# Water-Cement-Density Ratio Law for the 28-Day Compressive Strength Prediction of Cement-Based Materials

Authors: Siqi Li; Jinbo Yang; Peng Zhang
Journal: Advances in Materials Science and Engineering
 (2020)

---

## Abstract

In the present contribution, the water-cement-density ratio law for the standard curing 28-day compressive strength of cement-based materials including grout, normal concrete, ceramsite concrete, and foamed concrete is proposed. The standard curing 28-day compressive strength of different grouts, normal concrete, ceramsite concrete, and foamed concrete was tested. Simulations for Abrams’ law, Bolomey’s formula, and water-cement-density ratio law were carried out and compared. The water-cement-density ratio law illustrates better simulations for the prediction of the 28-day compressive strength of cement-based materials. The water-cement-density ratio law includes both the water-cement ratio and relative apparent density of the cement-based material. Relative apparent density of the cement-based material is an important one of all the factors determining the compressive strength of the cement-based material. The water-cement-density ratio law will be beneficial for the precise and generalized prediction of the 28-day standard curing compressive strength of cement-based materials.


---

## Body

## 1. Introduction

Portland cement-based materials such as grout, normal concrete, lightweight concrete, and foamed concrete have an extremely wide scale of application in civil engineering construction throughout the world and are expected to be used more extensively in the future as well. Properties of cement-based materials are determined by the whole component raw materials and their proportions. Clearly and correctly understanding the physical connection between property and composition of cement-based materials is very important. In other words, precise and generalized prediction of properties based on composition of cement-based materials will be beneficial for engineering design and application of cement-based materials. The 28-day compressive strength is one of the first and foremost properties of cement-based materials for structural design of civil engineering. So far, how the 28-day compressive strength is determined by the composition of cement-based materials is not understood clearly enough.Since the invention of Portland cement in 1824, plenty of research works have proved that the 28-day compressive strength of cement-based materials is determined by raw materials including cement, supplementary cementitious materials, aggregate etc., proportions including water-cement ratio, sand-aggregate ratio, cement content, etc., and curing conditions including ambient temperature, pressure, and humidity. In 1918, Abrams pronounced the water-cement ratio law based on the observation that as the water-cement ratio decreases, the strength of the concrete increases, accordingly. In 1935, Bolomey gave a formula to predict the compressive strength of cement mortar which expresses a linear relationship between the water-cement ratio and compressive strength. Abrams’ law and Bolomey’s formula both indicate that compressive strength of cement-based materials is mainly dependent on the water-cement ratio among all the other factors. Therefore, Abrams’ law and Bolomey’s formula are seen as different mathematical forms of water-cement ratio law. For mortar, it has been found that cement-sand ratio, supplementary cementitious material content, and cement type all will influence the parameters in Abrams’ law or Bolomey’s formula [1–4]. For normal concrete, cement type, curing age, and silica fume content all will influence the parameters in Abrams’ law or Bolomey’s formula [5–8]. For lightweight concrete, properties of the aggregates will influence the parameters in Abrams’ law or Bolomey’s formula [9]. For foamed concrete, curing conditions, cement type, foaming agent, and dry density will influence the parameters in Abrams’ law or Bolomey’s formula [10, 11]. However, so far, there were less efforts for generalization of Abrams’ law or Bolomey’s formula for cement-based materials including mortar, normal concrete, lightweight concrete, and foamed concrete all together.In this contribution, the 28-day compressive strength of cement-based materials including grout, normal concrete, lightweight concrete, and foamed concrete was investigated. Abrams’ law and Bolomey’s formula were applied for simulation of the relationship between water-cement ratio and 28-day compressive strength. A novel water-cement-density ratio law was proposed and verified. This work will be beneficial further for prediction of durability properties by composition of cement-based materials and durability study of cement-based material structure [12–18].


