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Solid Waste Management -A Case Study of Amravati City ... - IJGHC

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E-ISSN: 2278-3229<br />

International Journal <strong>of</strong> Green and Herbal Chemistry<br />

Available online at www.ijghc.org<br />

Green Chemistry<br />

<strong>IJGHC</strong>; September-November, 2012; Vol.1.No.3, 245-255.<br />

Research Article<br />

<strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong> -A <strong>Case</strong> <strong>Study</strong> <strong>of</strong> <strong>Amravati</strong> <strong>City</strong>,<br />

Maharashtra<br />

Shivasharanappa 1* , Milind M Shrirao 1<br />

1* Department <strong>of</strong> Civil Engineering, P. D. A. College <strong>of</strong> Engineering<br />

(Autonomous Institution) Gulbarga, Karnataka State, India.<br />

Received: 2 September 2012; Revised: 19 September 2012; Accepted: 25 September 2012.<br />

Abstract: Existing municipal solid waste management by <strong>Amravati</strong> Municipal<br />

Corporation was studied extensively in respect <strong>of</strong> collection, transportation, and<br />

disposal methods. <strong>Solid</strong> wastes from seven locations <strong>of</strong> the study area were<br />

analyzed for physical, chemical and other parameters. Optimization studies <strong>of</strong><br />

transfer and transportation <strong>of</strong> solid waste also studied so as to arrive at appropriate<br />

routes and haul costs to the existing methodologies.<br />

Keywords: <strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong>, Physical components, Chemical<br />

characteristics, Optimisation, Haul cost.<br />

INTRODUCTION<br />

The word 'waste' refers to useless, unwanted or discarded materials which are no longer considered <strong>of</strong><br />

sufficient value and are thrown away by the possessor <strong>Waste</strong> include solid, liquid and gaseous. The wastes<br />

in the solid or semisolid forms are called "<strong>Solid</strong> <strong>Waste</strong>s". <strong>Solid</strong> wastes are Classed or refused. Refuse<br />

comprises all <strong>of</strong> solid wastes resulting from the normal activities <strong>of</strong> the community except excreta. <strong>Solid</strong><br />

<strong>Waste</strong> <strong>Management</strong> is the discipline associated with the control <strong>of</strong> generation, storage, collection, transfer,<br />

processing and disposal <strong>of</strong> solid waste with the best principles <strong>of</strong> public health, economies, engineering<br />

conservation aesthetics and other environmental considerations and that is also responsive to public<br />

attitudes. In its scope solid waste management includes all administrative, financial, legal planning and<br />

engineering, functions involved in solutions to all problems <strong>of</strong> solid wastes. The solutions may involve<br />

complex interdisciplinary relationships among such fields as political science, city and regional planning,<br />

geography, economics, public health, sociology, demography, communications, and conservation as well<br />

as engineering and material science.<br />

245 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> <strong>Waste</strong>...<br />

Shivasharanappa and Milind M Shrirao.<br />

Objectives <strong>of</strong> the <strong>Study</strong>:<br />

1. Characterization <strong>of</strong> solid waste <strong>of</strong> <strong>Amravati</strong> city.<br />

2. To study the existing system <strong>of</strong> collection, transportation and disposal <strong>of</strong> solid waste <strong>of</strong> <strong>Amravati</strong><br />

Municipal Corporation<br />

3. To optimize transportation through economical way from transfer station to disposal site.<br />

4. To suggest treatment method for different refuse as per requirement.<br />

5. To suggest number <strong>of</strong> containers at transfer point as per requirement.<br />

MATERIALS AND METHODS<br />

In 1853, the present day territory <strong>of</strong> <strong>Amravati</strong> district as a part <strong>of</strong> Berar Province was assigned to the<br />

British East India Company, following a treaty with the Nizam <strong>of</strong> Hyderabad. In 1956, <strong>Amravati</strong> district<br />

became part <strong>of</strong> Bombay State and after its bifurcation in 1960; it became part <strong>of</strong> Maharashtra State.<br />

Location map <strong>of</strong> <strong>Amravati</strong> city is presented in Fig.1.<br />

