Rahmati-Joneidabad Department of Agricultural Machinery and Mechanization Ramin Agriculture and Natural Resources University of KhuzestanMollasaniIran Department of Biosystems Engineering Faculty of AgricultureFerdowsi University of MashhadIran Department of Horticultural Science Faculty of AgricultureRamin Agriculture and Natural Resources University of KhuzestanMollasaniIran

In this study,a comprehensive review focusing on key strategies of energy saving technologies based on simulation of heat and mass transfer and also artificial intelligent for climate controlling is *** the brief and concise assessment of existing greenhouse systems in terms of their role in total energy consumption;effective shape and structure,energy-efficient and new technologies are analyzed in detail for potential utilization in greenhouses for notable reductions in energy consumption and also go toward the *** technologies considered within the scope of this research are mainly renewable and sustainable based solutions such as photovoltaic(PV)modules,solar thermal(T)collectors,hybrid PV/T collectors and systems,phase change material(PCM)and underground based heat storage techniques,energy-efficient heat pumps,alternative facade materials for better thermal insulation and power *** findings from the research clearly reveal that up to 70%energy saving can be achieved through appropriate retrofit of conventional *** of solar greenhouses in Europe is more popular than *** some countries in Asia such as Iran,it is very restrict to invest on renewable projects because of cheap fossil *** it is recommended beside of investments by private investors,the Iranian government should also invest in the extension of solar energy in greenhouse by setting up a specialized agency or contracting *** should target the modeling and design the best shape of solar greenhouse for all agricultural areas to receive the maximum solar radiation and decrease the need of fossil fuels.

关键词： Agricultural greenhouse Sustainability Heat and mass transfer Modeling and simulation

Life Cycle Assessment modeling of milk production in Iran

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Information Processing in Agriculture 2015年第2期2卷 101-108页

作者： Hamzeh Soltanali Bagher Emadi abbas rohani Mehdi Khojastehpour Amin Nikkhah Department of Biosystems Engineering Ferdowsi University of MashhadAzadi SquareMashhadIran Young Researchers and Elite Club Rasht BranchIslamic Azad UniversityRashtIran

Livestock units are known as one of the most influential sectors in the environment ***,the aim of this study was to investigate the environmental impacts of milk production in Guilan province of Iran through Life Cycle Assessment(LCA)*** primary data were collected from 45 units of milk production through a field survey with the help of a structured *** reliability was assessed using Cronbach’s alpha coefficient and was estimated an acceptable value of *** consumption of resources and emissions were allocated to a functional unit(FU)of one ton of *** of emissions in five impact categories of global warming,acidification,eutrophication,photochemical oxidation and depletion of resources were *** results showed that the characterization index for these impact categories were 1831 kg CO2 eq,7.97 kg SO2 eq,3.42 kg PO4^-3 eq,0.21 kg C2H4 eq and 838.39 MJ,*** indices for these impact categories were calculated as 0.24,0.28,0.076,0.017 and 0.046,*** index(EcoX)and resources depletion index(RDI)were obtained 0.61 and 0.04,*** this study,the highest potential for environmental impacts of production revealed for acidification and followed by global warming impact category.

关键词： Acidification Dairy farm Environmental impact Global warming

Modeling and experimental validation of heat transfer and energy consumption in an innovative greenhouse structure

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Information Processing in Agriculture 2016年第3期3卷 157-174页

作者： Morteza Taki Yahya Ajabshirchi Seyed Faramarz Ranjbar abbas rohani Mansour Matloobi Department of Biosystems Engineering Faculty of AgricultureUniversity of TabrizIran Department of Mechanical Engineering Mechanical Engineering FacultyUniversity of TabrizIran Department of Biosystems Engineering Faculty of AgricultureFerdowsi University of MashhadIran Department of Horticultural Science Faculty of AgricultureUniversity of TabrizTabrizIran

The commercial greenhouse is one of the most effective cultivation methods with a yield per cultivated area up to 10 times more than free land cultivation but the use of fossil fuels in this production field is very *** objectives of this paper are to modeling and experimental evaluation of heat and mass transfer functions in an innovative solar greenhouse with thermal *** this propose,a semi-solar greenhouse was designed and constructed at the North-West of Iran in Azerbaijan Province(38100N and 46180E with elevation of 1364 m above the sea level).The inside environment factors include inside air temperature below screen(Ta),inside air temperature above screen(Tas),crop temperature(Tc),inside soil temperature(Ts),cover temperature(Tri)and thermal screen temperature(Tsc)were collected as the experimental data *** dynamic heat and mass transfer model used to estimate the temperature in six different points of the semi-solar greenhouse with initial values and consider the crop *** results showed that dynamic model can predict the inside temperatures in four different points(Ta,Tc,Tri,Ts)with MAPE,RMSE and EF about 5-7%,1-2℃ and 80-91%for greenhouse without thermal screen and about 3-7%,0.6-1.8C and 89-96%for six different points of greenhouse with thermal screen(Ta,Tc,Tri,Ts,Tas,Tsc),*** results of using thermal screen at night(12 h)in autumn showed that this method can decrease the use of fossil fuels up to 58%and so decrease the final cost and air *** movable insulation caused about 15℃ difference between outside and inside air temperature and also made about 6℃ difference between Ta and *** experimental results showed that inside thermal screen can decrease the crop temperature fluctuation at night.