## 2. Water-Cement Ratio Law and Water-Cement-Density Ratio Law

The mathematical relationship between compressive strength and water-cement ratio, according to Abrams’ law, is shown in the following equation:(1)σc=a1a2W/C,where σc is the compressive strength of cement-based material (MPa), W/C is the water-cement ratio, and a1 and a2 are parameters determined by cement type, cement content, curing condition, etc.The mathematical relationship between compressive strength and water-cement ratio, according to Bolomey’s formula, is shown in the following equation:(2)σc=b1W/C−b2,where b1 and b2 are parameters determined by cement type, cement content, curing condition, etc.The water-cement-density ratio law assumes that compressive strength of cement-based materials is mainly dependent on the water-cement-density ratio among all the other factors. The mathematical relationship between compressive strength and water-cement-density ratio, according to the water-cement-density ratio law, is shown in the following equation:(3)σc=d1+d2d3W/C/Dr,where Dr is the apparent relative density of the cement-based material, W/C/Dr is the water-cement-density ratio, and d1, d2, and d3 are parameters determined by cement type, cement content, curing condition, etc.If cement and supplementary cementitious materials together are seen as binder, the water-binder-density ratio law assumes that compressive strength of cement-based materials is mainly dependent on the water-binder-density ratio among all the other factors. The mathematical relationship between compressive strength and water-binder-density ratio, according to the water-binder-density ratio law, is shown in the following equation:(4)σc=f1+f2f3W/B/Dr,where W/B is the water-binder ratio, W/B/Dr is the water-binder-density ratio, and f1, f2, and f3 are parameters determined by cement type, cement content, curing condition, etc.


## 3. Experimental

### 3.1. Materials

P.I 42.5 Portland cement (PC) was used in accordance with Chinese national standard GB175-2007 (CEM I type Portland cement conforming to BS EN 197-1: 2011). Silica fume (SF) used has specific surface area of 16000 m2/kg. Ground granulated blast furnace slag (GGBS) has a particle size ranging from 0.5 μm to 125.8 μm. Fly ash with specific surface area of 380 m2/kg was used. The chemical composition of PC, SF, GGBS, and FA is shown in Table 1. Water reducer used is polycarboxylic acid superplasticizer. Coarse aggregates were crushed limestone aggregates with a maximum diameter of 30 mm and density of 2615 kg/m3. Local river sand with a maximum grain size of 5 mm and density of 2630 kg/m3 was adopted. Lightweight aggregates were expanded shale ceramsite aggregates with the maximum diameter of 20 mm and loose bulk density of 450 kg/m3. Animal protein foaming agent was used for foamed concrete.Table 1
Chemical composition of PC, SF, GGBS, and FA.
MaterialsChemical composition (%)Loss on ignition (%)SiO2Al2O3Fe2O3CaOMgOSO3Equivalent alkaliFree CaOCl−PC20.1320.133.6763.891.613.310.240.520.0352.50SF88.521.232.115.450.11————1.53GGBS36.5020.301.5431.405.312.500.29——1.59FA51.9828.375.644.300.840.95———6.03


