PRESENTATION FOR URBAN MOBILITY CONFERENCE, NAGPUR

Similar documents
Financial Analysis of Solar Electric Bus in India

Nehru National Solar Mission, Phase II

Planning for Sustainable Urban Transport Systems in India - Strengths and Weaknesses

ELENA Introduction and Update. European Investment Bank

World Bank Support to Urban Transport in India

Electric Mobility in Africa Opportunities and Challenges. African Clean Mobility Week, Nairobi/Kenya, March

Madhya Pradesh Road Development Corporation: A Case Study of ADB Assistance for Institutional Development in the Transport Sector in India

ADB Wastewater Management Program in Viet Nam

160 MW Solar-Wind Hybrid project with BESS at Ramgiri, Andhra Pradesh

Electric Vehicle Adoption in the South African Context

Economic Development Benefits of Plug-in Electric Vehicles in Massachusetts. Al Morrissey - National Grid REMI Users Conference 2017 October 25, 2017

STRATEGIC PRIORITIES AND POLICY COMMITTEE MAY 5, 2016

Ministry of Environment and Forests. Ministry of Communication

Paving the way for Renewable Power-to-Gas (P2G) The case of non-individual transport

Back ground Founded in 1887, and has expanded rapidly Altitude about 2500 meters above MSL Now among the ten largest cities in Sub Saharan Africa

building liveable cities

Innovation and Transformation of Urban Mobility Role of Smart Demand Responsive Transport (DRT) service

The Regional Municipality of York. Purchase of Six Battery Electric Buses

An Asset Management Plan for Transit And Access Transit Fleet

Advancing Electric Vehicles in Edmonton SPARK Conference November 8, 2017

Province of North-Brabant ELENA: Zero Emission Buses in the South of the Netherlands

Session 1: Implementing SDG 7 and Achieving Target 7.1 CAMBODIA CHHE LIDIN

Global Fuel Economy Initiative

Energy Transformation In the Transport Sector. FRANCIS ROMANO Knights Energy

Efficient & Sustainable City Bus Services

ELIPTIC results & recommendations

HEV, EV, Diesel Technology ; Indian trends and Role of Government for supporting

The Future of Electric Cars - The Automotive Industry Perspective

A systematic approach to scale up FSM services Case of Government of Maharashtra

Austria. Advanced Motor Fuels Statistics

Building Sustainable Transport Today, Clean Transport Tomorrow

Australia s Experience in Alternative Transport Fuels. An Overview

Urban Transport Development Investment Program (RRP MON 39256) SECTOR ROAD MAP

ELVITEN: #Let sgoelectric

Prasanna Purple Mobility Solutions

Technological Viability Evaluation. Results from the SWOT Analysis Diego Salzillo Arriaga, Siemens

Decarbonization of the Transport Sector and Urban Form

If I had asked people what they wanted, they would have said faster horses. Henry Ford. The role of public transport buses in the energy transition

NYSERDA Alternative Fuel Vehicle Programs. Patrick Bolton and Adam Ruder NYSERDA April 24, 2013

SRA and SDD A View from the EU Member States

Policy for Net-Metering based Renewable Energy Applications, Madhya Pradesh, DRAFT

GEAR 2030 Working Group 1 Project Team 2 'Zero emission vehicles' DRAFT RECOMMENDATIONS

I-5 Electric Highway

AC SUM New Mobility Services Initiative meeting. 22 November 2016

Three ULTra Case Studies examples of the performance of the system in three different environments

Emerging Technologies

The Modernized Green Commercial Vehicle Program

-Mobility Solutions. Electric Taxis

Transportation Electrification: Reducing Emissions, Driving Innovation. August 2017

Promoting Electric Mobility in Developing Countries

MANHARI SOLAR. (Your own renewable energy management experts)

6/6/2018. June 7, Item #1 CITIZENS PARTICIPATION

Planning for Sustainability: Electric Vehicles

Policy Note. Vanpools in the Puget Sound Region The case for expanding vanpool programs to move the most people for the least cost.

SPANISH POLICY WITH REGARD TO ELECTRIC VEHICLES

Unlocking Private Sector Financing for Alternative Fuel Vehicles and Fueling Infrastructure

25 th May Amal Sinha, CEO BSES Rajdhani Power Ltd.

