International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
How to Troubleshoot Apps for the Modern Connected Worker
Fu3610581067
1. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
RESEARCH ARTICLE
www.ijera.com
OPEN ACCESS
Sustainable Practices in Manufacturing: Energy Efficiency in
Production and the Development of Green Performance
Measurement Indicators
Syed Ibrahim Dilawer*, Dr. J. Eduardo Munive-Hernandez**, M.A. Raheem
junaidi***
* Department of Advance Manufacturing Engineering, University of Bradford, Bradford, U.K
**Department of Advance Manufacturing Engineering, University of Bradford, Bradford, U.K
***Department of Mechanical Engineering, Osmania University, Hyderabad, INDIA
ABSTRACT
Energy efficiency is one of the significant drivers for sustainability and its importance has grown within
manufacturing environments. It is now considered among one of the decision making factors such as cost,
productivity and flexibility. Though, in most of the cases the energy intake of the various components of the
manufacturing systems like machine tools, are considered using average to very high energy consumption
models in the manufacturing sector. This Research paper presents an overview of the various energy efficiency
approaches, concentrating in both the production and the machine tool level and further discussing how these
two can be integrated together. In addition, the main challenges that arise towards the energy efficient
manufacturing in the present day are discussed identifying the main barriers from both the technology and the
cultural point of view. This research paper also developed three different sets of green performance measurement
indicators. The first are with respect to strategic, tactical and operational aspects in the enterprise, the second set
of indicators are developed through the three aspects of sustainability namely environmental, social and
economic aspects. The third set of green performance indicators were developed by considering the whole
reverse supply chain concept in the enterprise. Also the importance and implementation of these indicators in the
performance measurement system was discussed. Even though there have been studies on the implementation of
green performance measurement system indicators in the enterprise for improved environmental performance,
yet there has not been a comprehensive study in the performance measures with different perspective for their
implementation. This research paper aims in filling that gap,in an attempt to discuss the need for energy
efficiency in manufacturing and the development of green performance measurement indicators with its
implementation in the enterpriseto increase not only the environmental efficiency but also its competitiveness
among manufacturers.
Keywords-Sustainability, Production, Energy, Manufacturing, Performance Measurement
I.
INTRODUCTION
Manufacturing is one of the foremost wealth
generating activities. It can be defined as the
transformation of information and materials into goods
for the satisfaction of human needs. However, turning
the raw materials into consumer products is also a key
source of environmental pollution. This environmental
pollution can be the direct result of the manufacturing
process, or indirectly through the usage of energy for
running these processes. Waste in manufacturing
involves a very diverse group of materials, and
depends on the technology used, the nature of the raw
material processed and the quantity that is discarded at
the end of the chain. The large use of energy for
industrial operations in Europe (31% of the whole
consumed energy) is responsible for significant CO2
emissions and thus climate change [10] [5]. Over the
years, the demand for goods, energy and natural
resources has been increasing, thus we have use more
energy efficient production methods. For making this
www.ijera.com
reality, the manufacturing sector has to maximize their
gains from minimum resources.
The affordability and the availability of the
energy resources is becoming a major parameter in
affecting the entire life cycle of the production phase.
Manufacturing sector is responsible for more than 30%
of the total energy consumption of the entire world [3]
[11] [39], and utilizing some of the latest technologies
and industrial best practices have the potential for
reduction of CO2 and Energy consumption. By
adapting such approached on a global scale could save
up to 25 to 35 EJ of energy every year, which equals to
around 18 to 20% of the current energy use in the
industry [11].
Though, the production systems performance
is assessed by monitoring the manufacturing attributes
which are time, quality, cost and flexibility as shown in
Fig.2. The manufacturing efficiency has always been
focused on the technological advances and
improvements, but these advances are often at the
1058 | P a g e
2. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
expense of an increased energy consumption and intern
effect the CO2 emissions. These four manufacturing
attributes do not take into account the energy or the
resource efficiency which are very important for
sustainability.
Sustainability is a very important attribute
which has to be taken into account when making
manufacturing decisions. It is very evident that the
manufacturing processes are not having an optimized
energy consumption which results in excessive energy
and resources usage. Thus we have to include
sustainability in the manufacturing decisions, as shown
in the Fig.1 and Fig.2 [4] [32].