关键词： Semi-solar greenhouse Dynamic model Thermal screen Energy saving

Applied machine learning in greenhouse simulation;new application and analysis

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Information Processing in Agriculture 2018年第2期5卷 253-268页

作者： Morteza Taki Saman Abdanan Mehdizadeh abbas rohani Majid Rahnama Mostafa Rahmati-Joneidabad Department of Agricultural Machinery and Mechanization Ramin Agriculture and Natural Resources University of KhuzestanMollasaniIran Department of Biosystems Engineering Faculty of AgricultureFerdowsi University of MashhadMashhadIran Department of Horticultural Science Faculty of AgricultureRamin Agriculture and Natural Resources University of KhuzestanMollasaniIran

Prediction the inside environment variables in greenhouses is very important because they play a vital role in greenhouse cultivation and energy lost especially in cold and hot *** greenhouse environment is an uncertain nonlinear system which classical modeling methods have some problems to solve *** the main goal of this study is to select the best method between Artificial Neural Network(ANN)and Support Vector Machine(SVM)to estimate three different variables include inside air,soil and plant temperatures(Ta,Ts,Tp)and also energy exchange in a polyethylene greenhouse in Shahreza city,Isfahan province,*** environmental factors which influencing all the inside temperatures such as outside air temperature,wind speed and outside solar radiation were collected as data *** this research,13 different training algorithms were used for ANN models(MLPRBF).Based on K-fold cross validation and Randomized Complete Block(RCB)methodology,the best model was *** results showed that the type of training algorithm and kernel function are very important factors in ANN(RBF and MLP)and SVM models performance,*** RBF,MLP and SVM models showed that the performance of RBF to predict Ta,Tp and Ts variables is better according to small values of RMSE and MAPE and large value of R2 *** range of RMSE and MAPE factors for RBF model to predict Ta,Tp and Ts were between 0.07 and 0.12C and 0.28-0.50%,*** and stability of the RBF model with 5-fold cross validation analysis showed that this method can use with small size of data *** performance of best model(RBF)to estimate the energy lost and exchange in the greenhouse with heat transfer models showed that this method can estimate the real data in greenhouse and then predict the energy lost and exchange with high accuracy.

关键词： Black box method Energy lost Environmental situation Energy exchange

Assessment of land suitability and agricultural production sustainability using a combined approach (Fuzzy-AHP-GIS):A case study of Mazandaran province,Iran

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Information Processing in Agriculture 2020年第3期7卷 384-402页

作者： Sherwin Amini abbas rohani Mohammad Hossein Aghkhani Mohammad Hossein abbaspour-Fard Mohammad Reza Asgharipour Department of Biosystems Engineering Faculty of AgricultureFerdowsi University of MashhadIran Unit of Agroecology Department of AgronomyFaculty of AgricultureUniversity of ZabolZabolIran

This research was conducted to evaluate the sustainability of rice production using fuzzy logic in Mazandaran province,*** untapped use of modern agricultural technology,such as agricultural machinery,has become a global dilemma,which has forced governments and environmentalists to take a serious stand against the dangers of massive non-standard agricultural practices in the *** types of mechanization,socioeconomic,and economic modeling were used to determine the sustainability and their values were collected through interview method using a 320-item questionnaire from 2016 to *** evaluation was carried out using soil and climate characteristics,so that about 27.4%of the area was in the perfectly suitable range(S1),35.2%in the appropriate range(S2),19.5%in the critical range(S3),and 17.9%in the inappropriate range(N)for rice *** were selected from two regions(R1 and R2)by the GIS on two lower levels and more than one hectare(A1,A2)according to agricultural methods(mechanical and traditional).The results showed that the highest and lowest means of the product were 4314.44 and 3501.95 kg ha1,*** sustainability of production was within the range of“sustainability”and“almost sustainable”in terms of mechanistic and economic factors in the fuzzy range of“moderate sustainability”and also with respect to social factors that are in a better position than mechanistic and economic *** of final sustainability model showed that the average of the lasting sustainability index was in the range of“almost unsustainable”and“moderate sustainability”.

关键词： Sustainable agriculture Fuzzy logics Environmental management Rice GIS AHP

Heat transfer analysis in particle-laden flows using the immersed boundary method

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Particuology 2024年第7期90卷 394-403页

作者： Ali abbas Zaidi Department of Mechanical Engineering University of Manitoba75A Chancellors CircleWinnipegR3T 5V6Canada

This paper investigates an efficient immersed boundary method(IBM)for multiple-core CPU machines with local grid refinement for the calculation of heat transfer between fluids and finite-sized *** fluid momentum equations are solved by using the fractional step method,while the energy equation is solved by employing the second-order Adams-Bashforth *** efficient load balancing between the CPU cores,the coupling between particles and fluid is obtained by applying the body force in the fluid equations,which depends on the solid volume fraction of particles contained in each grid cell,and then by linearly interpolating the particle temperature and velocity on the fluid grid cell(in place of the delta function commonly used in literature).Several test cases from the literature are studied,and good agreement is observed between the simulation results and the ***,a scaling study on multiple core machines is performed,demonstrating the proposed IBM's capabilities for a significant reduction in processing time.