Estimating the cost of electrification technology options to aid electricity access scale up: The case of Ghana

Montgomery County Department of General Services DGS Delivering Green Service

Grasshopper Vision. Accelerate the adoption of sustainable practices by creating accessible and affordable products for everyone.

DemoEV - Demonstration of the feasibility of electric vehicles towards climate change mitigation LIFE10 ENV/MT/000088

Young Researchers Seminar 2015

Curbing emissions and energy consumption in the transport sector how can we deal with it in Warsaw 2012 Annual POLIS Conference

Ex-Ante Evaluation (for Japanese ODA Loan)

Financing Electric Buses PROF. H.M. SHIVANAND SWAMY, CEPT UNIVERSITY, AHMEDABAD

OPTIMAL POLICIES FOR TRANSIT INFRASTRUCTURE

Electric Vehicle Initiative (EVI) What it does & where it is going

Battery Electric Bus Technology Review. Victoria Regional Transit Commission September 19, 2017 Aaron Lamb

Safer Swifter Better Leadrail Infra Solutions Pvt. Ltd. / INDIA

Factors affecting the development of electric vehiclebased car-sharing schemes

AUDI SUSTAINABILITY PROGRAM

Sustainable Transport and Restraining CO 2 emissions in Latin America- good news from a forgotten continent

Off-Grid Renewable Energy Program in Myanmar. Pradeep Tharakan, PhD Senior Energy Specialist (Climate Change) Asian Development Bank

Sean P. McBride, Executive Director Kalamazoo Metro Transit. Presentation to Michigan Transportation Planning Association July 13, 2016

SEPULVEDA PASS CORRIDOR

Wisconsin Transportation Fuels Update

Infrastructure planning for Electric Vehicles (EVs): How Queensland is charging ahead. Tim Harrison

A CO2-fund for the transport industry: The case of Norway

EIB experience in financing smart meter roll-outs

Passenger Rail Solar Electrification: A Primer. Oregon Department of Transportation Rail Division. June 2009

MALDIVES ENERGY SECTOR & SREP IP 4 TH DECEMBER 2017, ABUJA, NIGERIA. Ministry of Environment and Energy Republic of Maldives

Global EV Outlook 2017 Two million electric vehicles, and counting

Business Models that Capture the Indirect Value of EV Charging Services

FREQUENTLY ASKED QUESTIONS

Global Perspectives of ITS

CNG as a Transport Fuel - Economic Benefits 17 th November 2011

Evaluating opportunities for soot-free, low-carbon bus fleets in Brazil: São Paulo case study

PUBLIC TRANSPORT IMPROVEMENT, PLANNING AND OPERATIONS.

Waco Rapid Transit Corridor (RTC) Feasibility Study

Policies on Public Transport Development and Financial Schemes in Taipei

INFODAY Brussels, June 23,2009 Griet Van Caenegem, Directorate G Components and Systems Unit Microsystems

CITY OF LONDON STRATEGIC MULTI-YEAR BUDGET ADDITIONAL INVESTMENTS BUSINESS CASE # 6

Mauritius 1.1 Background

Panel Discussion on Accelerating Large Scale Deployment of Rooftop SPV in India

Electricity Technology in a Carbon-Constrained Future

Power Sector Trends: Focus on States

BLABLACAR SOCIAL INNOVATION: A CASE STUDY. Esther Val/David Murillo 14 April 2016

City of Philadelphia Renewable Energy Power Purchasing RFP Pre-Proposal Meeting

UfM Ministerial Declaration on Energy

Service-based business models for circular economy in the solar power sector.