Social
Sustainability
Environmental
Economic
Fig.1 The three aspects of Sustainability
Time
Quality
Sustainability
Cost
Flexibility
Fig.2Sustainable Decision making attributes in
manufacturing
The Key performance Indicators (KPIs) in the
manufacturing sector are well defined for its attributes,
such as for ‘‘cost’’ as a manufacturing attribute have a
number for factors or KPI’s like facility cost,
equipment cost, material cost, labor cost etc. Similarly
the manufacturing attribute ‘‘quality’’ also has many
KPI’s such as measurements, roughness of the surface
etc, on the other hand ‘‘time’’ is monitored utilizing
KPI’s like cycle time, lead time etc. Energy efficiency
in the light of sustainability is the procedures that
reduce the volume of the energy per unit of the
industrial production. It is also defined as the goal to
reduce the energy which is required to produce
products and services while achieving the same quality
with minimum energy input [7] [9] [33]. A large
number of Key performance indicators for energy
consumption have been identified like consumption of
energy per product, total energy used etc which can be
categorized into many distinctive categories as energy
www.ijera.com
www.ijera.com
consumed (energy per product), financial performance
(energy cost), environmental performance (greenhouse
gasses emissions) etc. The main aim of this research
paper is to present an alternate method for the
problems in energy efficiency that could address the
machine tools and manufacturing energy consumption.
Furthermore the problems towards the energy efficient
manufacturing and its remedies are identified and
discussed. This paper also develops green performance
measurement
indicators
for
the
enterprise
environmental improvement.
Area of Research: Energy efficiency is
analyzed in five different stages mainly process stage,
cell or multi machine stage, facility, multiple factory
stage and the global supply chain stage. Each and
every stage has different assumptions, different inputs
and gives different outcomes. This research paper is
focused on two very generic levels, the manufacturing
system level and the machine tool level. This research
paper also developed three different sets of green
performance measurement indicators. The first are
with respect to strategic, tactical and operational
aspects in the enterprise, the second set of indicators
are developed through the three aspects of
sustainability namely environmental, social and
economic aspects. The third set of green performance
indicators were developed by considering the whole
reverse supply chain concept in the enterprise. Also the
importance and implementation of these indicators in
the performance measurement system was discussed
with future scope for improvements.
II.
THE ENERGY EFFICIENCY IN MACHINE
TOOLS
In the recent studies, it is clear that the
consumed energy from machine tools while machining
is greater than the theoretical energy which is required
to the formation of chip [14] [17]. It is also shown that
the cutting energy in machine tool is just 15% of the
total amount of energy which is consumed by an
automatic machine tool during machining as shown in
Fig.3 (a).
Fig.3 (a) Average Percentage of energy used in a
machine tool during machining process
The results were same for the case for
grinding process as well hence it is very essential that
steps are required to measure the consumption of
energy accurately during the process. For the purpose
of measuring the energy consumption of the machine
tool it is required to thoroughly design the monitoring
system. Thus we have to monitor each and every
1059 | P a g e
3. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
system and sub systems individually; as we can see in
Fig.3for the grinding operation all the systems and
subsystems are monitored. During the monitoring
operations, the consumption of energy due to the
process variable also has to be considered, as we can
see through the Fig.3 that for the grinding operation all
the energy demand is depicted. Hence the total amount
of energy which is required by a machine tool could be
determined through the equation
E Total = E + E Peripherals
Where E is the amount of the energy which is
required for the physical process to occur, E Peripherals is
the amount of energy which is consumed from the
machine tool like for the operation of coolant pump
etc.
Fig.3 (b) Power versus Operation time Graph
The process energy (E) could be determined
through the cutting energy which is directly related to
the process parameters in the grinding process. In fig.3
it is noted that the process power fraction is directly
related to the cutting depth as could be related with
some other parameters which were pointed out by
other studies in the field [11] [15]. It is also noted that
this power is a major process parameter for the
removal of material process which shows the energy
consumed. The additional energy (E Peripherals) was
analyzed as the energy of the machine load plus the
energy consumed when the machine is either in
process or idle (Background energy), thus it could be
said that the additional energy (E Peripherals) comprises of
the energy of the background and the load energy (E
Load) as is seen in the following equation.
E Peripherals = E Background + E Load
The background energy (E Background) usually
depends on the tools used on the machine and for the
case of grinding, these generally comprises of the
energy used by the coolant pump, the various
electronics and the control unit etc. The load energy (E
Load) usually depends on the specific process, in our
case of grinding it mostly comprises of the
specification of the work piece which includes the
material, size, weight of the work piece, the parameters
selected for the process etc. This type of analyzing
could be carried out for all the conventional
manufacturing processes and the non-conventional
manufacturing processes [3] [22] [33].
A similar property of most of the
manufacturing processes either it be a conventional
one or non-conventional one, in both cases the
www.ijera.com
www.ijera.com
machine consumes almost more than 50% of the total
energy even when it is idle. Thus it is clear that lot of
energy is wasted and which also brings the need for
improvement in the design of the machine tool, like the
sharing of the same peripherals in between machine
tools in the basic manufacturing system.