Educational: Educationally <strong>Amravati</strong> city is one <strong>of</strong> the main educational centres in Maharashtra state as<br />

well as in country. <strong>Amravati</strong> University provides best courses for students across the country. 6<br />

Engineering Colleges & 1 Medical College are in <strong>Amravati</strong> city.<br />

246 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> Waist...<br />

Shivasharanappa Milind M Shrirao.<br />

Climate: Temperature ranges from 17.8 o C during winter to 34.4 o C during summer, Humidity varies<br />

from 14% during summer to 33% during rainy days.<br />

CONFIGURATION<br />

The latitude and longitude <strong>of</strong> <strong>Amravati</strong> is 20° 56' 0" N / 77° 45' 0" E<br />

Geology: Northern part <strong>of</strong> district is mostly hilly area & covered by forest. The North West part is cover<br />

by thick forest <strong>of</strong> teak. The central part is covered by Purna alluvium, total area is 3053 sq km. The Purna<br />

alluvium consist <strong>of</strong> silt, clay, sand, while Bazada zone foothill portion <strong>of</strong> Satpuda range covers part <strong>of</strong><br />

Anjangaon, Surji, Achalpur & Chandur bazar taluka consisting <strong>of</strong> clay, boulders & pebbles. The total<br />

coverage <strong>of</strong> this area is 25% while other 75% area is Deccan trap mostly jointed vesicular basalt type.<br />

Present status <strong>of</strong> solid waste management in <strong>Amravati</strong> <strong>City</strong>: In the present study we have gathered some<br />

important information through visits at various sites <strong>of</strong> Municipal Corporation <strong>of</strong> <strong>Amravati</strong> <strong>City</strong>, also<br />

meeting with the employees <strong>of</strong> M.C.A those who are involved in solid waste management program.<br />

M.C.A area is121.65 sq km divided in four Prabhag Samitis, which are divided into 27 electoral zones<br />

(Table 1). There are various agencies, which produces the various solid wastes such as hospital, vegetable<br />

market, domestic etc. At present AMC has provided about 450 containers, for various areas to collect<br />

refuse is shows in Table 2. In some area one container is insufficient because some area is densely<br />

populated. But in some areas, single container is sufficient for some developed area such as camp,<br />

Mangilal plot etc. At present there is only one disposal point available in AMC which is "Sukali disposal<br />

(station) depot" but its capacity is inadequate from last five to six years. Even though the AMC used this<br />

depot since from 30 year, that time this depot was 8.00 km away from the city, but due to increases in<br />

population <strong>of</strong> city and civilian area, <strong>Amravati</strong> Nagar Palika got converted into Municipal Corporation.<br />

Now the depot is 0.5 to 0.75 km away from the city (i.e. distance is measured from the end house <strong>of</strong> city).<br />

In <strong>Amravati</strong> city, on an average 200 to 250 MT <strong>of</strong> solid waste is generated per day <strong>of</strong> various types such<br />

as glass, plastics, house refuse, kitchen waste, sand, silt, debris, paper etc. excluding bio- medical hazards<br />

wastes, industrial wastes, etc.<br />

From the information <strong>of</strong> AMC solid waste management and disposal, contract was taken by "Puja<br />

Construction Company". Company uses 10 tracks and 12 dumper places, but user dumper place is only<br />

half percentage. <strong>Amravati</strong> city is surveyed and after observing the problem and discussion with the local<br />

people <strong>of</strong> the area, it is suggested for improvement <strong>of</strong> disposing solid waste in container and their nos. as<br />

per required & existing position shown in Table 3. The management <strong>of</strong> solid waste system is not proper;<br />

it is hence desirable that necessary pr<strong>of</strong>essional leadership is provided for good organization. On present<br />

disposal site there is only the dumping <strong>of</strong> solid waste is going on at randomly and there is not separation<br />

<strong>of</strong> organic and inorganic material due to which there is lot <strong>of</strong> odour nuisance & fly nuisance. For this<br />

project, AMC area is divided in seven zones called transfer station for collection <strong>of</strong> MSW, which should<br />

be easily accessible and there should not be any objection by the people and five disposal sites are<br />

selected beyond the <strong>Amravati</strong> city. The distance between transfer stations to disposal site is shown in the<br />