### 3.2. Mixture Proportions

Mixture proportions of grout, normal concrete, ceramsite concrete, and foamed concrete are shown in Tables2–5, respectively. For grout, mixtures G0.20, G0.25, G0.30, and G0.40 are neat cement grouts. For normal concrete, silica fume is added in mixtures NC0.31, NC0.29, NC0.25, and NC0.20. For ceramsite concrete, the sand to aggregate ratio is changed from 32% to 42%. For foamed concrete, the water to cement ratio is changed from 0.60 to 1.43.Table 2
Mixture proportions of grout.
Mixture IDW/CCompositions (kg/m3)BinderSandWaterWater reducerCementSFGGBSG0.200.20193300038715G0.250.2517620004415.0G0.300.3016200004864.0G0.400.4013940005582.0G0.260.2674612315312791948.0G0.330.336749225512792255.0G0.280.28909615112792554.0G0.240.241176386410212815.0Table 3
Mixture proportions of normal concrete.
Mixture IDW/CWater-binder ratioSand to aggregate ratioCompositions (kg/m3)BinderSandCoarse aggregateWaterWater reducerCementSFNC0.48S0.480.480.4550007008502405.40NC0.45S0.450.450.4550007008502206.00NC0.38S0.380.380.4550007008501908.80NC0.34S0.340.340.4550007008501709.60NC0.380.380.380.38400070011251523.00NC0.340.340.340.38400070011251364.25NC0.300.300.300.38400070011251204.25NC0.310.310.280.41600675508001876.75NC0.290.290.260.41600675508001736.75NC0.250.250.220.41600675508001478.00NC0.200.200.180.41600675508001208.00Table 4
Mixture proportions of ceramsite concrete.
Mixture IDW/CSand to aggregate ratioCompositions (kg/m3)BinderSandCeramsite aggregateWaterWater reducerCementFACC0.55-320.550.32380385083122090CC0.51-300.510.30380485303031930CC0.51-350.510.35380486073631930CC0.51-420.510.42380487433031930Table 5
Mixture proportions of foamed concrete.
Mixture IDW/CWater-binder ratioCompositions (kg/m3)BinderWaterFoaming agentCementGGBSFAFC0.600.600.45600801203603.60FC0.670.670.50600801204003.60FC0.910.910.504401602004003.60FC1.431.430.502802402804003.60


### 3.3. Test Methods and Sample Preparation

The compressive strength test was carried out conforming to BS EN 12390-3: 2009. The test specimens were prepared using standard metallic cube mould of size 10 cm × 10 cm × 10 cm and covered with plastic sheet after moulding for three days. After demoulding, all specimens were cured at >95% RH and 20 ± 2°C for 28 days. The compressive strength was calculated as the average of three test specimens. The specimens were experimented at room temperature of 20 ± 2°C with a relative humidity of 65%. Apparent relative density was determined after demoulding by weighting using electronic scale and volume calculation using checked dimensions.


## 3.1. Materials

P.I 42.5 Portland cement (PC) was used in accordance with Chinese national standard GB175-2007 (CEM I type Portland cement conforming to BS EN 197-1: 2011). Silica fume (SF) used has specific surface area of 16000 m2/kg. Ground granulated blast furnace slag (GGBS) has a particle size ranging from 0.5 μm to 125.8 μm. Fly ash with specific surface area of 380 m2/kg was used. The chemical composition of PC, SF, GGBS, and FA is shown in Table 1. Water reducer used is polycarboxylic acid superplasticizer. Coarse aggregates were crushed limestone aggregates with a maximum diameter of 30 mm and density of 2615 kg/m3. Local river sand with a maximum grain size of 5 mm and density of 2630 kg/m3 was adopted. Lightweight aggregates were expanded shale ceramsite aggregates with the maximum diameter of 20 mm and loose bulk density of 450 kg/m3. Animal protein foaming agent was used for foamed concrete.Table 1
Chemical composition of PC, SF, GGBS, and FA.
MaterialsChemical composition (%)Loss on ignition (%)SiO2Al2O3Fe2O3CaOMgOSO3Equivalent alkaliFree CaOCl−PC20.1320.133.6763.891.613.310.240.520.0352.50SF88.521.232.115.450.11————1.53GGBS36.5020.301.5431.405.312.500.29——1.59FA51.9828.375.644.300.840.95———6.03