The energy reductions could also be caused
through the better optimization of the machining
process like the reduction of steps in the manufacturing
process, by the efficient planning of operations, and by
optimizing the tool path [5] [17] [39]
III.
ENERGY EFFICIENCY IN
MANUFACTURING
Energy efficiency can be achieved in every
stage of the manufacturing process [7] [11]. The lean,
Six Sigma and Kaizen philosophies [36] have given
many significant benefits to the manufacturing
processes and system by the concentration and the
focus towards the flow processes and the waste
removal in the manufacturing.
The lean principles have helped in improving
the flow of material and improving the customer
delivery. Many of the latest developed lean tools have
helped in the process of energy saving in
manufacturing [18]. These processes might be applied
to get economical improvements but it also helps in the
environmental improvements as well.
The Lean principle focuses on the addition of
the value adding operations and the removal of waste
in non-vale adding operations. This methodology, if
applied in the manufacturing operations will help in
improving the energy efficiency.
In the manufacturing system level, energy
savings can be achieved from very simple prevention
activities which might include switching off the energy
consumables like production equipment when they are
not in use. More savings can be achieved from
managing equipment effectively and efficiently when
they are used like batching in manufacturing for higher
energy efficiency etc.
Waste hierarchy in manufacturing is one of
the ways by which we could energy efficiency actions
could be prioritized and classified. Waste hierarchy has
been discussed extensively by many authors like
Toyota [26] explained about the six energy reduction
attributes among then four attributes namely eliminate,
repair, stop and reduce were said to be very effective
and important [3][32][39],among them few have
explained in depth all the elements of the waste
hierarchy, similarly the energy hierarchy could be
comprises of Prevention, Reduce, Reuse and disposal.
In a manufacturing system energy prevention may
include turning the power down to those equipment’s
and other machinery when not in use and after the
shift, switching off the clean air handling systems
when not in use etc [3] [25][32]. The energy reduction
aspect in a manufacturing environment may include
improving and refining the cellular and batch
manufacturing or products keeping in mind the
1060 | P a g e
4. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
reduction of energy criteria. Reuse of energy may
include the collection of disposed energy from one
process to use it for another process etc, while dispose
may include use of environment as a heat sink rather
than to use power to cool.
IV.
ENERGY SAVING MANAGEMENT
To waste material hierarchy is very clearly
established and explained in the research[3][32][39]
which is generally represented by a hierarchy with
prevention being the first preferable action which
could be taken followed by reduction, reuse, recycle,
recover and lastly disposal. Here prevention has been
given priority over others whereas disposal has the
least favored option when compared to other
mentioned applications.
Prevent
Reduce
Reuse
Recycle
Recover
Dispose
Fig.4 Sustainability Hierarchy
The following actions or tactics should be
considered for moving from just sustainable concepts
to the sustainable manufacturing operations. These
concepts include Prevention, waste reduction, resource
reduction, Reuse and Substitute [3] [32]. The
prevention aspect deals with the prevention of any
unnecessary energy wastage because of the
unnecessary manufacturing operations. These help in
finding for instance, when equipment’s can be stopped
when they are not in use etc. But for identifying this,
there has to be a great collaboration between all the
sections in the manufacturing for processing varied
data collected from them to identify any unnecessary
operations or extra operations. These data sets have to
be collected from many functions which may include,
data of the production schedule could be collected
from planning department, data for resources could be
collected from facilities management etc. Waste
reduction is generally focused on the waste outputs for
the reduction of losses and waste in the supply chain.
The manufacturers have a limited awareness of the
output waste and thus for identifying waste patters,
manufacturers have to gain through data collection.
Reduction of the resource use is another way
of reduction on energy in manufacturing. This
generally focuses on the Inputs in the manufacturing to
increase the efficiency of the processes. High
difficulties could arise in altering the production
schedule as it requires deep knowledge and
www.ijera.com
www.ijera.com
understanding of the entire production process. Reuse
on the other hand is also one of many important tactics
to reduce the energy reductions in the manufacturing
system. It mainly focuses on the flow of waste
throughout the manufacturing process and the whole
chain in finding ways and opportunities to reuse the
output waste and converting it to input resource in the
manufacturing process.
Substitution is also one of the many
techniques which help in the reduction of energy and
making manufacturing more sustainable. This process
can be made to identify in the early stages of the
modeling process, the components which are
inefficient on the basis of the efficiency, capacity, age,
process etc. This tactic could be generally found in the
industry as they identify any process or equipment and
replace or substitute it with a more efficient and
comparatively less environmentally harmful one and
intern increase the performance of the sustainability in
the manufacturing process
Similar to the above techniques, Toyota has
developed its own energy reduction techniques which
have been very successful [15][32]. These techniques
have helped them to reduce a significant amount of
energy reductions and are also being used
commercially in many companies [38]. The major
consideration that they have taken was to reduce the
CO2 emissions right from the manufacturing processes,
which included very keen consideration of the varied
production processes to match with the production
fluctuations levels, reduction in the facilities,
improvements in the operating rates etc. All these
methods are coupled into main six attributes which
represents the varied actions that are taken to assist
with the reduction inenergy consumption.
