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ScienceDirect

Available online at www.sciencedirect.comAvailable online at www.sciencedirect.com

ScienceDirect

Energy Procedia 00 (2017) 000–000

www.elsevier.com/locate/procedia

1876-6102 © 2017 The Authors. Published by Elsevier Ltd.

Peer-review under responsibility of the Scientific Committee of The 15th International Symposium on District Heating and Cooling.

The 15th International Symposium on District Heating and Cooling

Assessing the feasibility of using the heat demand-outdoor temperature function for a long-term district heat demand forecast

I. Andrić

a,b,c

*, A. Pina

a

, P. Ferrão

a

, J. Fournier

b

., B. Lacarrière

c

, O. Le Corre

c

aIN+ Center for Innovation, Technology and Policy Research - Instituto Superior Técnico, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal

bVeolia Recherche & Innovation, 291 Avenue Dreyfous Daniel, 78520 Limay, France

cDépartement Systèmes Énergétiques et Environnement - IMT Atlantique, 4 rue Alfred Kastler, 44300 Nantes, France

Abstract

District heating networks are commonly addressed in the literature as one of the most effective solutions for decreasing the greenhouse gas emissions from the building sector. These systems require high investments which are returned through the heat sales. Due to the changed climate conditions and building renovation policies, heat demand in the future could decrease, prolonging the investment return period.

The main scope of this paper is to assess the feasibility of using the heat demand – outdoor temperature function for heat demand forecast. The district of Alvalade, located in Lisbon (Portugal), was used as a case study. The district is consisted of 665 buildings that vary in both construction period and typology. Three weather scenarios (low, medium, high) and three district renovation scenarios were developed (shallow, intermediate, deep). To estimate the error, obtained heat demand values were compared with results from a dynamic heat demand model, previously developed and validated by the authors.

The results showed that when only weather change is considered, the margin of error could be acceptable for some applications (the error in annual demand was lower than 20% for all weather scenarios considered). However, after introducing renovation scenarios, the error value increased up to 59.5% (depending on the weather and renovation scenarios combination considered).

The value of slope coefficient increased on average within the range of 3.8% up to 8% per decade, that corresponds to the decrease in the number of heating hours of 22-139h during the heating season (depending on the combination of weather and renovation scenarios considered). On the other hand, function intercept increased for 7.8-12.7% per decade (depending on the coupled scenarios). The values suggested could be used to modify the function parameters for the scenarios considered, and improve the accuracy of heat demand estimations.

© 2017 The Authors. Published by Elsevier Ltd.

Peer-review under responsibility of the Scientific Committee of The 15th International Symposium on District Heating and Cooling.

Keywords:Heat demand; Forecast; Climate change

Energy Procedia 157 (2019) 568–577

1876-6102 © 2019 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

10.1016/j.egypro.2018.11.221

Available online at www.sciencedirect.com

ScienceDirect

Energy Procedia00 (2018) 000–000

www.elsevier.com/locate/procedia

1876-6102© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18, 19–21 September 2018, Athens, Greece

Study of the effect burnishing on superficial hardness and hardening of S355JR steel using experimental planning

Mounira Bourebia

a*

, Abdeldjalil

Bouri

a

, Hamid Hamadache

b

, Sihem Achouri

a

, Lakhdar.Laouar

c

, Amel.Gharbi

a

, Oualid. Ghelloudj

a

, Khadidja.Bouhamla

a

aIndustrial Technologies Research Center. CRTI. P.O.BOX 64,chéraga-16014, Algeria

bResearch Laboratory in Advanced Technologies and Mechanical Production (LRTAPM), Badji Mokhtar Annaba University, P.O. Box.12, 23000, Annaba, Algeria

cLaboratory of Industrial Mechanics, Badji Mokhtar University BP12 – Annaba, 2300, Algeria

Abstract

Surface hardness plays an important role in lifetime of a mechanical piece subjected to friction and wear. Indeed, the hardness can be improved by superficial plastic deformation processes (SDP), such as mechanical surface treatment

"MST", in particular the ball burnishing. However, the treatment result of is conditioned by mastery of operation thus ensuring treated piece good mechanical and geometric properties. Experimental work was carried out by applying the ball burnishing process on steel tensile specimens S355JR, in order to observe the influence of treatment parameters regime on surface hardness 'Hv' and the effect of latter on tensile behavior of this steel. Two parameters of regime were considered namely: burnishing force "Py" and number of passes "i". The relationship between these parameters and microhardness measured at "Hv" surface has been highlighting using factorial plans 22. Moreover a mathematical model has been obtained allowing prediction of response (Hv) as well as optimization of parameters of treatment regime. The experimental results showed that for surface hardness Hv it is possible to reach a 45% improvement rate for a burnishing force py = 20 Kgf and a number of passages i = 3 for this material.

Regarding behavior of material during tensile test, for a low burnishing force (py = 10N) and a number of passes (i

= 5), the section further weakening (S = 4.14), proof than ductility of material has decreased.

© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Keywords: Surface hardness, factorial designs, ball burnishing, mathematical model, tensile behaviour

*Corresponding author: mounirabourbia@gmail.com , m.bourebia@crti.dz

10.1016/j.egypro.2018.11.221

© 2019 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

1876-6102 Available online at www.sciencedirect.com

ScienceDirect

Energy Procedia00 (2018) 000–000

www.elsevier.com/locate/procedia

1876-6102© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18, 19–21 September 2018, Athens, Greece

Study of the effect burnishing on superficial hardness and hardening of S355JR steel using experimental planning

Mounira Bourebia

a*

, Abdeldjalil

Bouri

a

, Hamid Hamadache

b

, Sihem Achouri

a

, Lakhdar.Laouar

c

, Amel.Gharbi

a

, Oualid. Ghelloudj

a

, Khadidja.Bouhamla

a

aIndustrial Technologies Research Center. CRTI. P.O.BOX 64,chéraga-16014, Algeria

bResearch Laboratory in Advanced Technologies and Mechanical Production (LRTAPM), Badji Mokhtar Annaba University, P.O. Box.12, 23000, Annaba, Algeria

cLaboratory of Industrial Mechanics, Badji Mokhtar University BP12 – Annaba, 2300, Algeria

Abstract

Surface hardness plays an important role in lifetime of a mechanical piece subjected to friction and wear. Indeed, the hardness can be improved by superficial plastic deformation processes (SDP), such as mechanical surface treatment

"MST", in particular the ball burnishing. However, the treatment result of is conditioned by mastery of operation thus ensuring treated piece good mechanical and geometric properties. Experimental work was carried out by applying the ball burnishing process on steel tensile specimens S355JR, in order to observe the influence of treatment parameters regime on surface hardness 'Hv' and the effect of latter on tensile behavior of this steel. Two parameters of regime were considered namely: burnishing force "Py" and number of passes "i". The relationship between these parameters and microhardness measured at "Hv" surface has been highlighting using factorial plans 22. Moreover a mathematical model has been obtained allowing prediction of response (Hv) as well as optimization of parameters of treatment regime. The experimental results showed that for surface hardness Hv it is possible to reach a 45% improvement rate for a burnishing force py = 20 Kgf and a number of passages i = 3 for this material.

Regarding behavior of material during tensile test, for a low burnishing force (py = 10N) and a number of passes (i

= 5), the section further weakening (S = 4.14), proof than ductility of material has decreased.

© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Keywords: Surface hardness, factorial designs, ball burnishing, mathematical model, tensile behaviour

*Corresponding author: mounirabourbia@gmail.com , m.bourebia@crti.dz

2 Author name / Energy Procedia 00 (2018) 000–000

1. Introduction

In service , the pieces surfaces are most exposed to different external stresses which often lead to altering service life of structural elements [1, 2 Thus a careful physico-geometrical state of superficial layers is more and more valued to guarantee the high-characteristic pieces [3, 4] and consequently a proper functioning of mechanisms in which they are mounted. To improve service life and performance of mechanical structures, the implementation methods more and more modern are used, which modify basic properties of material such as mechanical surface treatments (MST). The ball-burnishing process which is part of this treatment family finds wide applications in various pieces manufacturing ranges even to point of sometimes provide alternatives to conventional processes by chip removal. Following a surface plastic deformation of pieces mechanical, the process allows it possible, by same action, to combine a superficial hardening [5-7], a structural modification [8], the introduction of residual compression stresses, and a geometric surface condition that is often close to or better than that resulting from some finishing processes by chip removal [9-10]. These simultaneous effects often result in greater resistance to wear, corrosion and fatigue [11-13]. This work allows quantifying the work hardening of steel S355 JR having undergone treatment by burnishing. The effect of treatment is estimated through measurement of surface hardness (Hv) and tensile behavior at rupture time of this steel. The influence of two main burnishing parameters, in this case number of tools passes (i) and burnishing force (Py), was demonstrated by means of response surface methodology (RSM) carried out with a complete plan multifactorial experiences type 22. A mathematical model has been established for this purpose to predict surface hardness (Hv) as a function of treatment parameters (Py and i).

2. Materials and methods 2.1 Material

The material used is S355 JR steel supplied in form of cylindrical bars. This steel, like all medium carbon steels, is used in general construction. The sample intended for determination of chemical composition is prepared according to ISO 14284 (FIG. 1). The results of chemical analysis are shown in Table 1.

Table 1. Chemical composition of S355 JR

% elements

C S Al Si P V Cr Mn Ni Cu Mo

0,188 0,003 0,0273 0,2314 0,0051 0 ,00327 0,1571 1,053 0,0548 0,0575 0,0297

Mechanical characteristics Hv=237.3, Rm =523,6 N/mm2, Re=365,6 N/mm2, A=30,0%.

2.2 Experimental methodology

The experimental stage was based on a 22 factorial design and the Response Surface Methodology. Two parameters (Py and i) at two levels each (high and low) have been selected within limits of their variation domains [14]. To do this, in the study field they form (Fig. 1); these parameters were coded and combined with each other according to following experimental design (Table 2).

(2)

Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577 569 Available online at www.sciencedirect.com

ScienceDirect

Energy Procedia00 (2018) 000–000

www.elsevier.com/locate/procedia

1876-6102© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18, 19–21 September 2018, Athens, Greece

Study of the effect burnishing on superficial hardness and hardening of S355JR steel using experimental planning

Mounira Bourebia

a*

, Abdeldjalil

Bouri

a

, Hamid Hamadache

b

, Sihem Achouri

a

, Lakhdar.Laouar

c

, Amel.Gharbi

a

, Oualid. Ghelloudj

a

, Khadidja.Bouhamla

a

aIndustrial Technologies Research Center. CRTI. P.O.BOX 64,chéraga-16014, Algeria

bResearch Laboratory in Advanced Technologies and Mechanical Production (LRTAPM), Badji Mokhtar Annaba University, P.O. Box.12, 23000, Annaba, Algeria

cLaboratory of Industrial Mechanics, Badji Mokhtar University BP12 – Annaba, 2300, Algeria