## 3.2. Mixture Proportions

Mixture proportions of grout, normal concrete, ceramsite concrete, and foamed concrete are shown in Tables2–5, respectively. For grout, mixtures G0.20, G0.25, G0.30, and G0.40 are neat cement grouts. For normal concrete, silica fume is added in mixtures NC0.31, NC0.29, NC0.25, and NC0.20. For ceramsite concrete, the sand to aggregate ratio is changed from 32% to 42%. For foamed concrete, the water to cement ratio is changed from 0.60 to 1.43.Table 2
Mixture proportions of grout.
Mixture IDW/CCompositions (kg/m3)BinderSandWaterWater reducerCementSFGGBSG0.200.20193300038715G0.250.2517620004415.0G0.300.3016200004864.0G0.400.4013940005582.0G0.260.2674612315312791948.0G0.330.336749225512792255.0G0.280.28909615112792554.0G0.240.241176386410212815.0Table 3
Mixture proportions of normal concrete.
Mixture IDW/CWater-binder ratioSand to aggregate ratioCompositions (kg/m3)BinderSandCoarse aggregateWaterWater reducerCementSFNC0.48S0.480.480.4550007008502405.40NC0.45S0.450.450.4550007008502206.00NC0.38S0.380.380.4550007008501908.80NC0.34S0.340.340.4550007008501709.60NC0.380.380.380.38400070011251523.00NC0.340.340.340.38400070011251364.25NC0.300.300.300.38400070011251204.25NC0.310.310.280.41600675508001876.75NC0.290.290.260.41600675508001736.75NC0.250.250.220.41600675508001478.00NC0.200.200.180.41600675508001208.00Table 4
Mixture proportions of ceramsite concrete.
Mixture IDW/CSand to aggregate ratioCompositions (kg/m3)BinderSandCeramsite aggregateWaterWater reducerCementFACC0.55-320.550.32380385083122090CC0.51-300.510.30380485303031930CC0.51-350.510.35380486073631930CC0.51-420.510.42380487433031930Table 5
Mixture proportions of foamed concrete.
Mixture IDW/CWater-binder ratioCompositions (kg/m3)BinderWaterFoaming agentCementGGBSFAFC0.600.600.45600801203603.60FC0.670.670.50600801204003.60FC0.910.910.504401602004003.60FC1.431.430.502802402804003.60


## 3.3. Test Methods and Sample Preparation

The compressive strength test was carried out conforming to BS EN 12390-3: 2009. The test specimens were prepared using standard metallic cube mould of size 10 cm × 10 cm × 10 cm and covered with plastic sheet after moulding for three days. After demoulding, all specimens were cured at >95% RH and 20 ± 2°C for 28 days. The compressive strength was calculated as the average of three test specimens. The specimens were experimented at room temperature of 20 ± 2°C with a relative humidity of 65%. Apparent relative density was determined after demoulding by weighting using electronic scale and volume calculation using checked dimensions.


## 4. Results and Discussion

### 4.1. Respective Results and Discussion for Different Cement-Based Materials

#### 4.1.1. Grout

Simulations of Abrams’ law and Bolomey’s formula for grout were carried out, and the results are shown in Figure1. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9733 and 0.9637, respectively. Parameters a1 and a2 of Abrams’ law are 245 and 66. Parameters b1 and b2 of Bolomey’s formula are 26 and 19. Simulations of water-cement-density ratio law for grout were carried out, and the results are shown in Figure 2. Water-cement-density ratio law has a good simulation with R-square of 0.9776. Parameters d1, d2, and d3 of water-cement-density ratio law are 2.4, 200, and 2174, respectively. Water-cement-density ratio law includes both the water-cement ratio and apparent density of the cement-based material.Figure 1
Simulations of Abrams’ law and Bolomey’s formula for grout.Figure 2
Simulation of water-cement-density ratio law for grout.


#### 4.1.2. Normal Concrete

Simulations of Abrams’ law and Bolomey’s formula for normal concrete were carried out, and the results are shown in Figure3. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9070 and 0.9293, respectively. Parameters a1 and a2 of Abrams’ law are 287 and 79. Parameters b1 and b2 of Bolomey’s formula are 33 and 33. Simulations of water-cement-density ratio law for normal concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 4. Water-cement-density ratio law has a simulation with R-square of 0.6544 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. It also seemed that while water-cement ratio is higher than 0.3, the simulations are better because Abrams’ law is valid over the range of water-cement ratios of 0.30 to 1.20 [19, 20]. For low water-cement ratio, prediction of compressive strength is more complicated. The main reason is that for the cement-based material having high water-cement ratio, a part of mixing water does not participate in cement hydration and finally forms pores in hardened hydration products which will determine the mechanical properties evidently. On the contrary, for the cement-based material having low water-cement ratio, most of the mixing water participates in cement hydration and then does not form more pores in hardened hydration products. Generally speaking, for low porosity solid materials, more attention should be paid to the influence of chemical composition and load action form on material properties [21–23].Figure 3
Simulations of Abrams’ law and Bolomey’s formula for normal concrete.Figure 4
Simulation of water-cement-density ratio law for normal concrete.


