Citation: Kruzel, R.; Dembiczak, T.;
Wachowicz, J. Optimization of Spark
Plasma Sintering Technology by
Taguchi Method in the Production of
a Wide Range of Materials: Review.
Materials 2023, 16, 5539. https://
doi.org/10.3390/ma16165539
Academic Editor: Salvatore
Grasso
Received: 21 June 2023
Revised: 2 August 2023
Accepted: 6 August 2023
Published: 9 August 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
materials
Review
Optimization of Spark Plasma Sintering Technology by Taguchi
Method in the Production of a Wide Range of Materials: Review
Robert Kruzel
1
, Tomasz Dembiczak
2,
* and Joanna Wachowicz
3,
*
1
Faculty of Civil Engineering, Czestochowa University of Technology, 3 Akademicka Street,
42-200 Czestochowa, Poland; kruzel@bud.pcz.pl
2
Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej Street 13/15,
42-200 Czestochowa, Poland
3
Department of Mechanical Processing of Wood, Institute of Wood Sciences and Furniture, Warsaw University
of Life Sciences, Nowoursynowska Street, 166, 02-787 Warsaw, Poland
* Correspondence: t.dembiczak@ujd.edu.pl (T.D.);joanna_wachowicz@sggw.edu.pl (J.W.)
Abstract: This paper reviews the production of sinters using the spark plasma sintering method. SPS
(spark plasma sintering) technology has been used for several decades, mainly in laboratories, to
consolidate a huge number of both new and traditional materials. However, it is now more often
introduced into practical industrial use, with equipment as early as the fifth generation capable
of producing larger-size components at competitive costs. Although the mechanism of sintering
with the use of this method is not yet understood, the effectiveness of the SPS process for the
rapid and efficient consolidation of a wide range of materials with novel micro-structures remains
indisputable. With a relatively wide variation in chemical composition, the structure allows the
selection of appropriate consolidation parameters for these materials. The influence on the values of
apparent density and mechanical properties depends on the parameters of the spark plasma sintering
process. In order to achieve a density close to the theoretical density of sinters, optimization of
the sintering parameters, i.e., sintering temperature, heating rate, sintering time, pressing pressure
and protective atmosphere, should be carried out. In this paper, the optimization of spark plasma
sintering of Si
3
N
4
–Al
2
O
3
–ZrO
2
composite was carried out using the Taguchi method. The effects
of four sintering factors, namely heating rate, sintering time, sintering temperature and sintering
pressure, on the final density were investigated. Optimal sintering conditions were proposed and a
confirmation experiment was conducted. The optimal combination of sintering conditions for spark
plasma sintering (SPS) of Si
3
N
4
–Al
2
O
3
–ZrO
2
composite for high apparent density was determined
as A3-B3-C3-D2. Based on ANOVA analysis, it was found that the apparent density of sintering was
significantly influenced by sintering temperature, followed by pressing pressure, sintering time and
heating rate. Validation of the developed mathematical model predicting the apparent density of
sinters showed close agreement between the predicted response results and experimental results.
Keywords: powder metallurgy; spark plasma sintering; optimization Taguchi method
1. Overview of the SPS Process
The SPS method is used for sintering powder materials. It belongs to a broader
group of current-activated methods—PECS (Pulsed Electric Current Sintering) [1–7]. This
method is used for sintering various advanced composite materials (particle-reinforced,
fiber-reinforced), ceramic materials (cermets, oxide and non-oxide ceramics, superhard
materials), biomaterials and FGMs [8–14].
The first laboratory attempts to make a sintering device using pulses of electrical
energy were carried out in the USA as early as 1933 [15–18]. In 1950, work on a method
called Spark Sintering was started by Lenel [18,19]. Subsequently, leading achievements
regarding the development of this technology were obtained by scientists from Lockheed
Missile and Space Company in California [18,20] and Inoe from Japan [18,21,22]. Due to the
Materials 2023, 16, 5539. https://doi.org/10.3390/ma16165539 https://www.mdpi.com/journal/materials