This document summarizes a research study that used the Analytic Hierarchy Process (AHP) to select the most appropriate district in Izmir, Turkey for locating a packaging waste recycling plant. The study first provides background on reverse logistics, recycling, and solid waste management. It then describes applying AHP to evaluate 30 districts in Izmir based on various criteria. The districts were grouped into northern and southern regions before being analyzed and an aggregation was performed to determine the optimal location. The goal was to incorporate mathematical modeling to aid decision-making around establishing collection centers for recycled materials.
2. Assist. Prof. Mustafa Gersil
http://www.iaeme.com/IJM/index.asp 110 editor@iaeme.com
Cite this Article: Assist. Prof. Mustafa Gersil. Importance of Packaging
Waste Recycling Plants in Reverse Logistics and an Assessment of Plant
Selection Using the AHP Method in Turkey. International Journal of
Management, 7(1), 2016, pp. 109-122.
http://www.iaeme.com/IJM/issues.asp?JType=IJM&VType=7&IType=1
1. INTRODUCTION
What is of interest for logistics activities is its inclusion of forward flow of materials
in the supply chain. Yet, as reverse logistics picks reverse flow which commences
with the users as its topic of interest, its aim is to ensure the re-usability of products.
With environmental issues becoming more important lately, the concept of reverse
logistics is becoming a focus of attraction. As a result of the damage on and the
depletion of natural resources and with the growing interest on environment-
consciousness, today, demand for reverse logistics-related matters and recyclable
manufacturing systems is also on the rise.
In the process of reverse logistics, the importance of the supply chain will be
revealed more clearly with the return and recycle of products carried out in a more
planned fashion. In other words, reverse logistics that concerns issues of effective and
efficient re-collection and processing of wastes can be handled differently from waste
management.
With the growing importance of environment-related issues, the concept of
reverse-logistics, and as a result the issue of recycling are making it to the top of
agendas. On the other hand, businesses' aspiration to have the competitive upper hand
is another important factor in recycling practices. Forward flow of materials in the
supply chain is considered among logistics activities whereas the reverse flow that
starts from the consumers' end so that the products can be reused concerns reverse
logistics. Recycling systems and issues pertaining to reverse logistics will naturally
become further points of interest as natural sources are damaged and depleted and
environment-awareness increased. As a result, logistics structures to allow product
flow must be set up [Nakıboğlu, G., (2007); Yıldız, D.,(2013) ]. As it is known, issues
such as product return, re-production, reuse, disposal, repair come under reverse
logistics. Product returns account for a considerable portion of organizational costs. In
order for an organization to have the competitive advantage, it will have to reduce
costs in product returns and related transportation and storage activities. And for that,
determination of appropriate recycling locations is important for reverse logistics
networks [Gülsün, B., et al., (2008)].
Benefits of reverse logistics, generally, for businesses can be summarized as
follows [Dyckhoff, H., et al., (ed)., (2004 ); Nakıboğlu, G., (2007) ; Yıldız, D.,(2013)
].
Recovery of value: This concerns the recovery of the product, with added value
during its production, that would perish if not reused.
Maximization of profit: This when raw material, labor, energy etc. costs are reduced
thanks to the recovery of the product.
Performance of environmental obligations: All liabilities that are also legally defined
are such as waste recycling, management of hazardous materials, etc.
Improvement of management of customer relations: In order to improve customer
relations, one must work on issues such as post-sale services and on the provision of
customers with return guarantee, etc.
3. Importance of Packaging Waste Recycling Plants in Reverse Logistics and an Assessment of
Plant Selection Using The AHP Method in Turkey
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In order for products to be recovered and used as input in the economy, there are
three processes that reverse logistics focus on and which also relates closely to waste
management. These are: reuse, reproduction and recycling [ Setaputra, R., (2005)].