Table 4. Presently AMC adopted only dumping at site and no treatment is done. No open wells/ bore<br />

wells reported in the dumping area.<br />

Present <strong>Study</strong>: Quantity and Characteristics <strong>of</strong> solid waste depends upon various factors such as lifestyle,<br />

food habits, standard <strong>of</strong> living, the extent <strong>of</strong> industrial and commercial activities in the area, cultural<br />

traditions <strong>of</strong> inhabitants, climate etc. Several studies, Karthikeyan (2008), Prasad (2008), Prasad,<br />

Karthikeyan and Srivastava (2009) have assessed Quantity and Characteristics <strong>of</strong> Municipal <strong>Solid</strong> <strong>Waste</strong><br />

generated in Tirupati. In this study quantity, characteristics <strong>of</strong> solid waste and optimisation studies were<br />

carried out.<br />

247 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> <strong>Waste</strong>...<br />

Shivasharanappa and Milind M Shrirao.<br />

Table-1: Prabhag Samitis <strong>of</strong> AMC with their electoral zones.<br />

Prabhag<br />

samitis<br />

4<br />

4 wards<br />

Prabhag<br />

samitis<br />

Electoral<br />

zone- no.<br />

Prabhag<br />

samitis<br />

Electoral<br />

zone no<br />

Prabhag<br />

samitis<br />

Electoral zone<br />

no<br />

1 V.M.V-01 2 Mahajnpura - 3 Chaparashipura-<br />

Gadgebaba-<br />

10<br />

04<br />

6 wards 02 8 wards Haidrpura -1 8 wards Benoda -05<br />

Vidyapith-<br />

1<br />

Congresnagar-<br />

03<br />

Gombhirpura-<br />

16<br />

Morbag-13<br />

12<br />

Adaneshwar-17<br />

Rampuri-14<br />

Gorokshan -<br />

Ambikanagar-<br />

Shrikrishna<br />

20<br />

18<br />

peth-15<br />

lndrophavan-<br />

Jagechowk -25<br />

21<br />

Vivekananda -<br />

Bhajibazar-23<br />

26<br />

Chayyanager-<br />

Rajapeth -27<br />

23<br />

Nagpurigate-<br />

24<br />

Above Prabhag Samitis have used total container at their transfer station (Table 2)<br />

Electoral zone<br />

no<br />

MIDC- 06<br />

Junivasti-7<br />

Sainagar-09<br />

Dasaramaidan-<br />

19<br />

Table-2: Ward wise containers.<br />

Prabhag<br />

E - wards<br />

Total<br />

Containers Equipment Open<br />

Dumper<br />

Samitis<br />

Population<br />

trucks<br />

Places<br />

1 6 238697 138 DP<br />

2 8 3,02461 100 DP<br />

3 8 304615 146 DP 10 12<br />

4 5 250446 66 DP<br />

Total 27 1096219 450 10 12<br />

248 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


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Shivasharanappa Milind M Shrirao.<br />

Table-3: Area wise existing and required container<br />

Transfer<br />

station<br />

Symb<br />

ol<br />

Popul<br />

ation<br />

Transfer<br />

waste<br />

unit/day<br />

Disposal<br />

site<br />

Capacit<br />

y unit<br />

Area<br />

for<br />

disposa<br />

l in<br />

acre<br />

<strong>Waste</strong><br />

generated<br />

in MT<br />

Name <strong>of</strong><br />

Disposal<br />

Site<br />

Badnera<br />

juniwasti<br />

Rajapeth<br />

Market<br />

Yashodh<br />

a Nagar<br />

Chapara<br />

shipura<br />

T1 16369<br />

7<br />

T2-A 12171<br />

4<br />

T2-B 18257<br />

0<br />

T3 20246<br />

1<br />

113 D1 110 5 40.11 Loni<br />

52 D2 177 8 18.26 Bhankhed<br />

a Area<br />

52 D2 177 8 23.55 Bhankhed<br />

a Area<br />

131 D3 154 7 46.57 Rajura<br />

Bhim<br />

Nagar<br />

T4-A<br />

12533<br />

1<br />

101<br />

D4 66 3 36<br />

Rewsa<br />

Shegaon T4-B 94989 53 D4 66 3 18.71 Rewsa<br />

Mahajan<br />

pura<br />

T5 20545<br />

7<br />

123 D5 132 6 43.76 Lontek<br />

D- Disposal site T = transfer station<br />

Table-4: Distance between transfer stations to disposal (All distances in Km.)<br />