Abstract

Surface hardness plays an important role in lifetime of a mechanical piece subjected to friction and wear. Indeed, the hardness can be improved by superficial plastic deformation processes (SDP), such as mechanical surface treatment

"MST", in particular the ball burnishing. However, the treatment result of is conditioned by mastery of operation thus ensuring treated piece good mechanical and geometric properties. Experimental work was carried out by applying the ball burnishing process on steel tensile specimens S355JR, in order to observe the influence of treatment parameters regime on surface hardness 'Hv' and the effect of latter on tensile behavior of this steel. Two parameters of regime were considered namely: burnishing force "Py" and number of passes "i". The relationship between these parameters and microhardness measured at "Hv" surface has been highlighting using factorial plans 22. Moreover a mathematical model has been obtained allowing prediction of response (Hv) as well as optimization of parameters of treatment regime. The experimental results showed that for surface hardness Hv it is possible to reach a 45% improvement rate for a burnishing force py = 20 Kgf and a number of passages i = 3 for this material.

Regarding behavior of material during tensile test, for a low burnishing force (py = 10N) and a number of passes (i

= 5), the section further weakening (S = 4.14), proof than ductility of material has decreased.

© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Keywords: Surface hardness, factorial designs, ball burnishing, mathematical model, tensile behaviour

*Corresponding author: mounirabourbia@gmail.com , m.bourebia@crti.dz Available online at www.sciencedirect.com

ScienceDirect

Energy Procedia00 (2018) 000–000

www.elsevier.com/locate/procedia

1876-6102© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18, 19–21 September 2018, Athens, Greece

Study of the effect burnishing on superficial hardness and hardening of S355JR steel using experimental planning

Mounira Bourebia

a*

, Abdeldjalil

Bouri

a

, Hamid Hamadache

b

, Sihem Achouri

a

, Lakhdar.Laouar

c

, Amel.Gharbi

a

, Oualid. Ghelloudj

a

, Khadidja.Bouhamla

a

aIndustrial Technologies Research Center. CRTI. P.O.BOX 64,chéraga-16014, Algeria

bResearch Laboratory in Advanced Technologies and Mechanical Production (LRTAPM), Badji Mokhtar Annaba University, P.O. Box.12, 23000, Annaba, Algeria

cLaboratory of Industrial Mechanics, Badji Mokhtar University BP12 – Annaba, 2300, Algeria

Abstract

Surface hardness plays an important role in lifetime of a mechanical piece subjected to friction and wear. Indeed, the hardness can be improved by superficial plastic deformation processes (SDP), such as mechanical surface treatment

"MST", in particular the ball burnishing. However, the treatment result of is conditioned by mastery of operation thus ensuring treated piece good mechanical and geometric properties. Experimental work was carried out by applying the ball burnishing process on steel tensile specimens S355JR, in order to observe the influence of treatment parameters regime on surface hardness 'Hv' and the effect of latter on tensile behavior of this steel. Two parameters of regime were considered namely: burnishing force "Py" and number of passes "i". The relationship between these parameters and microhardness measured at "Hv" surface has been highlighting using factorial plans 22. Moreover a mathematical model has been obtained allowing prediction of response (Hv) as well as optimization of parameters of treatment regime. The experimental results showed that for surface hardness Hv it is possible to reach a 45% improvement rate for a burnishing force py = 20 Kgf and a number of passages i = 3 for this material.

Regarding behavior of material during tensile test, for a low burnishing force (py = 10N) and a number of passes (i

= 5), the section further weakening (S = 4.14), proof than ductility of material has decreased.

© 2018 The Authors. Published by Elsevier Ltd.

This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Selection and peer-review under responsibility of the scientific committee of Technologies and Materials for Renewable Energy, Environment and Sustainability, TMREES18.

Keywords: Surface hardness, factorial designs, ball burnishing, mathematical model, tensile behaviour

*Corresponding author: mounirabourbia@gmail.com , m.bourebia@crti.dz

2 Author name / Energy Procedia 00 (2018) 000–000

1. Introduction

In service , the pieces surfaces are most exposed to different external stresses which often lead to altering service life of structural elements [1, 2 Thus a careful physico-geometrical state of superficial layers is more and more valued to guarantee the high-characteristic pieces [3, 4] and consequently a proper functioning of mechanisms in which they are mounted. To improve service life and performance of mechanical structures, the implementation methods more and more modern are used, which modify basic properties of material such as mechanical surface treatments (MST). The ball-burnishing process which is part of this treatment family finds wide applications in various pieces manufacturing ranges even to point of sometimes provide alternatives to conventional processes by chip removal. Following a surface plastic deformation of pieces mechanical, the process allows it possible, by same action, to combine a superficial hardening [5-7], a structural modification [8], the introduction of residual compression stresses, and a geometric surface condition that is often close to or better than that resulting from some finishing processes by chip removal [9-10]. These simultaneous effects often result in greater resistance to wear, corrosion and fatigue [11-13]. This work allows quantifying the work hardening of steel S355 JR having undergone treatment by burnishing. The effect of treatment is estimated through measurement of surface hardness (Hv) and tensile behavior at rupture time of this steel. The influence of two main burnishing parameters, in this case number of tools passes (i) and burnishing force (Py), was demonstrated by means of response surface methodology (RSM) carried out with a complete plan multifactorial experiences type 22. A mathematical model has been established for this purpose to predict surface hardness (Hv) as a function of treatment parameters (Py and i).

