The gradient from green to red clearly shows a gradient of Portlandite concentration from the least concentrated in the ITZ to the most concentrated in the matrix.This clearly demonstrates the low hydration of the ITZ compared to the rest of the cement matrix.This type of observation helps define the ITZ and will allow researchers,in future studies,to compare the effect of different binders or fibers on the ITZ from a chemical point of view.Note that the blue part of the map corresponds to a problem of planarity of the sample – thus,the apparatus was unable to focus in this area,making the spectra of this zone invalid.This problem is due to the sample holder blocking the sample without the possibility of adjustment,and could be corrected in future studies by using a sample holder with an accurate adjustment.The semi-quantitative analysis on both the ITZ and the hydrated matrix through XRD analysis for a W/C = 0.5 sample shows a drastic difference in the relative quantities of Portlandite and C3S that are characteristic of the hydrated and anhydrous phases respectively.DTA and TGA corroborates this analysis,since the hydrated matrix displays a significant endothermic reaction around 125 ◦C and a huge mass loss between 30 and 200 ◦C,corresponding to C–S–H dehydroxylation.Another mass loss occurs between 400 and 600 ◦C,coupled with a second endothermic reaction around 489 ◦C on the heat flow,that corresponds to the degradation of portlanditeCalculate the fitness function value again,update the best individual,and repeat until the evolutionary generation is reached.The best individual is the optimal parameter learned.To describe the sound absorption properties of the hemp plastic composites,eight specimens of different thickness,diameters were prepared.So,eight different specimens were prepared with four different thicknesses,two diameters.Table 2 shows the features of the specimens.Figure 6 shows the values of the sound absorption coefficient measured as a function of frequency.The Specimen ID is as shown in Table 2.The values of the absorption co-efficients are reported in the frequency range from 200 Hz to 4000 Hz,among them,the specimens with diameter of 50 mm are measured below 2000 Hz,the specimens with diameter of 100 mm are measured between 2000 Hz and 4000 Hz.We can see that the values of sound absorption co-efficient in the low frequency band is relatively smaller,as the frequency increases,the value increases.At about 830 Hz,the value is the largest,then decreases,and gradually increases at 1250 Hz until it approaches the maximum value.Moreover,we can see the greater thickness or diameter have a larger value of sound absorption co-efficient,almost at the maximum value.If we analyze the curve relating to the thickness of 10 mm,the diameter of 100 mm of specimens N4,N8,it can be found that the values of sound absorption co-efficient are largest among all curves,which are between 0.9 and 1.The analysis shows that the absorption of high frequency sound waves is mainly on the surface of the material,and the absorption of low frequency sound waves is inside the material.Therefore,trimming trays increasing the thickness of the material will increase the low frequency impedance,so enhance the absorption of sound waves.When the material thickness reaches a certain value,the absorption of intermediate and low frequency sound waves can be increased,but the absorption of high frequency sound waves is not obvious.
To simulate the absorption properties of the porous hemp plastic composites,the proposed model is implemented.Here,2800 pieces of data were collected containing the following fields,the first three properties were used as input,while the last one,was used as output.Subsequently,the model performance was analyzed.As shown in Fig.9,the three curves represented,respectively,the MSE values change with the number of iterations as training,validation,and test data were input for the model.There were 23 iterations in total.From 8th iteration,the mean squared error values decreased slowly,and after 17th iteration,the mean squared error values was basically unchanged,and thus,the model training was completed.Next,the model effectiveness was evaluated.Figure 10 shows the model conditions after model training,i.e.,the changes of gradient,damping factor,and generalization ability with the number of iterations.Initially,the gradient was the highest,and after 17th iteration,it tended to stabilize.The damping factor was changed to 1 _x0005_ 10 6 from 17th iteration,and then remained constant,indicating the model convergence.The generalization ability curve was at 0 for the first 12 iterations,indicating that mean squared error values decreased continuously during this stage.After 17 iterations,mean squared error was basically unchanged overall,and thus,the iteration was completed.Finally,the model regression ability was visualized as shown in Fig.11,which visualizes the regression ability for all the model data,including the training,validation,and test data.The line formed by circles reflects the relationship between the input and measured sound absorption co-efficient data.The different color line represents the regression line,which reflects the relationship between the input and the model actual output data.The figure shows that the regression line was basically consistent with the measured data line.So,the proposed model regression effect was good.