Transcription:

PRESENTATION FOR URBAN MOBILITY CONFERENCE, NAGPUR 2 ND NOVEMBER 2018 SOLAR ELECTRIC BRTS AHMEDABAD EFFORTS PRESENTED BY: DHIRAJ SANTDASANI GUIDED & SUPPORTED BY RESEARCH EFFORTS OF: ANAL SHETH, ASSISTANT PROFESSOR, CEPT UNIVERSITY DR. DEBASIS SARKAR, ASSOCIATE PROFESSOR, PANDIT DEENDAYAL PETROLEUM UNIVERSITY 2 ND NOVEMBER 2018

INTRODUCTION AND BACKGROUND Urban Transport: Lifeline of an economy especially necessary for a fast paced urban economy However, Urban Transport: A major contributor of air and noise pollution Urban Transport: Fossil fuel dependent causing energy insecurity and future resource depletion Electric mobility in various vehicle segments is being promoted by public authorities, supported by industry and private sector and being researched 2 wheeler and 4 wheeler privately owned vehicles: Difficult to penetrate as it is user s choice and cannot be forced 3 wheeler: Pilots have started working but a regulatory body is needed for high penetration Bus segment: Good potential to put in practice if feasible as it is generally city transport authority decision Metro rail and other rail: Already on grid electricity, may venture into possibilities of renewable power for grid

Scope and contents of presentation Scope: Case Study of electric BRTS for Ahmedabad 1. Transport Sustainability: Indicators, models and frameworks 2. Public transport sustainability framework for Ahmedabad 3. Energy in Gujarat and Ahmedabad: capacity addition for electricity based transit 4. Concept of solar E-BRTS 5. Pilot analysis: Financial feasibility using solar rooftop model: Potential failure 6. Phases: Concept development to implementation to operations to salvage and after-life disposal 7. Total Cost of ownership: Diesel Vs. Electric and Strategic route identification for phase wise development 8. Similar scope for AMTS and Similar scope for most Indian cities 9. Electric BRTS: Current state: Routes, Contract conditions, Fund Sanctioned and other details 10. Social benefit cost ratio: One way to look at it 11. Existing investment Vs. additional cost : Great potential for value addition to city 12. Asset Management Plan 13. Conclusion and future scope 14. Thanks and request for support and collaboration

TRANSPORT SUSTAINABILITY CONCEPTS Study of Indicators (collection of 150 indicators in literature), (12) models and frameworks Public transport sustainability (very few specific models) Linkage based The PSR Model (Pressure State Response) The DPSIR Model (Drivers Pressures State Impact Responses) The Environment Economy linkages model Impact based The Litman (2003) model The Pearce and Vanegas (2002) model The Rijsberman and van de Ven (2000) model Influence oriented The Transport Canada model The United States Departments of Transportation models The European Union model

Public Transport Sustainability framework for Ahmedabad Sustainability model for Ahmedabad: Recommended 30 indicators under 5 dimensions 7 major concerns 1. Shortfall of share of public transport 2. Newer route demands 3. Accessibility 4. Environmental concern 5. Quality and reliability of service 6. Economic feasibility 7. Safety 30 Simplified Indicators 5 Dimension scale model 1. Economic 2. Social 3. Environmental 4. System Effectiveness 5. Stakeholder perception Reference: Sheth A. and Sarkar D., Development of Public transport sustainability model for Ahmedabad, International Journal of Application or Innovation in Engineering & Management (IJAIEM) Volume 6, Issue 7, July 2017 ISSN 2319 4847

Energy in Gujarat and Ahmedabad 5 % Surplus energy generation in Gujarat but against that many industries already demanding more power In many other Indian cities, power shortfalls on supply side or just sufficient to meet the city demands Electricity for e-brts will come from?? Assuming Solar Captive power plant/ Rooftop solar system Capacity addition required for entire Ahmedabad BRTS system (as on 2018) to be electrified is estimated at: 25714 Kwp

CONCEPT OF SOLAR E-BRTS CONSIDERED Solar captive power plant to generate electricity Transmission and distribution network to bring power to parking area/terminal High level chargers to supply terminal power to bus battery Bus battery to store power and utilize for locomotion as well HVAC Recharging at terminals/parking areas

Pilot analysis: Financial feasibility using solar rooftop model: Potential failure Solar Rooftop at Ranip Terminal was considered for case, the major findings were: 1. Solar Rooftop area availability constraints limit the no. of buses that can be charged (Demonstrated max. 3 buses may be charged with entire terminal area rooftop) 2. Solar rooftop will not give economies of scale of entire transit system 3. Solar rooftop can generate sufficient energy for maybe HVAC but not locomotion (325 kwh per bus typical requirement) 4. Transmission and distribution and rooftop installations and grid connectivity will get complicated if multiple rooftops used Reference: Sheth A. and Sarkar D., Financial Analysis of Solar Electric Bus in India, International Journal of Engineering Technology, Management and Applied Sciences www.ijetmas.comjuly 2017, Volume 5, Issue 7, ISSN 2349-4476