2. Materials and methods 2.1 Material

The material used is S355 JR steel supplied in form of cylindrical bars. This steel, like all medium carbon steels, is used in general construction. The sample intended for determination of chemical composition is prepared according to ISO 14284 (FIG. 1). The results of chemical analysis are shown in Table 1.

Table 1. Chemical composition of S355 JR

% elements

C S Al Si P V Cr Mn Ni Cu Mo

0,188 0,003 0,0273 0,2314 0,0051 0 ,00327 0,1571 1,053 0,0548 0,0575 0,0297

Mechanical characteristics Hv=237.3, Rm =523,6 N/mm2, Re=365,6 N/mm2, A=30,0%.

2.2 Experimental methodology

The experimental stage was based on a 22 factorial design and the Response Surface Methodology. Two parameters (Py and i) at two levels each (high and low) have been selected within limits of their variation domains [14]. To do this, in the study field they form (Fig. 1); these parameters were coded and combined with each other according to following experimental design (Table 2).

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570 Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577Author name / EnergyProcedia 00 (2018) 000–000 3

Table 2. Experience matrix

The output response (y) which expresses superficiel hardness (Hv) is predicted from a first-degree polynomial mathematical model with interactions (Eq.1).

� � �� �𝑋𝑋� �𝑋𝑋� ���𝑋𝑋𝑋𝑋 (1) a0: constant coefficient of the model;

- a1: coefficient of factor 1;

- a2: coefficient of factor 2;

- a12: coefficient of term x1x2;

- Y: response

2.3 Experimental procedure

Given the experiments design 22, four test pieces (Figure 2) were taken from cylindrical bars of length L = 130 mm and diameter D = 12 mm have been prepared according to ISO 6892-1 standard on universal turn ALMO Type SN.

The tensile tests were performed at URASM / CRTI laboratory on a ZKNICK 1476 test machine with 10KN capacities (Figure 3).

TEST N°. Py (kgf)

X 1 i

X2

1 -1 -1

2 +1 -1

3 -1 +1

4 +1 +1

Livel - 10 3

Livel + 20 5

Fig. 1. Definition of study field by experimental points

-1 +1

-1 +1

Coded Factor X1

Coded factor X2

Field of study

1 2

3 4

4 Author name / Energy Procedia 00 (2018) 000–000

Beforehand, specimens underwent burnishing treatment on a universal lathe (Fig. 4) by means of a diamond point under a work piece rotation frequency «n = 560 rpm" [15] and a burnishing feed f = 0.054 mm rev−1 and under an abundant lubrication by means of a SAE20 oil emulsion [16]. The burnishing force (Py) and number of burnishing tool passes (i) being variable as mentioned above (Table 2).

The surface hardness Hv was measured with a micro durometer type Matsuzawa MXT70 (Fig. 5) under a load 200 grams force.

Fig. 2. Steel tensile test pieces.

Fig. 4. Burnishing operation

Fig. 5. (a) Matsuzawa Microdurometer (MXT70), (b) footprint

a) b)

Fig. 3. Traction machine ZWICK 1476 10KN

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Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577 571

Author name / EnergyProcedia 00 (2018) 000–000 3

Table 2. Experience matrix

The output response (y) which expresses superficiel hardness (Hv) is predicted from a first-degree polynomial mathematical model with interactions (Eq.1).

� � �� �𝑋𝑋� �𝑋𝑋� ���𝑋𝑋𝑋𝑋 (1) a0: constant coefficient of the model;

- a1: coefficient of factor 1;

- a2: coefficient of factor 2;

- a12: coefficient of term x1x2;

- Y: response

2.3 Experimental procedure

Given the experiments design 22, four test pieces (Figure 2) were taken from cylindrical bars of length L = 130 mm and diameter D = 12 mm have been prepared according to ISO 6892-1 standard on universal turn ALMO Type SN.

The tensile tests were performed at URASM / CRTI laboratory on a ZKNICK 1476 test machine with 10KN capacities (Figure 3).

TEST N°. Py (kgf)

X 1 i

X2

1 -1 -1

2 +1 -1

3 -1 +1

4 +1 +1

Livel - 10 3

Livel + 20 5

Fig. 1. Definition of study field by experimental points

-1 +1

-1 +1

Coded Factor X1

Coded factor X2

Field of study

1 2

3 4

4 Author name / Energy Procedia 00 (2018) 000–000

Beforehand, specimens underwent burnishing treatment on a universal lathe (Fig. 4) by means of a diamond point under a work piece rotation frequency «n = 560 rpm" [15] and a burnishing feed f = 0.054 mm rev−1 and under an abundant lubrication by means of a SAE20 oil emulsion [16]. The burnishing force (Py) and number of burnishing tool passes (i) being variable as mentioned above (Table 2).

The surface hardness Hv was measured with a micro durometer type Matsuzawa MXT70 (Fig. 5) under a load 200 grams force.

Fig. 2. Steel tensile test pieces.

Fig. 4. Burnishing operation

Fig. 5. (a) Matsuzawa Microdurometer (MXT70), (b) footprint

a) b)

Fig. 3. Traction machine ZWICK 1476 10KN

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572 Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577

Author name / EnergyProcedia 00 (2018) 000–000 5

Measurements were taken before and after burnishing and the results are shown in Table 3.

Table3. Conduct of tests and experimental results

TEST N° Burnishing force Py (kgf)

Number of burnishing tool passes ( i)

Hardness Hv

Machined  Burnished  Improvement Rate  

10  226,6  317,2  40% 

20  211,9  307,5  45% 

10  239,7  318,0  33% 

20  229,4  291,8  27% 

3. Mathematical model

The "Hv" measurement results obtained after burnishing were used to deduce a mathematical model (Eq.2) allowing output response prediction (Y) as a function of input factors (Xi) their interaction (Xij).