Disposal<br />

site<br />

D1 D2 D3 D4 D5<br />

Transfer<br />

station<br />

T1 10.00 17.00 21.00 22.00 12.00<br />

T2-A 16.00 7.00 15.00 19.00 13.00<br />

T2-B 16.50 9.50 15.00 16.00 11.00<br />

T3 19.00 12.50 10.00 16.00 16.50<br />

T4-A 23.00 19.00 15.00 9.00 10.00<br />

T4-B 23.50 17.00 12.00 9.50 12.00<br />

T5 15.00 8.50 16.00 15.50 8.00<br />

249 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> <strong>Waste</strong>...<br />

Shivasharanappa and Milind M Shrirao.<br />

RESULTS AND DISCUSSION<br />

In the present study we observed physical and chemical characteristics <strong>of</strong> refuse from various areas <strong>of</strong><br />

AMC as per standard methods, and the results are as given below.<br />

Physical Characteristics: The results <strong>of</strong> the physical analysis <strong>of</strong> AMC solid waste were determined by a<br />

wet- weight are shown in Table 5. Chemical Characteristic: The results <strong>of</strong> chemical characteristics <strong>of</strong><br />

AMC solid waste were presented in Table 6.<br />

Optimization <strong>of</strong> Transfer & Transportation <strong>of</strong> Refuse for AMC:<br />

Haul cost: Haul time can be computed by using the equation<br />

Haul time hr/trip = 0.08 hr / trip + 0.025 hr / km<br />

The haul cost assumed Rs. 60 / hr<br />

Solution: The station depends on cost <strong>of</strong> hauling waste from each transfer station to each disposal site<br />

develop a material <strong>of</strong> haul cost which is shown in the Table 7. The cost matrix that follows relates the<br />

cost <strong>of</strong> transfer station unit <strong>of</strong> solid waste from each transfer station (T1) to each disposal site using the<br />

given data.<br />

Example: To compute the haul cost by using above expression.<br />

T1 to D1 = 10.00 km (from Table 4)<br />

Haul cost per unit/ day = 0.08 + 0.025 X 10 = 0.33<br />

Haul cost = 0.33 X 60 = 19.80<br />

Optimality Analysis <strong>of</strong> Transportation: In the transportation matrix, it is compute the lowest cost, for find<br />

the opportunity cost relevant to each row and column. The object is to minimize the cost <strong>of</strong> transportation<br />

while meeting the requirements at the destination. Optimality analysis in transportation consists <strong>of</strong> the<br />

following sub steps from Table 7, 8, 9, 10 & 11. Optimized route is given in Fig.2.<br />

Fig.2: Proposed route optimization<br />

250 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> Waist...<br />

Shivasharanappa Milind M Shrirao.<br />

Table-5: Physical characteristic <strong>of</strong> refuse <strong>of</strong> AMC (All values in % by weight)<br />

Area / ward Paper Plastics Metal Glass Ash<br />

Organic<br />

Matter<br />

Badnera<br />

Junction<br />

5.60 5.60 10.10 5.60 11.10 20.25<br />

Rajapeth Market 10.10 3.30 6.70 3.30 23.30 19.25<br />

Yashoda Nagar 14.30 17.14 5.80 8.60 12.38 19.23<br />

Chaparashipura 2.20 2.20 6.50 2.20 13.00 23.15<br />

Bhim<br />

Nagar<br />

4.40 5.60 10.00 10.00 10.40 25.26<br />

Shegaon 2.40 8.30 4.45 10.90 11.47 26.27<br />

Mahajan Pura 9.90 9.30 3.30 7.27 9.26 25.27<br />

Table-6: Chemical characteristics <strong>of</strong> refuse <strong>of</strong> AMC (All values in % by weight)<br />