Phases of development and implementation Concept development Technical feasibility Financial and economic feasibility and project appraisal Permissions, Support and Awareness Infrastructure development requirement Training of personnel Implementation: Bus procurement, charging station procurement etc. Operations and maintenance and replacements Salvage of buses and after-life disposal of batteries

Findings: TOTAL COST OF OWNERSHIP ANALYSIS of brts 25000000 20000000 15000000 10000000 5000000 Cost components of diesel and electric bus 0 Need to explore PPP or alternative mechanism for procurement, high CAPEX High operational savings can be invested for next phase Soft loans to enable financing TCO for diesel and electric bus operation Replace ment cost Initial costs 30000000 20000000 10000000 0 Financin g costs Annual costs Diesel bus Electric bus Diesel bus Electric bus Reference: Sheth A. and Sarkar D., Total Cost of ownership of electric BRTS, under publication

STRATEGIC ROUTE SELECTION FOR MAXIMUM EARLY BENEFITS TCO CALCULATED FOR INDIVIUAL ROUTES OF THE NETWORKS 13 BRTS ROUTES 180 AMTS ROUTES LCCA FOR BRTS AHMEDABAD LCCA FOR AMTS AHMEDABAD Reference: Sheth A. and Sarkar D., Total Cost of ownership of electric BRTS, under publication

Cost in Million INR Life cycle costing assessment : BRTS Total Cost of Ownership for BRTS 3000 2500 2000 1500 1000 500 0 Route 1 Route 2 Route 3 Route 4 Route 5 Route 6 Route 7 Route 8 Route 9 Route 11 Route 12 Route 101 Route 201 Diesel 2047 2086 1935 2047 2238 1705 2580 2238 2238 1290 2389 1402 1402 Electric 1240 1274 1185 1240 1364 1026 1578 1364 1364 791 1454 846 846 Route No. Diesel Electric

Cost in Million INR Life cycle costing assessment (TCO): AMTS Total Cost of Ownership for AMTS 1600 1400 1200 1000 800 600 400 200 0 10 1 10 2 10 5 10 6 10 7 10 9 11 2/ 1 11 6 11 7 11 7/ 1 12 2 12 3 12 3/ 1 12 12 12 3_ 4 5 SH 12 5/ 1 12 12 12 12 12 13 5_ 6 7 8 9 SH 13 _S H 13 0/ 2 13 0/ 4 13 13 13 13 13 13 13 0_ 3 5 6 7 8 7 SH 13 9/ 1 13 7_ 14 14 SH Diesel 25 19 14 35 45 30 23 42 91 29 37 59 21 39 38 40 27 91 21 66 11 12 83 24 41 57 50 30 46 73 69 83 57 91 18 40 48 21 15 28 18 26 17 27 56 45 15 Electric 17 13 92 24 29 18 14 28 54 16 22 40 13 28 27 23 15 54 13 49 71 87 57 14 26 37 31 16 29 49 41 61 33 54 10 35 33 13 96 20 10 17 12 17 32 32 94 Route No. 14 _S H 14 1 14 2 14 2_ SH 14 2_ 14 SH 3 2 14 14 3_ 4 SH 14 4/ 1 14 5/ 2 Diesel Electric

Cost in Million INR Life cycle costing assessment (TCO): AMTS Total Cost of Ownership for AMTS 3500 3000 2500 2000 1500 1000 500 0 145 /3 145 /4 146 146 /6 147 147 15s 15/ 148 /2 h 1 150 151 151 /2 151 /3 151 153 160 152 153 16 160 /4 _SH 17 18 200 201 202 205 22/ 1 22/ 2 22/ 3 28 28_ SH 30/ 2 30/ 3 300 31 31/ 1 31/ 31/ 1_S 4 H Diesel 110 88 682 199 114 550 954 120 120 168 712 437 915 604 315 160 182 703 422 211 411 127 288 214 101 724 753 513 302 461 473 182 547 223 110 195 600 178 201 Electric 83 53 408 155 84 324 697 85 85 927 464 245 615 363 188 97 103 391 265 135 285 87 159 136 595 444 475 314 184 299 326 103 300 141 692 107 667 102 132 Route No. 31/ 4_S H Diesel Electric