Yi=ao+aiXi+ajXj +aijXiXj (2) The matrix notation of this equation is given in Table 4.

Table 4. Effects calculating matrix TEST

Constant a0

Factor X1

Factor X2

Interaction X1 X2

Response Yi

+1  ‐1  ‐1  +1  Y1 

+1  +1  ‐1  ‐1  Y2 

+1  ‐1  +1  ‐1  Y3 

+1  +1  +1  +1  Y4 

The influence degree of each parameter can be estimated from the constants a0, ai, aj and aij which can be calculated by following equation system (Eq.3).

a0 = [Y1+Y2+Y3+Y4]

a1= [-Y1+Y2-Y3+Y4] (3) a2= [-Y1-Y2+Y3+Y4]

a12= [Y1-Y2-Y3+Y4]

In this case, this system resolution enable it possible to response predict Y (for Hv) at any point in study field covered by factors X1 (for Py) and X2, (for i). The result in reduced centered values is given by (Eq.4).

Hv � �0���2� � ����� X� ���2�X� ��12� XX (4)

6 Author name / Energy Procedia 00 (2018) 000–000

4. Results and interpretation

4.1 Effect of burnishing on micro-hardness "Hv"

Burnishing confer at surface a improvement hardness superficial. This result concord well that of works [11] [12]

[17]. The resulting superficial layers of turning were characterized by a micro-hardness between 211.9 HV and 239.7. After superficial treatment, an improvement rate between 27% and 45% was observed (Fig. 6). This increase in surface hardness is due to fact that burnishing created by plastic deformation of new superficial layers hardened with fine texture and elongated.

4. 2 Effect of treatment regime on surface hardness "Hv"

Surface mechanical treatments (SMT) give the surfaces a high hardness, allowing them better resistance to fatigue, corrosion and wear according to [18]. The effect of treatment parameters on surface hardness Hv can be evaluated by iso-response curve shown in Figure 7a. It is observed that number of burnishing tool passes does not affect the hardness Hv when burnishing force is taken at its low level. In this case the hardness values oscillate between 317.2 ÷ 318 Hv (Fig. 7b). This can be explained by fact that passage of ball under a low charge with several passes (i = 3 ÷ 5) [17] generates by plastic deformation of superficial layers more reinforced, which results in an increase the surface hardness. On other hand, if burnishing force (Py) is at its maximum level, the interaction of number of burnishing tool passes is remarkable (Fig. 7c). Thus, considering low level of this factor (i = 3) superficial hardness Hv decreases to a value of 307.5, and up to a value of 291.8 if it is taken at high level (i = 5).

Under high load burnishing, the material appears to be over-hardening, the ball ironing seems to even alter superficial layers and to soften them, hence Hv reduced [19].

NB: in the iso-reponses curves, the value of "X" corresponds to factor X1 (Py stress) "Y" is factor X2 (number of passes i) and "Z" is Response (Hv).

0 50 100 150 200 250 300 350

1 2 3 4

226.6

211.9

239.7

229.4

317.2 307.5 318

291.8

40 45

33 27

Surface hardness "Hv"

Samples according to  order of  tests

" Machined"

"Burnished"  Improvement rate %

Fig. 6. Evolution of superficial hardness "Hv" for different tests

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Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577 573

Author name / EnergyProcedia 00 (2018) 000–000 5

Measurements were taken before and after burnishing and the results are shown in Table 3.

Table3. Conduct of tests and experimental results

TEST N° Burnishing force Py (kgf)

Number of burnishing tool passes ( i)

Hardness Hv

Machined  Burnished  Improvement Rate  

10  226,6  317,2  40% 

20  211,9  307,5  45% 

10  239,7  318,0  33% 

20  229,4  291,8  27% 

3. Mathematical model

The "Hv" measurement results obtained after burnishing were used to deduce a mathematical model (Eq.2) allowing output response prediction (Y) as a function of input factors (Xi) their interaction (Xij).

Yi=ao+aiXi+ajXj +aijXiXj (2) The matrix notation of this equation is given in Table 4.

Table 4. Effects calculating matrix TEST

Constant a0

Factor X1

Factor X2

Interaction X1 X2

Response Yi

+1  ‐1  ‐1  +1  Y1 

+1  +1  ‐1  ‐1  Y2 

+1  ‐1  +1  ‐1  Y3 

+1  +1  +1  +1  Y4 

The influence degree of each parameter can be estimated from the constants a0, ai, aj and aij which can be calculated by following equation system (Eq.3).

a0 = [Y1+Y2+Y3+Y4]

a1= [-Y1+Y2-Y3+Y4] (3) a2= [-Y1-Y2+Y3+Y4]

a12= [Y1-Y2-Y3+Y4]

In this case, this system resolution enable it possible to response predict Y (for Hv) at any point in study field covered by factors X1 (for Py) and X2, (for i). The result in reduced centered values is given by (Eq.4).

Hv � �0���2� � ����� X� ���2�X� ��12� XX (4)

6 Author name / Energy Procedia 00 (2018) 000–000

4. Results and interpretation

4.1 Effect of burnishing on micro-hardness "Hv"

Burnishing confer at surface a improvement hardness superficial. This result concord well that of works [11] [12]

[17]. The resulting superficial layers of turning were characterized by a micro-hardness between 211.9 HV and 239.7. After superficial treatment, an improvement rate between 27% and 45% was observed (Fig. 6). This increase in surface hardness is due to fact that burnishing created by plastic deformation of new superficial layers hardened with fine texture and elongated.