2. REASONS FOR RECYCLING OF PRODUCTS AND REVERSE
LOGISTICS
As stated in the respective literature, there are many reasons behind the inclusion of
products that are subject to reverse logistics, in the reverse logistics network. These
reasons are grouped, generally, on the basis of the source that returns the product (on
the basis of the supply chain hierarchy comprising of the producer, distributor and the
consumer). According to this grouping, returns that take place during production are
referred to as production returns, distributor returns if the return takes place during
the distribution of the product to the consumer and returns by the consumers that are
the users of the final product are referred to as consumer returns. In addition to such
grouping, there is also producers' recall of the products in cases when an problem
with the product is encountered or when the product is being replaced and also
functional returns arising from the re-usability feature of the product [Rogers, D.S.,
Tibben-Lembke, R., (2001) ; Brito, M.P., et al., ( 2002); Brito, M.P., Dekker, R., (
2002); Subramaniam, U., et al., (2004)]. Moreover, reasons for the return of products
that are subject to reverse logistics are provided in further detail, below:
a. Production Returns
Within this scope, issues such as the product being raw material surplus or being
production surplus are specified.
b. Distributor Returns
Here, four sub-headings that a have been specified, namely as wrong or damaged
delivery, products that have expired, stock surplus or unsold products and seasonal
fluctuations, stock adjustments.
c. Consumer Returns
Reasons in relation to this topic can be listed as return under guarantee, reuse of
products after repair, value gains (scrap value and consideration of other recovery
options), returns from after-use (such as second hand sales), returns at the end of life-
cycle, legal regulations concerning hazardous materials or the customer considering
the product as damaged/deficient.
d. Producer's Recall of the Products
This reason is defined as the producer's recall of the product for a deficiency, or a
safety or a health related problem in the product.
e. Functional Returns
Packaging materials that are of reusable quality, containers, pallets, packages, boxes
are under this title.
Increased practice of reverse logistics also benefits from businesses' becoming
aware of the benefits of product returns in addition to product returns, customer
satisfaction or legal conditions mentioned above. As stated in the existing literature,
these benefits are listed as better relations with customers and partners in the supply
4. Assist. Prof. Mustafa Gersil
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chain, considerable cost savings and gains from replacement of the new product with
the used one [(Avitatthur, B., Shah, J., (2004)].
3. SOLID WASTE MANAGEMENT
When classified as per their sources, solid wastes comprise, most generally,
substances such as:
- domestic solid wastes
- domestic wastes
- industrial wastes
- industrial solid wastes
- dangerous wastes
- medical wastes
- special solid wastes
In businesses where Environmental Management System is effectively
implemented in parallel to environmental awareness, waste management outcomes are
successful. As explained in the literature, basic aspects of the Waste management
System are specified as follows:
Prevention of wastes especially at the source,
Segregation of wastes generated at the source,
Bringing recyclable wastes back to economy,
Energy recovery,
Reduction of wastes to be stored,
Ensuring the storage of non-recyclable wastes in ways that are not detrimental to the
environment and human health.
3.1. Integrated Waste Management System
Volume and composition of wastes are diversified in tandem with fast-increasing
population and changing living standards, making control and management of wastes
even harder. As explained also by Kemirtlek, the issue of solid waste management
will become more important, even more complex, both today and in the future
considering pollution from solid wastes and the dimensions of existing as well as
potential related risks, diminution of natural resources, economic and other reasons. It
is for this reason that one must know very well all aspects of an integrated waste
management comprising of all stages from the generation of wastes to final disposal,
as well as the their inter-linkages [ Kemirtlek, A., (2007)].
A single approach in this regard might not be sufficient for provision of solutions
concerning wastes that are observed to lead to increased problems and impacts on the
environment becomes harder. At the end of the day, an effective waste management
system can be ensured by way of joining all methods. This approach named
'Integrated Waste management' has been embraced by all countries. All aspects of
waste management has been assessed as a whole to develop integrated waste
management sustainability of which would be ensured with environmental and
economic aspects. So, one cannot expect integrated waste management to relate to
only a single type of waste or a single source [Waste management Action Plan, (2008-
2012)].