#### 4.1.3. Ceramsite Concrete

Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete were carried out, and the results are shown in Figure5. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.0696. Parameters a1 and a2 of Abrams’ law are 116 and 58. Parameters b1 and b2 of Bolomey’s formula are 15.4 and 15.5. Simulations of water-cement-density ratio law for ceramsite concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 6. Water-cement-density ratio law has a simulation with R-square of 0.5112 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 5
Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete.Figure 6
Simulation of water-cement-density ratio law for ceramsite concrete.


#### 4.1.4. Foamed Concrete

Simulations of Abrams’ law and Bolomey’s formula for foamed concrete were carried out, and the results are shown in Figure7. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.1605 and 0.3985, respectively. Parameters a1 and a2 of Abrams’ law are 2.8 and 1.1. Parameters b1 and b2 of Bolomey’s formula are 0.35 and 2.12. Simulations of water-cement-density ratio law for foamed concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 8. Water-cement-density ratio law has a simulation with R-square of 0.8154 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 7
Simulations of Abrams’ law and Bolomey’s formula for foamed concrete.Figure 8
Simulation of water-cement-density ratio law for foamed concrete.


### 4.2. Results and Discussion for General Cement-Based Materials

#### 4.2.1. Abrams’ Law and Bolomey’s Formula

Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for all cement-based materials were carried out, and the results are shown in Figure9. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9391 and 0.8470, respectively. Parameters a1 and a2 of Abrams’ law are both 500. Parameters b1 and b2 of Bolomey’s formula are 28 and 29. Figure 9 shows that for ceramsite concrete and foamed concrete, simulations of Abrams’ law and Bolomey’s formula are not good. General simulation parameters are not uniform compared with the preceding individual simulations. Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for all cement-based materials were carried out, and the results are shown in Figure 10. Abrams’ law and Bolomey’s formula have simulations with R-square of 0.6210 and 0.7952, respectively. Parameters a1 and a2 of Abrams’ law are 987 and 5930. Parameters b1 and b2 of Bolomey’s formula are 62 and 119. Comparison of Figures 9 and 10 shows that the water-cement ratio law has a better simulation.Figure 9
Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for cement-based materials.Figure 10
Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for cement-based materials.


#### 4.2.2. Water-Cement-Density Ratio Law

Simulation of water-cement-density ratio law for all cement-based materials was carried out, and the results are shown in Figure11. Water-cement-density ratio law has a good simulation with R-square of 0.9976. Parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. General simulation parameters are uniform compared with the preceding individual simulations. Simulation of water-binder-density ratio law for all cement-based materials was carried out, and the results are shown in Figure 12. Water-binder-density ratio law has simulation with R-square of 0.9948. Parameters f1, f2, and f3 of water-binder-density ratio law are 1.6, 220, and 3333, respectively. Comparison of Figures 11 and 12 shows that the water-cement-density ratio law has a better simulation. It is reasonable to see that cement is still the main cementitious material in hydration and the hardening of cement hydration products determines mainly the mechanical properties of cement-based materials.Figure 11
Simulation of water-cement-density ratio law for all cement-based materials.Figure 12
Simulation of water-binder-density ratio law for all cement-based materials.