Area/<br />

ward<br />

Badnera<br />

juniwasti<br />

Rajapeth<br />

market<br />

Yashoda<br />

Nagar<br />

Chapara<br />

shipura<br />

Bhim Nagar<br />

Shegaon Mahajanpura<br />

Moisture<br />

content<br />

Organic<br />

matter<br />

22.19 16.23 17.25 19.28 15.25 17.27 24.23<br />

20.25 19.25 19.23 23.15 25.26 26.27 25.27<br />

C% 12.56 12.51 11.95 15.32 25.30 15.80 14.2<br />

N% 0.60 0.61 0.55 0.58 0.6 0.20 0.42<br />

P as P2 O5<br />

%<br />

K as K2 O<br />

%<br />

0.70 0.71 0.67 0.59 0.10 0.20<br />

0.70 0.73 0.72 0.67 0.25 0.40<br />

0.24<br />

0.54<br />

C/N 20.35 20.47 21.45 26.23 48.50 15.30 18.90<br />

Ph 7.2 7.3 7.6 8.1 8.4 6.9 7.1<br />

Density<br />

kg/m3<br />

375 350 320 300 400 370 420<br />

251 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> <strong>Waste</strong>...<br />

Shivasharanappa and Milind M Shrirao.<br />

Table-7: Distance form transport station to disposal site. (All distances in km)<br />

Disposal Site D1 D2 D3 D4 D5<br />

Transfer<br />

Station<br />

Container<br />

Provided<br />

Container<br />

Required<br />

T1 10.0 17.00 21.00 22.00 12.00 66 113<br />

T2-A 16.00 7.00 15.00 19.00 13.00<br />

T2-B 16.50 9.50 15.00 16.00 11.00<br />

100 118<br />

T3 19.00 12.50 10.00 16.00 16.50 84 131<br />

T4-A 23.00 19.00 15.00 9.00 10.00<br />

T4-B 23.50 17.00 12.00 9.50 12.00<br />

120 154<br />

T5 15.00 8.50 16.00 15.00 8.00 80 123<br />

Table-8: Modified haul cost.<br />

Transfer<br />

Station<br />

Disposal Sites<br />

D1 D2 D3 D4 D5<br />

T1 19.80 30.30 36.30 37.80 22.80<br />

T2 29.18 17.18 27.30 31.05 22.80<br />

T3 33.30 23.55 19.80 28.80 29.55<br />

T4 39.68 31.80 25.05 18.68 21.23<br />

T5 27.30 17.55 28.80 28.05 16.80<br />

252 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> Waist...<br />

Shivasharanappa Milind M Shrirao.<br />

Table-9: Solution matrix showing allocation <strong>of</strong> waste in unit / day.<br />

Transfer Station<br />

Disposal Sites<br />

D1 D2 D3 D4 D5<br />

T1 113<br />

T2 118<br />

T3 131<br />

T4 154<br />

T5 123<br />

Table-10: The above repetition made in single matrix.<br />

Transfer<br />

Station<br />

Disposal Site<br />

D1 D2 D3 D4 D5<br />

T1 19.80 30.30 36.30 37.80 22.80<br />

T2 29.18 17.18 27.30 31.05 22.80<br />

T3 33.30 23.55 19.80 28.80 29.55<br />

T4 39.68 31.80 25.05 18.68 21.23<br />

T5 27.30 17.55 28.80 28.05 16.80<br />

Table-11: Haul operation.<br />

From To Unit Haul Cost<br />

Per Unit Cost Total Cost<br />

T1 D1 113 19.80 2237.4<br />

T2 D2 118 17.18 2027.24<br />

T3 D3 131 19.80 2593.8<br />

T4 D2 154 31.80 4897.2<br />

T5 D5 123 16.80 2066.4<br />

Total Cost in Rupees 13822.04<br />

CONCLUSIONS<br />

From the study and on the basis <strong>of</strong> information & survey conducted in the city some conclusions and<br />

suggestions are drawn. As the AMC used only one disposal site but its capacity is inadequate from last<br />

five years, and hence there should be five disposal sites for convenient disposal <strong>of</strong> MSW from seven<br />

253 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.