5. Importance of Packaging Waste Recycling Plants in Reverse Logistics and an Assessment of
Plant Selection Using The AHP Method in Turkey
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In another research, according to White et al., an effective and efficient waste
management system in general shall have the features below [White, P.R., et al.,
(1995)]:
1) It must be an integrated system
Integrate waste management shall be planned in a way that it includes all
substances that make up the composition of all wastes generated in a settlement area
and all sources of production.
2) It must be able to create economic value
Economic values to be reaped from the solid waste management system are
recoverable materials, compost and biogas that can be obtained (landfill and anaerobic
compost) and inputs from similar sources. Revenues to be obtained from these are
closely related to market conditions and the cost of the investment that will be made.
For this reason, the economic analysis must be carried out aptly during the planning
stage.
3) It must be flexible
Integrated waste management system has to be so flexible as to adapt to various
changes that can occur in the environment and in waste characteristics that occur in
relation to time.
4) Regional planning has to be carried out
Efficiency of planning depends on the amount of waste to be collected. Amount of
waste generation, on the other hand, depends on the population. It is for this reason
that regional planning has to be carried out in settlement areas other than metropolitan
areas. Some researchers recommend that the population linked to an integrated
management should not be less than 500.000 [Waste Management Action Plan,
(2008-2012)].
As a result, integrated waste management is a concept where the appropriate
method needed, technology and management programs are selected and applied in
connection with the targets. Integrated waste management covers issues prescribed in
the legislation and comprises of the steps below [Waste Management Action Plan,
(2008-2012)]:
1. Prevention of wastes
2. Reduction of wastes
3. Re-use
4. Recovery/Recycling
5. Pre-process (including incineration)
6. Final disposal
4. AN ASSESSMENT OF THE SELECTION OF A LOCATION
FOR A PACKAGING WASTE RECYCLING PLANT IN THE
PROVINCE OF IZMIR
4.1. AHP Management
AHP (Analytical Hierarchy Process) is a model developed by Saaty, a technique used
in the solution of a multi-criteria decision making problem [Saaty, T.L., (1980)]. As
6. Assist. Prof. Mustafa Gersil
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such, AHP is a mathematical method that can assist in the improvement of the
decision-making process by taking into consideration the priorities of the group or the
individual and by evaluating qualitative as well as quantitative variables together.
Those that work using this method are expected to make more effective decisions.
4.2. Literature Survey Concerning the Mathematical Modeling of the
Problem Concerning the Selection of a Location
As product returns demonstrate uncertainties in reverse logistics depending on the
product itself as well as depending on time, the fact that the network that will be
established will have a complicated structure is known to researchers. The
justification and determination of the location of regional collection centers within the
regional network organization that plays an important role within such a complex
structure are important [Kara, K., et al., (2013)].
In literature, there are studies making use of mathematical models concerning the
establishment of reverse logistics networks for the establishment of collection centers
for the inclusion in the reproduction process or for destruction of many expired
products, wastes, products returning from the end consumer, product packages and
packs as well as concerning the control of product movements within the scope of the
reverse supply chain. Majority of these studies are seen to be studies that focus on
international and private businesses [For example, Li, R.C., Tee, T.J.C., (2012); Dat,
L.Q., et al., (2012)].
The aim is to determine a location by way of handling the issue as to the locality
of special collection centers within a mathematical process. With this aim in view, a
study to optimize the determination of location for solid waste recycling plants shall
be carried out using the AHP model.
4.3. Implementation
In this study, an assessment has been carried out to determine the district that would
be the most appropriate for the establishment of a package waste recycling center in
the province of İzmir has been carried out with a consideration for the AHP method.
There are 30 districts within the remit of the İzmir metropolitan municipality and
these districts have been compared and contrasted against different criteria that have
been determined in order to decide on the most appropriate location. Accordingly, in
line with the solid waste master plan, the province of İzmir has been handled as two
regions (North and South - Table 1) and then an aggregation has been performed to
evaluate alternative provinces [Waste management Action Plan, (2008 2012)].