These six attributes include Stop, Repair,
Reduce, Pickup and Change. The first attribute (stop)
represents the elimination of stand still processes
which consume energy and not performing any
operation. The second attribute (Repair) concerns with
the energy lost during a breakdown. The third attribute
(Reduce) deals with the excess amount of energy
consumption due to excess or non-productive
operations. The fourth attribute (Pickup) is
concernedwith the recycle concept in the
manufacturing supply chain, it reasons which are the
products that could be recycled and reused. The fifth
attribute (Change) is the need to improvement in the
manufacturing processes and technology in an effort to
reduce the energy consumption in manufacturing [1]
[26] [34].
In an operations perspective, the energy
reduction activities can be divided into three categories
which include. In category one, focus is given more to
the reduction of energy in the periods where the
production is off, these may include the first (Stop) and
second (reduce) attributes. The second stage is more
focused on the reduction of energy reduction activities
in the fixed energy in the operation, this could include
the third (repair) and fourth (reduce) attributes. Only
1061 | P a g e
5. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
after going through CPDCA (Check, Plan, Do, Check
and Act) cycle it is feasible to move on to the third
stage. In the third stage, it is focused on energy
reductions through the advanced improvement in the
equipment’s and efficient machining operations [34].
All of these attributes and steps were implemented in
Toyota and were very successful in performing energy
reductions.
V.
REALIZING THE NEED FOR GREEN
PERFORMANCE MEASUREMENT
The need for measuring quantitatively the
environmental impact by the manufacturing processes
is highly required. The manufacturing processes and
techniques should be implemented keeping in mind the
environmental consequencesit will have on the long
term as well as short impacts on the eco system and
realize the benefits of the potential improvements.
Many researchers have developed different tools which
accesses and measures the performance of the
manufacturing processes in many ways, but there is a
gap in developing technique for considering all the
aspects for all the flow of resource throughout the
supply chain and in the manufacturing process [1][32].
Also these techniques or tools are very complex and
need very complex data processing.
When considering lean approaches, the tools
and methodologies which are developed needs large
improvements and refining. Also these have to include
all the aspects in the manufacturing operation [4].A
decent amount of research has been carried out in
developing performance measurement tools. For
instance, a performance measurement system which
was dependent upon the following criterion,
Effectiveness, which is basically defined as the actual
output by expected output. Efficiency, which is the
expected resource consumed to the actual resource
consumed. Quality ( It deals with downstream system,
input, output, up and down stream, value adding
processes and operations), innovation (an important
aspect to consider when measuring performance),
Productivity ( it is the measure of the output to the
input). These aspects which were considered had some
flaws; these were not directly affecting the
environmental aspect of the manufacturing systems
and operations and have to be more environmental
oriented as well [4][11][36].
Another Measurement tool was proposedin
which four different methodologies were combined in
an effort to improve measure and monitor the
environmental performance [32]. These methods were
internal audits in a form of questionnaires, external
audits which included interference of third party
experts, Self-assessments, which included many
numerouscontinuous improvement approaches and
benchmarking. These approaches address the
environmental performance along the three dimensions
as shown in Fig.5
www.ijera.com
www.ijera.com
Fig.5 Performance measurement along the three
dimensions in the manufacturing system
Another performance measurement tool
namely ENAPS which is European Network for
Advanced Performance Studies was proposed by
SINTEF and has environmental aspect in its core. It
also incorporated reuse, recycle and substitute concepts
its model [39]. This performance measuring system
emphasizes not only to the environmental aspects but
also to the business as a whole.
VI.
GREEN PERFORMANCE MEASUREMENT
INDICATORS
These indicators must cover every area of the
business performance, making considerations for the
environmental aspect to give enough information to the
management for making the right decisions [34]. Also
it has to be taken into account that while designing
these environmental measures, they should not include
unwanted information which may hinder the decision
making process by making a balanced between the
total coverage and scope of the business and the focus
and aim of the measures [3]. Furthermore these
measures should be designed for the individual
enterprises. Thus the following measures were
developed through research and extensive surveys and
validations from which the enterprise could select
from, in designing environmental measurement system
which will monitor its environmental performance as
shown in Table.1. However this does not mean that the
enterprise should select all of them, but they should
choose with respect to their own criteria. Also it has to
be noted that this performance measurement system is
not a constant entity but will change with respect to the
changes and needs of the measurement system for that
enterprises.