## 4.1. Respective Results and Discussion for Different Cement-Based Materials

### 4.1.1. Grout

Simulations of Abrams’ law and Bolomey’s formula for grout were carried out, and the results are shown in Figure1. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9733 and 0.9637, respectively. Parameters a1 and a2 of Abrams’ law are 245 and 66. Parameters b1 and b2 of Bolomey’s formula are 26 and 19. Simulations of water-cement-density ratio law for grout were carried out, and the results are shown in Figure 2. Water-cement-density ratio law has a good simulation with R-square of 0.9776. Parameters d1, d2, and d3 of water-cement-density ratio law are 2.4, 200, and 2174, respectively. Water-cement-density ratio law includes both the water-cement ratio and apparent density of the cement-based material.Figure 1
Simulations of Abrams’ law and Bolomey’s formula for grout.Figure 2
Simulation of water-cement-density ratio law for grout.


### 4.1.2. Normal Concrete

Simulations of Abrams’ law and Bolomey’s formula for normal concrete were carried out, and the results are shown in Figure3. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9070 and 0.9293, respectively. Parameters a1 and a2 of Abrams’ law are 287 and 79. Parameters b1 and b2 of Bolomey’s formula are 33 and 33. Simulations of water-cement-density ratio law for normal concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 4. Water-cement-density ratio law has a simulation with R-square of 0.6544 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. It also seemed that while water-cement ratio is higher than 0.3, the simulations are better because Abrams’ law is valid over the range of water-cement ratios of 0.30 to 1.20 [19, 20]. For low water-cement ratio, prediction of compressive strength is more complicated. The main reason is that for the cement-based material having high water-cement ratio, a part of mixing water does not participate in cement hydration and finally forms pores in hardened hydration products which will determine the mechanical properties evidently. On the contrary, for the cement-based material having low water-cement ratio, most of the mixing water participates in cement hydration and then does not form more pores in hardened hydration products. Generally speaking, for low porosity solid materials, more attention should be paid to the influence of chemical composition and load action form on material properties [21–23].Figure 3
Simulations of Abrams’ law and Bolomey’s formula for normal concrete.Figure 4
Simulation of water-cement-density ratio law for normal concrete.


### 4.1.3. Ceramsite Concrete

Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete were carried out, and the results are shown in Figure5. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.0696. Parameters a1 and a2 of Abrams’ law are 116 and 58. Parameters b1 and b2 of Bolomey’s formula are 15.4 and 15.5. Simulations of water-cement-density ratio law for ceramsite concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 6. Water-cement-density ratio law has a simulation with R-square of 0.5112 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 5
Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete.Figure 6
Simulation of water-cement-density ratio law for ceramsite concrete.


### 4.1.4. Foamed Concrete

Simulations of Abrams’ law and Bolomey’s formula for foamed concrete were carried out, and the results are shown in Figure7. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.1605 and 0.3985, respectively. Parameters a1 and a2 of Abrams’ law are 2.8 and 1.1. Parameters b1 and b2 of Bolomey’s formula are 0.35 and 2.12. Simulations of water-cement-density ratio law for foamed concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 8. Water-cement-density ratio law has a simulation with R-square of 0.8154 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 7
Simulations of Abrams’ law and Bolomey’s formula for foamed concrete.Figure 8
Simulation of water-cement-density ratio law for foamed concrete.


## 4.1.1. Grout

Simulations of Abrams’ law and Bolomey’s formula for grout were carried out, and the results are shown in Figure1. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9733 and 0.9637, respectively. Parameters a1 and a2 of Abrams’ law are 245 and 66. Parameters b1 and b2 of Bolomey’s formula are 26 and 19. Simulations of water-cement-density ratio law for grout were carried out, and the results are shown in Figure 2. Water-cement-density ratio law has a good simulation with R-square of 0.9776. Parameters d1, d2, and d3 of water-cement-density ratio law are 2.4, 200, and 2174, respectively. Water-cement-density ratio law includes both the water-cement ratio and apparent density of the cement-based material.Figure 1
Simulations of Abrams’ law and Bolomey’s formula for grout.Figure 2
Simulation of water-cement-density ratio law for grout.