Table 1 The Structure of the İzmir Association
Izmir
Bayındır Beydağ Çeşme Karaburun Kemalpaşa
Kiraz Menderes Ödemiş Seferihisar Selçuk
South Tire Torbalı Urla
Izmir
Aliağa Balçova Bayraklı Bergama Bornova
Buca Çiğli Dikili Foça Gaziemir
North Güzelbahçe Karabağlar Karşıyaka Kınık Konak
Menemen Narlıdere
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Plant Selection Using The AHP Method in Turkey
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Information available n the literature (Table 2, Table 3 and Table 4) as well as
views obtained from respective authorities in public and private bodies including the,
firstly, the İzmir metropolitan municipality have been have been widely used in the
determination of the criteria that effect the selection of the location of the recycling
plant [Waste Management Action Plan, (2008 - 2012); TURKSTAT, (2012a); MoEU,
(2014)].
Table 2 Municipal Waste Basic Indicators, 2012
Total Population in Adress based Population Registration System 75 627 384
Total Number of Municipalities 2 950
Total Municipal Population 63 743 047
The Number of Municipalities Surveyed 2 950
Municipal Population Survied 63 743 047
The Number of Municipalities served by Municipal Waste Services 2 894
Population of Municipalities served by Municipal Waste service 63 105 474
Rate of Population served by Municipal Waste Services in Total
Population (%) 83
Rate of Population Served by Municipal Waste Services in Total
Municipal Population (%) 99
Amount of Municipal Waste Collected (Thousad tonnes/Year) 25 845
Amount of Municipal Waste Per Capita (Kg/Capita-day) 1.12
SUMMER SEASON
Amount of Municipal Waste (Thousand tonnes/Summer) 14 615
Amount of Municipal Waste (Thousand tonnes/day) 72
Amount of Municipal Waste Per Capita(Kg/Capita-day) 1.14
WINTER SEASON
Amount of Municipal Waste (Thousand tonnes/Winter) 11 229
Amount of Municipal Waste (Thousand tonnes/day) 68
Amount of Municipal Waste Per Capita(Kg/Capita-day) 1.09
The Medhods of Waste Disposal And Quantities
Metropolitan Municipalty Dump 1 107
Municipalities Dumps 8 217
Other Municipalities Dumps 448
Landfill 15 484
Composting Plant 155
Incineration 105
Pour out of Streams and Lakes 33
Let-in 94
Others 202
Waste Disposal Facilities
Rate of Population Served by Waste Disposal and
Recovery Facilities in Total Municipal Population (%)
64
Rate of Population Served by Waste Disposal and
Recovery Facilities in Total Municipal Population (%)
54
Source: TURKSTAT, 2012a
9. Importance of Packaging Waste Recycling Plants in Reverse Logistics and an Assessment of
Plant Selection Using The AHP Method in Turkey
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Table 4 Distribution of Establishments Licensed/with Permit in İzmir, 2014
Districts
Collection-
Segregation
Businesses
Packaging Waste
Recovery Businesses
Non-hazardous
Waste Recovery
Businesses
Metal-Scrap
Processing
Businesses
Recovery
Companies
Aliağa - 1 - 2 -
Bergama 1 - - - -
Bornova 9 7 14 3 143
Buca - - - - 11
Çiğli 3 4 4 - 11
Foça 1 2 1 -
Gaziemir 3 1 1 - 5
Karabağlar - - - - 14
Karşıyaka - - - - 16
Kemalpaşa 3 2 2 - 5
Konak - - - - 37
Menderes - 5 7 - 10
Menemen 1 - - - -
Torbalı 3 3 6 - -
Source: MoEU, 2014
In this way, criteria that are of importance in the selection of the location of the
center have been determined as environmental factors, technical and economical
factors and socio-cultural factors. With the help of existing data, that the sub-criteria
that have an impact on the main criteria specified have been considered to be
environmental expenditures, land and development status, proximity to main roads,
proximity to existing recovery plants, proximity to transfer/storage facilities, logistics
and service costs, amount of collected waste and the average amount of waste per
population and per capita; and thus 30 provinces in İzmir have been compared. It is
known that in order for waste management to be efficient, the amount of waste to be
collected depends on the population. And since administrative, financial and technical
capacities become more important in waste recovery activities, districts with a
population of 50.000 with low amounts of waste have not been taken into
consideration in the selection of the location of the package waste recycling plant [
Waste Management Action Plan ( 2008 - 2012) ]. Districts that have not been
included in the study compose 9% and 8% of the total amount of waste that is
applicable for İzmir and the population served, respectively. On the other hand,
districts Bayraklı , Bornova , Buca , Karabağlar , Karşıyaka and Konak comprise 60%
and 59% of the total amount of waste that is applicable for İzmir and the population
served, respectively. For this reason, in the study concerning the determination of the
package waste recycling plant, districts Bayındır , Beydağ , Çeşme , Dikili , Foça ,
Güzelbahçe , Karaburun , Kınık , Kiraz , Seferihisar and Selçuk have been excluded
from among the alternatives and the selection has been made from among the
remaining 19 districts.