The following indicators are of strategic point of view
and will help in setting the direction
Environmental policy: This measure emphasizes on
the existence and of an environmental polity
implemented in an enterprise. This not only
includes wildlife or nature but also quality of life as
well.
Environmental Consciousness: This measure is not
only concerned with the awareness of the
environmental sustainability in the establishment
but also a mindset where everyone is motivated to
minimize any harmful effects on the environment.
Environmental Improvements: It is the efforts put
by the organization in improving or repairing the
harm caused on the environment.
1062 | P a g e
6. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
Quality of environmental life: It deals with the
establishment in are areas which are already
vulnerable to the pollution or the extermination of
vegetation or wildlife, or the worsening of the
quality of life.
The following performance indicators focus
mainly of the tactical level in the enterprise.
Supplier’s Environmental policy: This indicator
focuses on the suppliers take on the environmental
implementation.
Level of Environmental effects by the supplier: It
deals with the pollution, energy use and resources
which are replaceable andwaste levels of the
supplier
Harmful Goods: It deals with the harmful and
environmentally dangerous good which are
purchased by the suppliers.
The 3R Concepts: It deals with the level of
implementation of Reuse, Remanufacture and
Recycle concepts by the suppliers.
The following performance indicators
concentrate more on the operational level of the
enterprise.
Waste: The amount of waste which is produced by
or in connection to the enterprise.
Pollution: The amount of pollution which is
discarded into the sea, land and air.
Energy: The amount of energy which is consumed.
Resources: The amount of the resources which are
irreplaceable.
Fig.6 Reverse Supply Chain Management
PERFORMANCE
MEASURES
THROUGH
THREE SUSTAINABILITY PERSPECTIVES:
The following performance measures are with
respect to three perspectives in sustainability, which
are environment, economic and social perspective as
shown in Table.1.
Environmental Perspective: In this aspect of the
sustainable measures deals directly with the
environmental preservation. These measures may
include as follows
Environmental process improvement: This
measure deals with the amount of efforts by the
enterprise in optimizing and improving the
operations and the processes in minimizing the
environmental impact. This measure may include
reduction of waste, pollution control etc.
www.ijera.com
www.ijera.com
Environmental Products: This measure makes sure
that the final product or the resources
specifications and characteristics do not effect in
any way in degrading the environment. This
measure may include eco labeling, design for
assembly etc.
Environmental Recycling: This measure allows
analyzing the level of recycling processes which
may include time for recycling, energy consumed
etc as can be seen in Fig.6. This measure may
include waste during recycling etc.
Environmental Technology Improvements: As the
name suggest the measure deals with the
improvements or the introduction of new
technology for the improvement of the
environmental impact. This measure may include
the introduction of new processes etc.
Economic Perspective: The following
measures deals with economic aspect in the enterprise
sustainability. This aspect may include the following
measures.
Environmental Expenses: This measure help in
analyzing the net or the total amount which in
invested in making the enterprise environmental
friendly and sustainable. This measure may
include recycling costs, disposal costs etc.
Environmental traditional costs: This measure
includes the regular costs which deal with the
normal operations which are used to assess in
comparison with the environmental expenses. This
measure may include cost of delivery, inventory
costs etc.
Environmental Quality: This measure deals with
the product standard and quality. This may include
customer complains, warranty etc.
Environmental Flexibility: This measure the
ability of the enterprise to adjust to the upcoming
changes to the operations and processes. This may
include flexibility in production, flexibility in
delivery etc.
Environmental Responsiveness: This measures the
responsiveness at which it adjusts to the changing
processes and operations. It may include Lead
time etc.
Social Perspective: The following measures
deals with the Social aspect of the enterprises
sustainability. This may include the following
measures.
Environmental Commitment: This measure deals
with the responsibility of the enterprises
management in making sure that the
environmental sustainability is intake withy
biasness regardless of the selection of the
suppliers etc. This may include number of
environmental management initiatives etc.
Environmental Customer Satisfaction: This
measure deals with the customer opinions for the
environmental and sustainable operations and
processes. This may include interests of customer
1063 | P a g e
7. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
in sustainable products, Satisfaction of the
customers towards the green products etc.
Environmental Development of Employees: This
measures the employee’s involvement in the
www.ijera.com
practice of environmental sustainability in the
enterprise. This may include environmental
programs
for
the
employees
etc.