Cost in Million INR Life cycle costing assessment (TCO): AMTS 2000 1800 1600 1400 1200 1000 800 600 400 200 0 31 /5 32 33 33 33 /2 34 /3 34 /4 34 /5 35 36 36 37 /4 37 _S H 38 38 38 _S H Total Cost of Ownership for AMTS 39 /3 40 40 40 /2 40 /3 40 0 40 1 40 1V C 42 43 43 44 44 /4 45 45 46 (K C) 46 47 47 49 49 49 /2 49 50 _S 50 _S H H Diesel 78 68 10 18 12 11 53 72 84 26 15 91 29 18 13 12 27 93 14 46 38 14 72 11 34 30 10 91 10 16 22 63 23 71 86 98 10 63 18 11 10 10 18 21 13 18 12 13 84 42 Electric 46 40 55 10 85 84 36 56 50 22 96 54 22 12 11 85 24 54 95 25 23 86 39 69 22 18 81 54 82 98 13 41 16 44 50 58 83 39 10 88 61 73 10 15 94 10 69 90 54 29 Route No. 50 0 50 1/ 1 51 51 _S H 52 52 /2 54 _S H 56 56 Diesel Electric

Cost in Million INR Life cycle costing assessment (TCO): AMTS 1800 1600 1400 Total Cost of Ownership for AMTS 1200 1000 800 600 400 200 0 58 60 61 63 63 69 64 64 64 65 65 65 66 66 66 67 64 65 66 /2 /3 /2 /3 /3 /4 68 69 _S H 70 70 70 71 /2 71 _S H 71 72 72 74 80 80 80 89 89 74 75 77 79 82 83 84 85 87 88 _S sh /2 0 /2 H Diesel 16 44 24 12 32 44 14 18 24 17 27 54 29 24 12 79 31 12 42 60 39 23 42 91 45 33 14 51 46 42 47 10 75 37 41 69 71 43 22 40 19 19 72 35 51 45 51 66 46 Electric 10 29 19 88 19 29 10 93 12 14 10 17 34 20 14 72 43 20 85 31 36 25 14 31 49 29 21 79 31 34 26 27 62 49 22 26 39 39 29 13 28 13 49 22 29 39 31 35 34 Route No. 89 /3 _S H1 90 90 _S 0 H 96 _S H Diesel Electric

Life cycle costing assessment: BRTS Results summary Diesel BRTS Grid-Electric BRTS Overall life cycle cost savings Additional cost of solar power plant set up if solar electric to be deployed (25,714 Kwp capacity worked out) Biodiesel BRTS (excluding biodiesel plant set up cost) Additional cost of biodiesel plant set up (25.26 Tons capacity worked out) INR 25596 million INR 15571 million INR 10025 million INR 17500 million INR 22118 million INR 25722 million

Life cycle costing assessment (TCO): AMTS Results summary Diesel AMTS Grid-Electric AMTS Overall life cycle cost savings Additional cost of solar power plant set up if solar electric to be deployed (72, 626 KWp capacity worked out) Biodiesel AMTS (excluding biodiesel plant set up cost) Additional cost of biodiesel plant set up (89.39 Tons capacity worked out) INR 92693 million INR 58836 million INR 33857 million INR 98140 million INR 81569 million INR 59313 million

Electric BRTS AHMEDABAD: Current state Gross Cost Contract Model with O&M cost predefined at 59 INR/km 8 shortlisted routes (list routes) Partial fund sanctioned as per FAME India Other applicable policies and subsidies: The Jawaharlal Nehru National Solar Mission by the Ministry of new and renewable energy Gujarat State Power Policy United Nations Framework Convention on Climate Change Development of Solar cities program by MNRE The national electric mobility mission plan FAME - India (Faster Adoption and Manufacturing of (Hybrid &) Electric Vehicles in India) scheme by the Department of Heavy Industry Urban Electric Mobility Initiative by UN Habitat