The objective, main criteria, sub-criteria and alternatives have been demonstrated
in Table 5. Within this framework, Expert Choice 11 package program was used to
establish the hierarchical structure.
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Table 5 The Hierarchical Structure Established for the Selection of the Location of the
Packaging Waste Recycling Plant in the Province of Izmir
Objective Selection of the Location of the Packaging Waste Recycling Plant
Main Criteria Environmental Factors Technical and Economic Factors Socio-cultural Factors
Sub-criteria
Environmental
Expenditures
Proximity to the Existing Recovery
Companies
Amount of Waste
Collected
Land and Development
Status
Proximity to Transfer/Storage
Facilities Population
Proximity to Main Roads Logistics and Service Costs
Average Amount of
Waste per Capita
Alternatives
Aliağa,Balçova , Bayraklı
, Aliağa,Balçova , Bayraklı ,
Aliağa,Balçova , Bayraklı
,
Bergama , Bornova , Buca Bergama , Bornova , Buca Bergama , Bornova , Buca
Çiğli , Gaziemir ,
Karabağlar Çiğli , Gaziemir , Karabağlar
Çiğli , Gaziemir ,
Karabağlar
Karşıyaka , Kemalpaşa ,
Konak Karşıyaka , Kemalpaşa , Konak
Karşıyaka , Kemalpaşa ,
Konak
Menderes , Menemen Menderes , Menemen Menderes , Menemen
Narlıdere , Ödemiş , Tire Narlıdere , Ödemiş , Tire Narlıdere , Ödemiş , Tire
Torbalı , Urla Torbalı , Urla Torbalı , Urla
Diagram 1 The Overview of the Analytic Hierarchy Process Structure Used in the Study
11. Importance of Packaging Waste Recycling Plants in Reverse Logistics and an Assessment of
Plant Selection Using The AHP Method in Turkey
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Diagram 2 Overview of the AHP Analysis Results
In Diagram 1 and Diagram 2, the examples of the general outcomes of paired
comparisons that have been carried out between alternative districts on the basis of
level of importance of the factors. In Diagram 1 it is seen that the main criteria are as
follows: socio-cultural (0.648) factors are the first, technical and economic (0.230)
factors second and environmental factors (0.122) third. Then, as a result of the paired
comparisons that have been carried out among the sub-criteria of each criteria it was
seen that the value of those in relation to environmental factors was as follows:
Land and Development Status (0.540)
Proximity to Main Roads (0.297)
Environmental Expenditures (0.163)
The value of those in relation to technical and economic factors was as follows:
Logistics and Service Costs (0.429)
Proximity to Transfer/Storage Facilities (0.429)
Proximity to the Existing Recovery Companies (0.143)
the value of those in relation to socio-cultural factors was as follows:
Population (0.528)
Amount of Waste Collected (0.333)
Average Amount of Waste per Capita (0.140)
And in Diagram 2 the outcomes of the comparison of all districts that have been
included in the study as per sub-criteria are given together with their proportional
values. Then a comparison of the criteria and on the basis of these criteria a paired
comparison of the districts have been carried out.