Table.1 Green Performance Measurement Indicators with different perspective, measures, metrics and
references respectively
S.no
1(a)
Performance Perspective
Strategic Level
Measures
Measures
Metric
References
Environmental policy
ISO 14000 Implementation
[1] [37] [38]
Environmental Consciousness
Environmental Improvement
Quality of Green Life
1(b)
Tactical Level Measures
Suppliers Environmental Policy
Harmful Environmental effects
Harmful Resources
Management understanding of
Sustainability
Number of steps taken for
environmental improvement
No of establishments effecting
vegetation and wildlife
No of suppliers having ISO 14000
Energy usage and pollution levels of the
suppliers
Harmful goods purchased by the
suppliers
[2] [18] [13]
[2] [21]
[5] [29]
[29] [37] [38]
[3] [25] [28]
[11] [39]
The 3R Concepts
Waste
Amount of waste produces
[8] [30]
Amount of pollution emitted
[16] [13]
Energy
Operational Level
Measures
[2] [18]
Pollution
1(c)
Level of implementation of Recycling,
Reuse and Remanufacturing by supplier
Amount of energy which is used
Amount of harmful resources which are
used
[17] [18] [40]
Number of Waste reduction initiatives
[3] [19]
Resources
2(a)
Environmental Aspect
Environmental Process
Improvement
Environmental Products
[10] [14]
[37] [39]
Total Environmental expense
Recycling Cost, Disposal cost etc.
[2] [8] [19]
Cost of delivery, Inventory cost etc.
[4] [14]
Number of customer complains etc.
[3] [13]
Environmental Flexibility
Flexibility in delivery, production etc.
[34] [35]
Environmental Responsiveness
Social Aspect
No of introduction of improved
environmental friendly processes
Environmental Quality
2(c)
[23] [36]
Environmental Traditional Cost
Economic Aspect
[4] [30]
Level of Recycling
Environmental Technology
2(b)
Eco-labeling
Environmental Recycling
Lead Time
No of Environmental management
initiatives
Customers awareness and satisfaction
towards green products
Number of Environmental programs for
the employees
Number of suppliers having
Environmental Certification
Amount of hazardous materials in
product manufacture
[3] [16] [25]
Remanufacturing Initiatives
[3] [19]
Environmental Commitment
Environmental Customer
Satisfaction
Environmental Development of
employees
3(a)
Supply Chain Aspect
Environmental Purchasing
Environmental Design
Environmental Manufacturing
Environmental Distribution
Reverse Logistics
www.ijera.com
Amount of CO2 Produced in
Distribution
Amount of used product which is
reused and recycled
[1] [12]
[9] [34]
[39]
[2] [18]
[2] [4] [33]
[6] [39]
[1] [32]
1064 | P a g e
8. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
GREEN SUPPLY CHAIN MANAGEMENT
PERFORMANCE INDICATORS:
Zhu & Sarkis [3] [24], Srinivastava [1] has
defined a Green supply chain management as the
integration of environmental consideration or
consciousness into the supply chain, which may
include the service and product design,
procurement, manufacturing operations and
processes, product distribution and the product’s
end of life cycle management for making the
enterprise more environmentally and sustainably
competitive. The green supply chain management
performance indicators may be divided into
Environmental purchasing [2] [18], Environmental
Design [2] [38], Environmental Manufacturing [3]
[19] [39], Environmental Distribution [6] [39],
Reverse logistics [32].
Environmental Purchasing: This measure deals
with
the
environmentally
conscious
purchasing, which makes sure that the
materials which are purchased should meet the
green and environmental standards which are
established by the organization or enterprise.
These may include the filtration of the
suppliers which are certified with ISO 14000,
reuse, recycle in the purchasing aspect etc [37]
[38].
Environmental Design: This measures the
issues which are related to the environmental
conscious design processes throughout the life
cycle including the aspect of reduce, reuse and
remanufacturing (The three R’s). This measure
may include product design while making sure
the production process is environmental
friendly, not using hazardous materials in
making products etc [3] [39].
Environmental Manufacturing: This measures
deals with the reduction of processes in
manufacturing which are harmful to the
environment. This measure includes concepts
including reuse, remanufacture andrecycle
advancements in the manufacturing technology
keeping in mind the environmental aspects etc
[3] [19].
Environmental Distribution: This measure
deals with the integration of environmental
concepts in transportation, packaging and the
logistics activities. This measure includes
reduction of CO2 emissions in the
transportation and distribution of products, the
usage of environmental friendly products in
packaging etc [6] [39].
Reverse logistics: This measure includes the
implementation of reuse, recycling and
remanufacturing concepts in the enterprise.
This measure includes the amount of used
products which is recycled, the amount of
products which is remanufactured etc [4].
www.ijera.com
VII.
www.ijera.com
CONCLUSION
In this research paper, the manufacturing
and machine tool systems energy efficiency
applications have been analyzed and discussed. The
study indicates that any improvement ofthe
environmental aspects in manufacturing can only
be done with consideration of both the aspects from
machine tool to manufacturing. The enhancements
on the machine tool level can be highly improved if
it is coupled with the enhancements made on the
manufacturing operations and process levels. Thus
these two concepts have to be considered
simultaneously
to
improve
environmental
efficiency. Environmental implementation, barriers
and their remedies are also elucidated.