4. 2 Effect of treatment regime on surface hardness "Hv"

Surface mechanical treatments (SMT) give the surfaces a high hardness, allowing them better resistance to fatigue, corrosion and wear according to [18]. The effect of treatment parameters on surface hardness Hv can be evaluated by iso-response curve shown in Figure 7a. It is observed that number of burnishing tool passes does not affect the hardness Hv when burnishing force is taken at its low level. In this case the hardness values oscillate between 317.2 ÷ 318 Hv (Fig. 7b). This can be explained by fact that passage of ball under a low charge with several passes (i = 3 ÷ 5) [17] generates by plastic deformation of superficial layers more reinforced, which results in an increase the surface hardness. On other hand, if burnishing force (Py) is at its maximum level, the interaction of number of burnishing tool passes is remarkable (Fig. 7c). Thus, considering low level of this factor (i = 3) superficial hardness Hv decreases to a value of 307.5, and up to a value of 291.8 if it is taken at high level (i = 5).

Under high load burnishing, the material appears to be over-hardening, the ball ironing seems to even alter superficial layers and to soften them, hence Hv reduced [19].

NB: in the iso-reponses curves, the value of "X" corresponds to factor X1 (Py stress) "Y" is factor X2 (number of passes i) and "Z" is Response (Hv).

0 50 100 150 200 250 300 350

1 2 3 4

226.6

211.9

239.7

229.4

317.2 307.5 318

291.8

40 45

33 27

Surface hardness "Hv"

Samples according to  order of  tests

" Machined"

"Burnished"

 Improvement rate %

Fig. 6. Evolution of superficial hardness "Hv" for different tests

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574 Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577Author name / EnergyProcedia 00 (2018) 000–000 7

Hv

Field study

Fig. 7. Effect of burnishing parameters on superficial hardness "Hv"

a)

c) b)

Hv Hv

8 Author name / Energy Procedia 00 (2018) 000–000

4.3 Effect of hardening on fracture facies

The way in which the material was hardened in burnishing process was characterized by an observation of relative decrease of initial and final sections. Thus, it appears from morphological analysis of break during its tensile test that material develops a necking phenomenon before breaking under all treatment conditions. The fracture surface is often inclined or mixed, presenting a nerve rupture character even if cup is large and incomplete in machining case. This testifies to ductile nature of a soft material of very good quality capable of undergoing the plastic superficial deformation induced by burnishing (Fig. 8).

Under all conditions of treatment, the state of plane stresses is predominant in surfaces from where shear of ductile lips leading to a mechanism of fracture by sliding, however, at heart of material, the state of plane deformation is predominant one which leads to a cleavage failure (mode I) marked by a nearly plane fracture surface. The area of section broken by cleavage (Ac) is variable with burnishing parameters (Fig. 9). In machining state it represents 59.6% of final section after necking (As). After burnishing, it is estimated between 57.6% and 61.7%. A low number of passes, the increase of Py causes a reduction of final section (necking), which is not case if the number of passes increases to 5, since in this case, when Py converges from 10 to 20 the occupation rate of cleaved section increases from 57.6 to 60.8%. This is probably due to hardening phenomenon of which intensifies with increase of these two parameters (i and Py). Otherwise, the combination of lower burnishing force (Py = 10 kgf) to greatest number of on (i = 5) contributes to further shorten the material at its weakest section to mark more necking. This suggests that in these conditions burnishing, the metal flow is easier and the material becomes even more ductile compared to its machining state.

Fig. 8. Morphology of steel breaking S355JR

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Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577 575

Author name / EnergyProcedia 00 (2018) 000–000 7

Hv

Field study

Fig. 7. Effect of burnishing parameters on superficial hardness "Hv"

a)

c) b)

Hv Hv

8 Author name / Energy Procedia 00 (2018) 000–000

4.3 Effect of hardening on fracture facies

The way in which the material was hardened in burnishing process was characterized by an observation of relative decrease of initial and final sections. Thus, it appears from morphological analysis of break during its tensile test that material develops a necking phenomenon before breaking under all treatment conditions. The fracture surface is often inclined or mixed, presenting a nerve rupture character even if cup is large and incomplete in machining case. This testifies to ductile nature of a soft material of very good quality capable of undergoing the plastic superficial deformation induced by burnishing (Fig. 8).

Under all conditions of treatment, the state of plane stresses is predominant in surfaces from where shear of ductile lips leading to a mechanism of fracture by sliding, however, at heart of material, the state of plane deformation is predominant one which leads to a cleavage failure (mode I) marked by a nearly plane fracture surface. The area of section broken by cleavage (Ac) is variable with burnishing parameters (Fig. 9). In machining state it represents 59.6% of final section after necking (As). After burnishing, it is estimated between 57.6% and 61.7%. A low number of passes, the increase of Py causes a reduction of final section (necking), which is not case if the number of passes increases to 5, since in this case, when Py converges from 10 to 20 the occupation rate of cleaved section increases from 57.6 to 60.8%. This is probably due to hardening phenomenon of which intensifies with increase of these two parameters (i and Py). Otherwise, the combination of lower burnishing force (Py = 10 kgf) to greatest number of on (i = 5) contributes to further shorten the material at its weakest section to mark more necking. This suggests that in these conditions burnishing, the metal flow is easier and the material becomes even more ductile compared to its machining state.