<strong>Solid</strong> <strong>Waste</strong>...<br />

Shivasharanappa and Milind M Shrirao.<br />

transfer stations. Containers should be provided at separate compartment, one for wet waste and other for<br />

dry waste, at transfer station. In each transfer area solid waste should be stored separately in dustbin by<br />

house owner. If the two or three area are nearer to each other, there should be one common point for the<br />

collection <strong>of</strong> container, at that point there should be a provision <strong>of</strong> empty stand-by containers, i.e. when<br />

filled up container brought to that common point, empty stand-by container can be replaced by the filled<br />

up container. The allocated points for the container should not be far away, other wise the people will face<br />

the problem <strong>of</strong> disposal <strong>of</strong> refuse. Some places required more number <strong>of</strong> containers such as vegetable<br />

market, where huge quantity <strong>of</strong> waste generated creates the odour and nuisance, so waste should be<br />

collected in container and disposed <strong>of</strong>f regularly to disposal site for healthy environment. <strong>Amravati</strong><br />

Municipal Corporation may impose rules and regulation for contractors to increase more number <strong>of</strong><br />

sweepers to collect the refuse for working at different shifts so as to run proper functioning <strong>of</strong> system.<br />

Land fill site shall be fenced. The land fill site should be away from habitation clusters, forest areas, water<br />

bodies, monuments, national parks, wetlands and places <strong>of</strong> important cultural, historical, religious interest.<br />

Plantation should be provided at landfill site. Still the scope for further work remains that, is composting<br />

<strong>of</strong> solid waste and quantity <strong>of</strong> manure, after composting use <strong>of</strong> composted matter, effectiveness <strong>of</strong> manure<br />

on plant growth etc. Optimization suggested to transportation should be followed.<br />

REFERENCES<br />

1. P. Lakshmi Narayana Prasad , J. Karthikeyan and R.C. Srivastava -SWM and Material<br />

recovery in an urban area in India- A <strong>Case</strong> <strong>Study</strong> <strong>of</strong> Tirupati Municipal Corporation – The<br />

24 th International conference on <strong>Solid</strong> <strong>Waste</strong> Technology and <strong>Management</strong>, March 2009,<br />

Philadelphia, U.S.A.<br />

2. J. Karthikeyan, A <strong>Study</strong> on status <strong>of</strong> <strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong> in Tirupati, Research project<br />

sponsored by government <strong>of</strong> India and World Bank through TEQIP under services to<br />

community and Economy, 2008<br />

3. P.L.N. Prasad, <strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong> and waste recycling in Tirupati Municipal<br />

Corporation – A <strong>Study</strong>. M.E Thesis All India Institute <strong>of</strong> Hygiene and public health,<br />

Kolkata, 2008.<br />

4. Sunil Kumar, J.K.Bhattacharyya, A.N.Vaidya, Tapan Chakrabarti, Sukumar Devotta,<br />

A.B.Akolkar, <strong>Waste</strong> <strong>Management</strong>, Assessment <strong>of</strong> the Status <strong>of</strong> Municipal solid <strong>Waste</strong><br />

<strong>Management</strong> in Metro cities, State Capitals, Class I Cities, and Class II towns in India:<br />

An insight from NEERI.<br />

5. Syeda Azeem Unnisa, S. Bhupatthi Rav, Sustainable <strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong>, Apple<br />

Academic Press, 2012.<br />

6. Nicholas P Cheremisin<strong>of</strong>f, Handbook <strong>of</strong> solid waste management and waste, Minimization,<br />

Butterworth Heinemann Publications, 2002.<br />

7. Sunderesan and Bhide, <strong>Solid</strong> <strong>Waste</strong> <strong>Management</strong>, 1989.<br />

*Correspondence Author: Shivasharanappa; Associate Pr<strong>of</strong>essor, Dept <strong>of</strong> Civil<br />

Engineering, P. D. A. College <strong>of</strong> Engineering (Autonomous Institution) Gulbarga,<br />

Karnataka State, India<br />

254 <strong>IJGHC</strong>; 2012, Vol.1, No.3, 245-255.

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