As the above analysis,inputting the specimen data with different thickness and diameter into the proposed model,numerical simulation of sound absorption co-efficient at different frequencies can be obtained,and there is only minute deviation between the simulations and the measured values.So,the proposed model can lessen the costs involved to the measurement procedures.In addition,porous hemp plastic composites are environmentally friendly,light weight,creep resistance,good sound absorption properties,easy to manufacture,and low cost,which are suitable for noise reduction in intermediate and low frequency noise areas.For example,the material can be made into various sound absorbers to reduce noise in places where noise reduction is needed,such as hotel rooms,car interiors,conference rooms and so on,so as to provide people with a quiet environment.Anthropogenic greenhouse gas emission has emerged as the most dominating factor for climate change which is liable for an increase of nearly 1 C of global temperature above pre-industrial level.As a consequence,it is gradually leading world habitants to extinction by opening vulnerabilities of natural systems.Temperatures exceeding species’ physiological tolerances,changes in precipitation patterns,melting ice caps and rising sea levels,positive impact on harmful species,extreme weather events,disease outbreaks,increased incidence of skin cancer,shifting wind patterns,and expanding fungal diseases,cropping season changes affecting agricultural yield,severe food shortage,and negative impact on livestock are just a few of the most feared vulnerabilities.In recognition of the issue,The United Nations Intergovernmental Panel on Climate Change in 2018 has set a threshold of 1.5 C temperature increase in average warming above preindustrial level,meaning that a rise in global warming beyond this level would make the planet less than suitable for human life.In accordance,scientists advise taking control of greenhouse gas emissions,low carbon economy,development of renewable resources,technological changes,and forestation for stopping global temperature rise.Being aligned with the Paris Agreement,UK and France have already set an aim to “net-zero” emissions by 2050.
As an adaptation,efforts are in place for decreasing fossil energy consumption,greater attention has been put on optimal management and use of natural resources along with the development of renewable resources.In 2017,The European Union was able to arrange 17.5% of its consumed energy from renewable resources and aims to reach 32% by 2030.Global deforestation accounts for approximately 12–15% of anthropogenic greenhouse gas emissions; thereby,forestation is considered one of the most valuable strategies for reducing atmospheric carbon concentration since it works as an essential carbon sink.Enhancement of forest carbon stock has been added to the United Nation’s REDD þ initiative in 2008; the Bonn Challenge,among the others,is working for awareness and restoration of forest globally,intending to restore 350 million ha of forest by 2030.Since woody forestation takes a longer time,scientists emphasize fast-growing short-rotation forestation as a means of quick carbon sink and source of biomass for fuel.Due to these environmental concerns and balancing regulations,renewable raw materials of natural origin like kenaf,hemp,flax,jute etc.,are attracting more attention in different industrial sectors for their competitive physical properties against man-made counterparts and capability of higher carbon sinking.Industrial hemp has emerged as a highly successful commercial crop due to its carbon-sequestering property,higher biomass production,and various end-use products.Researchers believe that it can be successfully used as a cover crop since it can remediate contaminated soils through phytoremediation and can be produced without pesticides.Even hemp residues can act as botanical insecticides or miticides and inhibitors to soil nematodes and pathogenic fungi .It can replenish the soil by killing and displacing other tiny crops or weeds and absorbing heavy metals from soils.Hemp can be used for insulation and acoustic purpose in the building sector,paper industry,medicinal purpose,textile industry,bio-fuel,cosmetics industry,food and beverage industry,and fiber can be used as reinforcement in polymer matrix composites or in bio-composite as a substitute of glass and carbon fiber.The important uses of different parts of the hemp plant in various fields have been shown in Figure 1.Hemp is classified as industrial hemp containing less than 0.2% Δ9- tetrahydrocannabinol and drug type hemp with greater than 0.2% THC .Although the history of the uses of hemp dates back to 5000–4000 BC,prohibition on its cultivation was imposed in many countries in the 20th century because it resembled marijuana.