Fig. 8. Morphology of steel breaking S355JR

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576 Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577Author name / EnergyProcedia 00 (2018) 000–000 9

0.596

0.617

0.61

0.576

0.608

0.55 0.56 0.57 0.58 0.59 0.6 0.61 0.62 0.63

Machined Burnished 1 Burnished 2 Burnished 3 Burnished 4 Ac/As

4. Conclusion

In light of experimental results, the burnishing process, which by acting by plastic deformation of surface layers of steel S355 JR allowed to further consolidate and improve superficial hardness Hv. the methodology of factorial plans 22 contributes quantitatively to effects of burnishing on superficial hardness Hv. The following conclusions can be drawn.

- Mathematical model developed allowed to predict the surface hardness "Hv" according to parameters of treatment (Py and i) in field of study.

- Burnishing force "Py" has a significant effect on micro hardness "Hv". Indeed, for Py =10kgf and whatever number of passes "i", "Hv" is improved for achieve a value of 318 for i = 5;

- High loads, Py = 20kgf combined with a high number of passes i = 5 tend to decrease "Hv";

- Iso-response curve derived from numerical simulation contributed more clearly to analysis of the effects of treatment parameters (input factors) on response studied (Hv);

- Failure facies Analysis confirmed the material ductile appearance and allowed to judge its ductility according burnishing parameters.

References

[1] Noël Brutiniére ," Introduction to Tribology" Institut Pprime-Futuroscope, Parie, France, (2015).

[2] L.Laouar, "Mechanical surface treatment by burnishing XC48 and XC18 steels - Optimization and characterization"PhD thesis; University of Annaba, (2007).

[3] Renouf. M "Analysis and observation technique applied to tribology" Reference 42466210 Ref TRI2800, (2010).

[4] Hans Jörg. M, Bergmann. E, Gras. R," Analysis and technology of surfaces: thin layers and tribology", ISBN 2880744547 URL, (2003) https://books.google.fr/books.,

[5]M. Bourebia, Hichem Bounezour, L. Laouar, H. Hamadache, "Evaluation of surface quality by Fractal Dimension and Volume Parameters", Revue Synthèse, vol33 , 2016.

[6]Hamadache H., Zemouri Z., Laouar L & Dominiak S., "Improvement of surface conditions of 36 Cr Ni Mo 6 steel by ball burnishing process". Journal of Mechanical Science and Technology 28 (4) , (2014),1491~1498.

[7] M. h. el-axir & M. m. el-khabeery "ball burnishing process optimization for aluminum alloy using taguchi technique", International Journal of Mechanical Engineering (IJME) Vol. 3, Issue 1, (2014), p 1-14

Fig. 9. Influence of burnishing on ductility of steel S355JR

10 Author name / Energy Procedia 00 (2018) 000–000

[8] Hamadache Hamid, Zemouri Zahia, Touati Ramdane, Serge Dominiak “ Plastic Instability of the C35 Steel under Mechanical Surface

Treatment Effect” Energy and Environmental Engineering Vol. 4(4), pp. 56 – 60.

[9] Alberto Saldaña-Roblesa , Héctor Plascencia-Morab , Eduardo Aguilera-Gómezb , Adriana Saldaña-Roblesa , Alfredo Marquez-Herreraa , José Angel Diosdado-De la Peñab “Influence of ball-burnishing on roughness, hardness and corrosion resistance of AISI 1045 steel” Surface and Coating Technology, Volume 339, 2018 pp191-198.

[10] Marek Kowalik, and Tomasz Trzepiecinski, “A Method of Increasing the Depth of the Plastically Deformed Layer in the Roller Burnishing Process” AIP conference proceeding, Volume 1960, Issue 1, 2018.

[11] Devaraya, G., Shetty, R., and Srinivas, S. (2016). "Wear resistance enhancement of titanium alloy (Ti–6Al–4V ) by ball burnishing process".

Integrative Medicine Research https://doi.org/101016/j.jmrt.2016.03.007

[12] Grocha D, Berczy S, Grz Z "Modeling of burnishing thermally toughened X42CrMo4 steel with a ceramic ZrO 2 ball" Science Direct 7:

(2017) 2–9 https://doi.org/10.1016/j.acme.2017.04.009

[13] Hiegemann L., Weddeling C., Ben Khalifa N & Tekkaya A.E., "Prediction of roughness after ball burnishing of thermally coated surfaces", Journal of Materials Processing Technology, Volume 217, (2015), P 193-201.

[14] Jaques Goupy, "Plans d’expériences pour surfaces de réponse", Dunod Paris (1999).

[15] ElAxir M H., & al "Study on the inner surface finishing of aluminum alloy 2014 by ball burnishing", Journal of Materials Processing Technology, 202,(2008), p435–442.

[16] M. Bourebia, L. Laouar, H. Hamadache and S. Dominiak, "Improvement of surface finish by ball burnishing: approach by fractal dimension", Surface Engineering, issue 20, 2016, p1-8.

[17] Ugur Esme, “Use of grey based Taguchi method in ball burnishing process for the optimization of surface roughness and microhardness of AA7075 aluminum alloy”, MTAEC 9, Materials and technology 44 (2010) , 129–135

[18] Kazimiera Konefal et al "Improved corrosion resistance of stainless steel X6CrNiMoTi17-12-2 by slide diamond burnishing", journal of Materials Processing Technology, Volume 213, Issue 11, (2013) ,P 1997-2004.

[19] Deepak Mahajan, Ravindra Tajane "A Review on Ball Burnishing Process" International Journal of Scientific and Research Publications, Volume 3, Issue 4,(2013).