## 4.1.2. Normal Concrete

Simulations of Abrams’ law and Bolomey’s formula for normal concrete were carried out, and the results are shown in Figure3. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9070 and 0.9293, respectively. Parameters a1 and a2 of Abrams’ law are 287 and 79. Parameters b1 and b2 of Bolomey’s formula are 33 and 33. Simulations of water-cement-density ratio law for normal concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 4. Water-cement-density ratio law has a simulation with R-square of 0.6544 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. It also seemed that while water-cement ratio is higher than 0.3, the simulations are better because Abrams’ law is valid over the range of water-cement ratios of 0.30 to 1.20 [19, 20]. For low water-cement ratio, prediction of compressive strength is more complicated. The main reason is that for the cement-based material having high water-cement ratio, a part of mixing water does not participate in cement hydration and finally forms pores in hardened hydration products which will determine the mechanical properties evidently. On the contrary, for the cement-based material having low water-cement ratio, most of the mixing water participates in cement hydration and then does not form more pores in hardened hydration products. Generally speaking, for low porosity solid materials, more attention should be paid to the influence of chemical composition and load action form on material properties [21–23].Figure 3
Simulations of Abrams’ law and Bolomey’s formula for normal concrete.Figure 4
Simulation of water-cement-density ratio law for normal concrete.


## 4.1.3. Ceramsite Concrete

Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete were carried out, and the results are shown in Figure5. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.0696. Parameters a1 and a2 of Abrams’ law are 116 and 58. Parameters b1 and b2 of Bolomey’s formula are 15.4 and 15.5. Simulations of water-cement-density ratio law for ceramsite concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 6. Water-cement-density ratio law has a simulation with R-square of 0.5112 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 5
Simulations of Abrams’ law and Bolomey’s formula for ceramsite concrete.Figure 6
Simulation of water-cement-density ratio law for ceramsite concrete.


## 4.1.4. Foamed Concrete

Simulations of Abrams’ law and Bolomey’s formula for foamed concrete were carried out, and the results are shown in Figure7. Abrams’ law and Bolomey’s formula both have bad simulations with R-square of 0.1605 and 0.3985, respectively. Parameters a1 and a2 of Abrams’ law are 2.8 and 1.1. Parameters b1 and b2 of Bolomey’s formula are 0.35 and 2.12. Simulations of water-cement-density ratio law for foamed concrete were carried out using the same simulation parameters of grout as shown in Figure 2, and the results are shown in Figure 8. Water-cement-density ratio law has a simulation with R-square of 0.8154 while parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively.Figure 7
Simulations of Abrams’ law and Bolomey’s formula for foamed concrete.Figure 8
Simulation of water-cement-density ratio law for foamed concrete.


## 4.2. Results and Discussion for General Cement-Based Materials

### 4.2.1. Abrams’ Law and Bolomey’s Formula

Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for all cement-based materials were carried out, and the results are shown in Figure9. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9391 and 0.8470, respectively. Parameters a1 and a2 of Abrams’ law are both 500. Parameters b1 and b2 of Bolomey’s formula are 28 and 29. Figure 9 shows that for ceramsite concrete and foamed concrete, simulations of Abrams’ law and Bolomey’s formula are not good. General simulation parameters are not uniform compared with the preceding individual simulations. Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for all cement-based materials were carried out, and the results are shown in Figure 10. Abrams’ law and Bolomey’s formula have simulations with R-square of 0.6210 and 0.7952, respectively. Parameters a1 and a2 of Abrams’ law are 987 and 5930. Parameters b1 and b2 of Bolomey’s formula are 62 and 119. Comparison of Figures 9 and 10 shows that the water-cement ratio law has a better simulation.Figure 9
Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for cement-based materials.Figure 10
Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for cement-based materials.