However,after being correctly classified and realizing its environmental and financial benefits,this prohibition is now lifted for industrial hemp.A resurgence in hemp cultivation is seen since the European Union and the US,and other countries,have legalized the cultivation of industrial hemp,and many other countries have reintroduced hemp cultivation with low THC levels.For example,from 2020 Florida Department of Agriculture and Consumer Services is allowing its cultivation with the potential of building a $20–$30 billion industry in the state whereas Europe observed a record amount of hemp cultivation amounting to 33,000 ha in 2016.The authors in this review have discussed potential uses of hemp in different sectors from the perspective of a green environment with up-to date knowledge with the belief that other than financial benefits,multipurpose uses of hemp can be a noticeable response to global warming and climate change.Hemp is one of the ancient plants cultivated by humans for textile use.Currently,trim trays more than 30 countries are involved in the global hemp trade due to its capability of growing in pesticide and herbicide-free environment,noticeable resistance to rodents,fungus and many types of weeds,wide geographical range of cultivation,and multipurpose uses.According to FAO Stat,three major hemp-producing countries by production area are Canada,North Korea,and France.It requires similar soil preparation to other break crops with pH 6.0–7.5.It grows well on loose,well-drained loam soils with a mean temperature between 16 – 27 C and high moisture.The final yield depends on sowing density,nitrogen level,harvest time,and it can grow up to 0.31 m in a week.Hemp is a tall,annual crop with a low labor-intensive production process and can be accomplished in a short cropping period.Hemp cultivation has become more appealing to farmers than flax because it has a lower chance of crop failure.It guarantees higher yields while also enhancing soil nutrition.The industrial norms for producing this crop are generally guided by organic cultivation to maintain the fiber quality in terms of fineness,strength and color.Hemp fiber cultivation requires about 77.63 percent less cost in fertilization,seeds,field operation,and irrigation costs than cotton,the most recognized natural fiber.It shows many unique properties that differ from other natural fibers by their aseptic properties,high absorbency,protection against UV radiation,and free from allergenic effect.The chemical composition of hemp and some other vegetable fibers has been shown in Table 1,indicating that hemp has higher cellulose,satisfactory hemicellulose and lower content of lignin and pectin,which are advantageous for various processing and uses.The fiber extraction process comprises four steps: retting,breaking,scutching and hackling.Field retting and water retting are the most common retting methods.During retting,pectins are broken down,and naturally grown bacteria and fungi bind the fiber together.Then,with the help of flfluted rollers,stems are broken down.Next,the stems are separated by beater during scutching,followed by hackling process,and finally combing is done to separate and straighten the fibers.As an ancient raw material,hemp had been used for paper making since 105 AD in China.
The technology later disappeared due to emerging of wood-based paper,state-of-the-art technology and market demand.The sourcing,processing,and management of non-woody material like hemp for producing quality paper are now obvious for several reasons.Until the end of the nineteenth century,hemp and wastage of hemp-made household stuff like clothes,ropes,rags and sails had contributed 75–90% of raw materials to global paper production.The first copy of the Bible was written onto hemp papers and the glorious history of hemp paper has been associated with the declaration of independence and the constitution of the US.Papers are said to be sustainable in all formats,but sourcing raw materials require sustainable forestry management .Since the twentieth century,wood has been considered the primary raw material in paper industries.According to Food and Agriculture Organization,40% of the raw materials for the paper industry come directly from wood,and a total of 89–92% is supplied from wood-based materials.The increasing need for paper is continuously putting pressure on forests per capita,whereas regional restrictions are being imposed worldwide by local governments to save forests and the environment.The situation declares the urgency to find new fast-growing raw materials for paper at the place of conventional wood plants.Therefore,from this century,non-woody raw materials like straws,bamboo,kenaf,hemp etc.,got considerable interest as raw material for paper-making to reduce the increasing pressure on forest wood resources .In 2010,non-woody fibrous plants contributed 8–11% to global pulp production and the growth rate is estimated to record a 2.5% compound annual growth rate by 2027.Non-woody raw materials offer easier pulpability,quality bleached pulp,and specialty paper from the selective part of the plants.Hemp yields more biomass than wood,offering even two times more useable fibers than forests.Industrial hemp consists of a maximum of 77% cellulose which is three times more than wood and other agricultural wastes.This indicates a quadruple amount of paper can be produced from hemp against forests grown in the same area.In addition,hemp is a short rotation crop that can be harvested after four months of cultivation,whereas hardwood and softwood plants require 8–12 years and 20–80 years,respectively in rotation cycles.Again,the opportunity to recycle hemp bast fiber-made papers is twice that of wood-based papers .Hemp stalks are composed of long bast fibers and hurds,where the latter is four times more by weight than fiber.