This paper has also developed the
environmental
performance
measurement
indicators, modeled on strategic, tactical and
operational level in the enterprise. The second sets
of indicators are developed based on the three
perspectives namely environmental, economic and
social aspects of the sustainability in the enterprise.
The third sets of indicators were developed from a
green supply chain perspective to ensure a better
control for the enterprise management to analyze
the effects of these aspects on the environmental or
sustainable performance on the supply chain level.
These measures will help in improving the
environmental performance in the organization by
the implementation of the environmental
performance measurement system, which will help
the management in making an informed decision
andin making any strategies for environmental
improvement in the organization.
It is also found that the need for the
enterprises to undertake operations in an
environmental conscious perspective is highly
needed not only for the environmental benefits but
also for the enterprises competitiveness. Thus in
this paper it is suggested that if the enterprise have
to improve its environmental performance then it
requires the means to measure and monitor its
environmental status and thus derive solutions to
improve it with the information derived from it.
This paper also proposes the Green Performance
indicators for the enterprises green performance
measurement system throughout the enterprises
dimensions.
This paper also suggests that the
manufacturers should realize the importance of
environmental processes and operations, not just
for the sake of environmental safety but also for
their competitiveness and thus implement green
performance measurement systems in their
enterprise.
FUTURE SCOPE
This paper also suggested a perspective to
future research. A detailed study needs to be
undertaken, to know which performance measures
1065 | P a g e
9. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
or practices are more important and advantageous
than the others. These practices should be executed
keeping in mind the environmental sustainability of
the enterprise.This will help the enterprise in
prioritizing and making informed decisions after
analyzing and selecting all the green performance
measures and matrices.
[11]
[12]
REFERENCES
[1]
[2]
[3]
[4]
[5]
[6]
[7]
[8]
[9]
[10]
K. Srivastava, Green supply-chain
management: a state-of-the-art literature
review.
International
Journal
ofManagement Reviews, 9(1), 2007, pp.
53-80.
Q. Zhu, J. Sarkis, J. Cordeiro andK. Lai,
Firm level correlates of emergent green
supply chain management practices in the
Chinese context. Omega, 36 (4), 2008, pp.
577-91.
Q. Zhu, J. Sarkis& K. Lai, Green supply
chain management: pressures, practices
and performance within the Chinese
automobile
industry,
Journal
of
CleanerProduction, 15(11), 2007, pp.
1041- 1052.
A.A. Hervani, M.M. Helms and J. Sarkis,
Performance measurement for green
supply
chain
management
and
Benchmarking, An International Journal,
12(4), 2005, pp. 330-353.
B.M. Beamon, Designing the green supply
chain, Logistics Information Management,
1999, 12(4), pp. 332-342.
B.M. Beamon, Measuring supply chain
performance. International Journal of
Operations
&ProductionManagement,
19(3), 1999, pp. 275-292.
U. Pal, Identifying the Path to Successful
GreenManufacturing. Journal of Minerals,
Metals and MaterialsSociety, 2002,54(5),
pp. 25-25.
U. Bititci, T. Turner andC. Begemann,
Dynamics of performance measurement
systems.
International
Journalof
Operations & Production Management,
20(6), 2000, pp. 692-704.
P. Rao and D. Holt. Do green supply
chains lead to competitiveness and
economic performance. International
Journal of Operations and Production
Management, 25(9), 2005, pp. 898-916.
K. Bunse, M. Vodicka, P. Schönsleben,
M. Brülhart, F.O. Ernst, Integrating
energy
efficiency
performance
in
production management – gap analysis
between industrial needs and scientific
literature,Journal of Cleaner Production,
19(1), 2011, pp. 667-679.
www.ijera.com
[13]
[14]
[15]
[16]
[17]
[18]
[19]
[20]
[21]
[22]
www.ijera.com
T. Behrendt, A. Zeina, S. Min,
Development of an energy consumption
monitoring procedure for machine tools,
CIRP Annals – Manufacturing Technology
61(1), 2012, pp. 43-46.
G. Kannan, T.C.C. Edwin, Environmental
Supply Chain Management, Resource,
Conservation and Recycling, 55(6), 2011,
pp.557-558.
Y.H.L. Venus, Green management
practices and firm performance: A case of
container terminal operations, Resource,
Conservation and Recycling, 55(6), 2011,
pp.559-566.
A.L.
Mehmet,
M.G.