Later, eigenvector values for environmental, technical and economic and socio-
cultural factors and the evaluation of location-selection criteria as a result of running
the program has been achieved. (Diagram 3)
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Diagram 3 Location-selection Alternatives for the Packaging Waste Recycling Plant
According to the AHP Method
As it can be seen in Diagram 3, Bornova and Karabağlar are respectively the first
and the second most appropriate districts in terms of selection of the location of the
packaging waste recycling plant in İzmir; and Narlıdere the third.
5. EVALUATION AND RECOMMENDATIONS
Mistakes made in the selection of the location of the packaging waste recycling plant
lead to outcomes such as failure to attain the desired environmental, social and
economic benefits. The considerable increase of the population density, hence the
amount of waste in metropolises is indicative of the fact that the selection of the
location of the waste recycling plant for managers and authorities is growing more
important recently. Solid wastes the generation of which cannot be prevented as per
waste hierarchy and that cannot be re-used have to be recycled and recovered.
Only half of the total of 5.5 - 6 tons of domestic packaging wastes consumed in
Turkey can be collected through paper/carton collection bins and street pickers.
However, the aim must be to increase the rate of collection of packaging wastes only
half of which can be processed by recycling plants to around 70% as is the case in the
EU states. It is estimated that in İzmir, only 50% i.e. a mere 150-160 thousand tons of
packaging wastes are being collected.
All parties to ensure the sustainability of the recovery system must fulfill their
portion of obligations. Within the framework of the sustainable development
approach, waste management strategies that aim to transform packaging wastes into
economic inputs have to be promoted and disseminated and the best locations for
recovery plants have to be determined. For this, the role of metropolitan
municipalities is especially important.
When 750 tons of packaging wastes that constitutes 30% of about 2500 tons of
domestic wastes collected daily in the province of İzmir are factored out of the
equation, municipalities will have transported 750 tons less waste. In other words,
municipalities will have a chance to save from transportation and storage costs, as
well as from time. On the other hand, packaging wastes fill up landfills quickly,
shortening the useful-life of these areas and as they require new landfills they
multiply municipalities' disposal costs. When packaging wastes that constitute half of
all wastes volume-wise are segregated at the source and recycled, this will almost
double the useful-life of landfills, hence significant cost savings for municipalities. It
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is for this reason that the rate of segregation of domestic wastes at the source as well
as the number of collection/segregation plants must be increased.
In this study, three main criteria (environmental factors, technical and economic
factors and socio-cultural factors) have been determined to solve the issue pertaining
to the selection of the location of the package waste recycling plant. Following an
assessment of existing data and deliberations with and opinions and data collected
from authorities at the licensed waste recycling plant operators in the province of
İzmir and also at respective departments of the İzmir Metropolitan Municipality, the
sub criteria that impact the criteria set forth have been considered as environmental
expenditures, land and development status, proximity to main roads, proximity to
existing recycling plants, proximity to transfer/storage facilities, logistics and service
costs, amount of waste collected, average amount of waste per population and per
capita. These have been determined with a consideration for 19 districts among the
30 located in the province of İzmir. The hierarchical structure thus established has
been broken broken down using the Expert Choice 11 package program and Bornova,
Karabağlar and Narlıdere districts were seen to be the most appropriate three districts
according to the study-related diagrams, respectively.
Municipalities have to champion the efficient use of all resources, observance of
waste hierarchy so as to ensure the generation of the least possible amount of wastes
and their segregation and also raising public awareness on issues pertaining to
recycling of wastes. In order for the development of the packaging wastes recycling
sector, waste management strategies have to be scaled up in a way to incentivize and
encourage the private sector. Researchers to work on similar topics can identify
further criteria and extend the scope of the study by reaching out to decision-making
authorities.
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