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Mounira Bourebia et al. / Energy Procedia 157 (2019) 568–577 577

Author name / EnergyProcedia 00 (2018) 000–000 9

0.596

0.617

0.61

0.576

0.608

0.55 0.56 0.57 0.58 0.59 0.6 0.61 0.62 0.63

Machined Burnished 1 Burnished 2 Burnished 3 Burnished 4 Ac/As

4. Conclusion

In light of experimental results, the burnishing process, which by acting by plastic deformation of surface layers of steel S355 JR allowed to further consolidate and improve superficial hardness Hv. the methodology of factorial plans 22 contributes quantitatively to effects of burnishing on superficial hardness Hv. The following conclusions can be drawn.

- Mathematical model developed allowed to predict the surface hardness "Hv" according to parameters of treatment (Py and i) in field of study.

- Burnishing force "Py" has a significant effect on micro hardness "Hv". Indeed, for Py =10kgf and whatever number of passes "i", "Hv" is improved for achieve a value of 318 for i = 5;

- High loads, Py = 20kgf combined with a high number of passes i = 5 tend to decrease "Hv";

- Iso-response curve derived from numerical simulation contributed more clearly to analysis of the effects of treatment parameters (input factors) on response studied (Hv);

- Failure facies Analysis confirmed the material ductile appearance and allowed to judge its ductility according burnishing parameters.

References

[1] Noël Brutiniére ," Introduction to Tribology" Institut Pprime-Futuroscope, Parie, France, (2015).

[2] L.Laouar, "Mechanical surface treatment by burnishing XC48 and XC18 steels - Optimization and characterization"PhD thesis; University of Annaba, (2007).

[3] Renouf. M "Analysis and observation technique applied to tribology" Reference 42466210 Ref TRI2800, (2010).

[4] Hans Jörg. M, Bergmann. E, Gras. R," Analysis and technology of surfaces: thin layers and tribology", ISBN 2880744547 URL, (2003) https://books.google.fr/books.,

[5]M. Bourebia, Hichem Bounezour, L. Laouar, H. Hamadache, "Evaluation of surface quality by Fractal Dimension and Volume Parameters", Revue Synthèse, vol33 , 2016.

[6]Hamadache H., Zemouri Z., Laouar L & Dominiak S., "Improvement of surface conditions of 36 Cr Ni Mo 6 steel by ball burnishing process". Journal of Mechanical Science and Technology 28 (4) , (2014),1491~1498.

[7] M. h. el-axir & M. m. el-khabeery "ball burnishing process optimization for aluminum alloy using taguchi technique", International Journal of Mechanical Engineering (IJME) Vol. 3, Issue 1, (2014), p 1-14

Fig. 9. Influence of burnishing on ductility of steel S355JR

10 Author name / Energy Procedia 00 (2018) 000–000

[8] Hamadache Hamid, Zemouri Zahia, Touati Ramdane, Serge Dominiak “ Plastic Instability of the C35 Steel under Mechanical Surface

Treatment Effect” Energy and Environmental Engineering Vol. 4(4), pp. 56 – 60.

[9] Alberto Saldaña-Roblesa , Héctor Plascencia-Morab , Eduardo Aguilera-Gómezb , Adriana Saldaña-Roblesa , Alfredo Marquez-Herreraa , José Angel Diosdado-De la Peñab “Influence of ball-burnishing on roughness, hardness and corrosion resistance of AISI 1045 steel” Surface and Coating Technology, Volume 339, 2018 pp191-198.

[10] Marek Kowalik, and Tomasz Trzepiecinski, “A Method of Increasing the Depth of the Plastically Deformed Layer in the Roller Burnishing Process” AIP conference proceeding, Volume 1960, Issue 1, 2018.

[11] Devaraya, G., Shetty, R., and Srinivas, S. (2016). "Wear resistance enhancement of titanium alloy (Ti–6Al–4V ) by ball burnishing process".

Integrative Medicine Research https://doi.org/101016/j.jmrt.2016.03.007

[12] Grocha D, Berczy S, Grz Z "Modeling of burnishing thermally toughened X42CrMo4 steel with a ceramic ZrO 2 ball" Science Direct 7:

(2017) 2–9 https://doi.org/10.1016/j.acme.2017.04.009

[13] Hiegemann L., Weddeling C., Ben Khalifa N & Tekkaya A.E., "Prediction of roughness after ball burnishing of thermally coated surfaces", Journal of Materials Processing Technology, Volume 217, (2015), P 193-201.

[14] Jaques Goupy, "Plans d’expériences pour surfaces de réponse", Dunod Paris (1999).

[15] ElAxir M H., & al "Study on the inner surface finishing of aluminum alloy 2014 by ball burnishing", Journal of Materials Processing Technology, 202,(2008), p435–442.

[16] M. Bourebia, L. Laouar, H. Hamadache and S. Dominiak, "Improvement of surface finish by ball burnishing: approach by fractal dimension", Surface Engineering, issue 20, 2016, p1-8.

[17] Ugur Esme, “Use of grey based Taguchi method in ball burnishing process for the optimization of surface roughness and microhardness of AA7075 aluminum alloy”, MTAEC 9, Materials and technology 44 (2010) , 129–135

[18] Kazimiera Konefal et al "Improved corrosion resistance of stainless steel X6CrNiMoTi17-12-2 by slide diamond burnishing", journal of Materials Processing Technology, Volume 213, Issue 11, (2013) ,P 1997-2004.

[19] Deepak Mahajan, Ravindra Tajane "A Review on Ball Burnishing Process" International Journal of Scientific and Research Publications, Volume 3, Issue 4,(2013).

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