Surendra,
Performance improvement potential of
sensor
embedded
products
in
environmental supply chain, Resource,
Conservation and Recycling, 55(6), 2011,
pp.580-592.
D. Ali, G. Kannan, An analysis of the
drivers affecting the implementation of
green suspply chain management,
Resource, Conservation and Recycling,
55(6), 2011, pp.659-667.
O.U. Ezutah, W.Y. Kuan, S.M. Awalusin,
Development of Key performance
measures for the automobile green supply
chain, Resource, Conservation and
Recycling, 55(6), 2011, pp.567-579.
W. Helen, D.S. Lucio, M. Datian, Drivers
and barriers to environemnet supply chain
management practices: Lessons from the
public and private sector, Journal of
Purchasing and Supply Management, 14
(1), 2008, pp.69-85.
K.E. Tarig, Z. Suhaiza, T. Ramayah,
Green supply chain initiatives among
certified companies in Malatsia and
environmental sustainability: Investigating
the outcomes, Resources, Conservation
and recycling, 55(5), 2011, pp.495-506.
Srivastava. S, Green supply chain
management a state of the art literature
review. Jouranal of management review,
9(1), 2007, pp.53-80.
Sroufe. R, Effects of environmental
management systems on environmental
management practices and operations,
Production and Operations Management,
12(3), 2003, pp.416-31.
Subramanian. P.M, Plastics recycling and
waste management in the US,Resources,
conservation and recycling, 28(3), 2000,
pp.253-263.
Wong. W.P, Wong. K.Y, Supply chain
performance measurement system using
DEA modeling, Industrial management
and data systems, 107(3), 2007, pp.81361.
1066 | P a g e
10. Syed Ibrahim Dilawer et al Int. Journal of Engineering Research and Applications
ISSN: 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.1058-1067
[23]
[24]
[25]
[26]
[27]
[28]
[29]
[30]
[31]
[32]
[33]
[34]
[35]
Wu. C.C, Chang. N.B, Grey input-output
analysis and its application for
environmental cost allocation, European
journal of operations research, 145 (1),
2000, pp.175-201.
Zhu and Sarkis, Relationship between
operational practices and performance
among early adaptation of green supply
chain management practices in Chinese
manufacturers. Journal of operations
management, 22 (1), 2004, pp.265-289.
Zhu. Q and Geng. Y, Integrating
environmental issues into supplier
selection and management, Greener
Management International, 35 (1), 2001,
pp.27–40.
Zsidisin, G.A, Siferd. S.P, Environmental
purchasing: a framework for theory
development, European journal of
purchasing and supply management, 7(1),
2001, pp.61-73.
Scherpereel. C,Koppen. V, C.S.A,
Heering, G.B.F. Selecting environmental
performance
indicators.
Greener
Management International, 33 (1), 2001,
pp.97–114.
Sarkis. J, Supply chain management and
environmentally conscious design and
manufacturing,Intrnational journal of
environmentally conscious design and
manufacturing, 4(1), 1995, pp43-52.
Lee. K.H, Why and how to adopt green
management into business organizations,
Management Decision, 47(7), 2009,
pp.1101-1121.
Sarkis. J, Cordeiro. J, An empirical
evaluation
of
the
environmental
efficiencies and firms performance
pollution prevention verses end of life
practices,European journal of operations
management, 135 (1), 2001, pp.102-113.
Christian. N.M, Chu. H.K, Handbook od
Sustainability
Management,
World
Science, 2012
Alan. M, Sharon. C, Anthony. W,
Michael. B, Green Logistics: Improving
the Environmental Sustainability of
Logistics, Kogan page Publishers, 2010.
Stuart. E, Vivek. S, Green Supply Chains:
An Action Manefesto, John Wiley & Sons,
2010.
W. Hsiao-Fan, S.M. Gupta, Green Supply
Chain Management: Product Life Cycle
Approach, McGraw Hill Professional,
2011.
T.
Paolo,
Business
Performance
Measurement and Management: New
contexts, Theames and Challenges,
Springer, 2010.
www.ijera.com
[36]
[37]
[38]
[39]
[40]
www.ijera.com
Robert. P, The Lean Sustainability Chain:
How to create a green infrastructure with
lean technologies, FT Press, 2012.
Tom. T, Ira. F, ISO 14000: A Guide to the
new environmental management standard,
Irwin Professional Publications, 2007.
Tom. T, Ira. F, Implementing ISO 14000:
A practical comprehensive guide to the
ISO 14000 environmental management
standard, McGraw-Hill, 2009.
Anthony.
M.H,
Nicholas.
J.R,
Sustainability: A systematic approach,
Earthscan, 2000.
Gunther. S, Sustainability Manufacturing:
Shaping Global Value Creation, Springer,
2012.
1067 | P a g e