### 4.2.2. Water-Cement-Density Ratio Law

Simulation of water-cement-density ratio law for all cement-based materials was carried out, and the results are shown in Figure11. Water-cement-density ratio law has a good simulation with R-square of 0.9976. Parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. General simulation parameters are uniform compared with the preceding individual simulations. Simulation of water-binder-density ratio law for all cement-based materials was carried out, and the results are shown in Figure 12. Water-binder-density ratio law has simulation with R-square of 0.9948. Parameters f1, f2, and f3 of water-binder-density ratio law are 1.6, 220, and 3333, respectively. Comparison of Figures 11 and 12 shows that the water-cement-density ratio law has a better simulation. It is reasonable to see that cement is still the main cementitious material in hydration and the hardening of cement hydration products determines mainly the mechanical properties of cement-based materials.Figure 11
Simulation of water-cement-density ratio law for all cement-based materials.Figure 12
Simulation of water-binder-density ratio law for all cement-based materials.


## 4.2.1. Abrams’ Law and Bolomey’s Formula

Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for all cement-based materials were carried out, and the results are shown in Figure9. Abrams’ law and Bolomey’s formula both have good simulations with R-square of 0.9391 and 0.8470, respectively. Parameters a1 and a2 of Abrams’ law are both 500. Parameters b1 and b2 of Bolomey’s formula are 28 and 29. Figure 9 shows that for ceramsite concrete and foamed concrete, simulations of Abrams’ law and Bolomey’s formula are not good. General simulation parameters are not uniform compared with the preceding individual simulations. Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for all cement-based materials were carried out, and the results are shown in Figure 10. Abrams’ law and Bolomey’s formula have simulations with R-square of 0.6210 and 0.7952, respectively. Parameters a1 and a2 of Abrams’ law are 987 and 5930. Parameters b1 and b2 of Bolomey’s formula are 62 and 119. Comparison of Figures 9 and 10 shows that the water-cement ratio law has a better simulation.Figure 9
Simulations of Abrams’ law and Bolomey’s formula using water-cement ratio for cement-based materials.Figure 10
Simulations of Abrams’ law and Bolomey’s formula using water-binder ratio for cement-based materials.


## 4.2.2. Water-Cement-Density Ratio Law

Simulation of water-cement-density ratio law for all cement-based materials was carried out, and the results are shown in Figure11. Water-cement-density ratio law has a good simulation with R-square of 0.9976. Parameters d1, d2, and d3 of water-cement-density ratio law are controlled to 2.4, 200, and 2174, respectively. General simulation parameters are uniform compared with the preceding individual simulations. Simulation of water-binder-density ratio law for all cement-based materials was carried out, and the results are shown in Figure 12. Water-binder-density ratio law has simulation with R-square of 0.9948. Parameters f1, f2, and f3 of water-binder-density ratio law are 1.6, 220, and 3333, respectively. Comparison of Figures 11 and 12 shows that the water-cement-density ratio law has a better simulation. It is reasonable to see that cement is still the main cementitious material in hydration and the hardening of cement hydration products determines mainly the mechanical properties of cement-based materials.Figure 11
Simulation of water-cement-density ratio law for all cement-based materials.Figure 12
Simulation of water-binder-density ratio law for all cement-based materials.


## 5. Conclusions

Based on the results identified in this study, the following conclusions are drawn. The novel water-cement-density ratio law is proposed based on water-cement ratio law. Compared with Abrams’ law and Bolomey’s formula, the water-cement-density ratio law illustrates better simulations for the prediction of the 28-day standard curing compressive strength of cement-based materials including grout, normal concrete, ceramsite concrete, and foamed concrete designed in this contribution over the range of water-cement ratios of 0.20 to 1.40. The water-cement-density ratio law includes both the water-cement ratio and relative apparent density of the cement-based material. Relative apparent density of the cement-based material is an important one of all the factors determining the compressive strength of the cement-based material. The water-cement-density ratio law will be beneficial for the precise and generalized prediction of the 28-day standard curing compressive strength of cement-based materials. As a topic of future research, the effects of cement type and curing conditions on parameters of the water-cement-density ratio law should be studied.



---

*Source: 7302173-2020-07-13.xml*