关键词： Heat transfer Immersed boundary method Particle resolved direct numerical simulations Fluid solid interactions

Seismic performance evaluation of hybrid coupled shear wall system with shear and flexural fuse-type steel coupling beams

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Earthquake Engineering and Engineering Vibration 2024年第3期23卷 691-712页

作者： Zahra Ramezandoust abbas Tajaddini Panam Zarfam Department of Civil Engineering Science and Research branchIslamic Azad UniversityTehran 14778-93855Iran Department of Civil Engineering Karaj BranchIslamic Azad UniversityKaraj 31485-313Iran

Replaceable flexural and shear fuse-type coupling beams are used in hybrid coupled shear wall(HCSW)systems,enabling concrete buildings to be promptly recovered after severe *** study aimed to analytically evaluate the seismic behavior of flexural and shear fuse beams situated in short-,medium-and high-rise RC buildings that have *** building groups hypothetically located in a high seismic hazard zone were studied.A series of 2D nonlinear time history analyses was accomplished in OpenSees,using the ground motion records scaled at the design basis earthquake *** was found that the effectiveness of fuses in HCSWs depends on various factors such as size and scale of the building,allowable rotation value,inter-story drift ratio,residual drift quantity,energy dissipation value of the fuses,*** results show that shear fuses better meet the requirements of rotations and *** contrast,flexural fuses dissipate more energy,but their sectional stiffness should increase to meet other *** was concluded that adoption of proper fuses depends on the overall scale of the building and on how associated factors are considered.

关键词： hybrid coupled shear wall steel fuse coupling beam shear and flexural fuse nonlinear dynamic analysis seismic performance

Application of artificial intelligence for separation of live and dead rainbow trout fish eggs

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Artificial Intelligence in Agriculture 2019年第1期1卷 27-34页

作者： abbas rohani Morteza Taki Ghasem Bahrami Department of Biosystems Engineering Faculty of AgricultureFerdowsi University of MashhadMashhadIran Department of Agricultural Machinery and Mechanization Agricultural Sciences and Natural Resources University of KhuzestanMollasaniIran

In this study a visual machine technology-based intelligent system was developed and evaluated for separation and recognizing the alive and dead eggs of rainbow trout *** features derived from imagery processing of alive and dead eggs were used as the decision-making variables in the ***-layer Perceptron neural network(MLP)and Support Vector Machine(SVM)models were used as the *** paired t-test,10 effective features were selected from 15 features for *** k-fold cross validation method was used for better evaluation the *** changing the size of the training data set from 80%to 20%,the classifier ability and stabilitywere *** results showed that in the training phase,all the mean values of the statistical indices forMLP and SVMclassificationswere complete for all categories(100%of the classification was predicted correctly).Also,in the test phase,the performance indicators of both classifiers were very satisfactory(the average accuracywas 99.45%).Therefore,it is possible to use both classifierswith certainty for separation the rainbow trout fish eggs.

关键词： Rainbow trout Fish egg K-fold cross validation Machine vision system

Feedback Mechanism-driven Mutation Reptile Search Algorithm for Optimizing Interpolation Developable Surfaces

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Journal of Bionic Engineering 2024年第1期21卷 527-571页

作者： Gang Hu Jiao Wang Xiaoni Zhu Muhammad abbas Department of Applied Mathematics Xi'an University of TechnologyXi'an 710054China School of Mechanical and Precision Instrument Engineering Xi'an University of TechnologyXi'an 710048China Department of Mathematics University of SargodhaSargodha 40100Pakistan

Curvature lines are special and important curves on *** is of great significance to construct developable surface interpolated on curvature lines in engineering *** this paper,the shape optimization of generalized cubic ball developable surface interpolated on the curvature line is studied by using the improved reptile search ***,based on the curvature line of generalized cubic ball curve with shape adjustable,this paper gives the construction method of SGC-Ball developable surface interpolated on the ***,the feedback mechanism,adaptive parameters and mutation strategy are introduced into the reptile search algorithm,and the Feedback mechanism-driven improved reptile search algorithm effectively improves the solving *** IEEE congress on evolutionary computation 2014,2017,2019 and four engineering design problems,the feedback mechanism-driven improved reptile search algorithm is compared with other representative methods,and the result indicates that the solution performance of the feedback mechanism-driven improved reptile search algorithm is *** last,taking the minimum energy as the evaluation index,the shape optimization model of SGC-Ball interpolation developable surface is *** developable surface with the minimum energy is achieved with the help of the feedback mechanism-driven improved reptile search algorithm,and the comparison experiment verifies the superiority of the feedback mechanism-driven improved reptile search algorithm for the shape optimization problem.

关键词： Reptile search algorithm Feedback mechanism Adaptive parameter Mutation strategy SGC-Ball interpolation developable surface Shape optimization