Social benefit cost assessment: one way to appraise sustainable transport projects CASE STUDY OF AHMEDABAD ELECTRIC BRTS SANCTIONED PROJECT Reference: Sheth A. and Sarkar D., Social benefit cost assessment of electric BRTS, under publication

Scope OF DATA SET/SYSTEM CONSIDERED Scope: Proposed route of 185.1 km comprising of 8 routes Sr. No. Route no. Origin - Destination Length of the route (km) No. of buses lying on the route 1 1 Maninagar to Ghuma Gam 21.2 28 2 1 Ghuma Gam to Maninagar 19.9 3 2 Sola Bhagwat to Maninagar 22.2 14 4 2 Maninagar to Sola Bhagwat 22.9 5 3 Isckon to Naroda Gam 22.4 22 6 3 Naroda Gam to Isckon 22.2 7 101 RTO Circle to RTO Circle 27.1 12 (Circular route 101) 8 201 RTO Circle to RTO Circle 27.2 12 (Circular route 102) Total route length 185.1

Cost for transmission and distribution for the additional power Benefits and Costs considered for e-brts Revenue generation Revenue of electric bus system: Ridership & advertisement Tax revenue to Government Savings in vehicle operating costs Reduction in no. of vehicles on road (diverted traffic) Ceasing of diesel bus operation on road Environmental benefit for users Due to reduction in air pollution Due to reduction in noise pollution Benefits to users due to savings in travel time Benefits due to reduction in accidents Benefits due to reduction in major fatal accidents Benefits due to reduction in minor non-fatal accidents Benefits due to reduction in vehicle damage Benefit due to non-consumption of fossil fuel Infrastructure investment costs Capital cost of corridor development Capital cost of charging infrastructure development Capital cost of bus procurement Infrastructure maintenance cost (civil) and Replacement costs Cost of replacement of ITMS infrastructure Cost of replacement of buses Cost of battery replacement Cost of system operation and maintenance Cost of additional electric power generation Cost of power plant installation

Distribution of various benefits and costs Distribution of various benefits (PW) Total present worth of costs = INR 33,053 million (USD 479.03 million) 1% 2% 29% 4% 50% 14% Revenue benefits Savings in vehicle operation costs Environmental benefits Distribution of various costs (PW) Total present worth of costs = INR 22,806.21 million (USD 330.52 million) 9% 24% 5% 9% 2% 51% Infrastructure Investment costs Bus procurement cost Infrastructure maintainence cost Replacement costs of ITMS infrastructure, buses and batteries Transit system operation and maintainance cost Cost of additional power generation

Existing vs. Future benefits and costs Distribution of existing benefits (BRTS) and future benefits (e-brts) Value addition: 14% 86 % or INR 28,250 million worth additional benefits Additional benefits due to e-brts Benefits attributed to BRTS in general Against 20% or INR 4,514 million worth additional costs for converting Diesel BRTS to Solar electric BRTS 80% 86% Distribution of existing costs (BRTS) and future costs (e-brts) 20% Additional costs due to e-brts Costs attributed to BRTS in general

Social benefit cost analysis: major findings Electric BRTS implementation : Favourable as the present worth of benefits exceeds those of the costs. The social benefit cost ratio for a discount rate of 12 % and life cycle of 25 years is found to be 1.45 and the internal rate of return is estimated at greater than 18 %. The social benefit cost ratio at 8 %, 10 % and 18 % discount rates are estimated to be 1.72, 1.58 and 1.15 respectively. The major beneficiaries are the road users and as much as 50% of the benefits (amounting to INR 16,600 million for the studied case) can be attributed to life cycle environmental benefits. The major cost (51 %) involved for implementation of an e-brt project is for infrastructure development (amounting to INR 11,549 million for the studied case), its major subcomponent being corridor development. The additional benefits foreseen due to e-brts (86% or INR 28,250 million) far outweigh the additional costs (20% or INR 4,514 million) incurred for its successful implementation. This is viewed as a value addition for the efforts and investment already put in by the city for various socio economic causes.

ASSET MANAGEMENT PLAN

CONCLUSION AND FUTURE SCOPE 1. Solar electric BRTS is a promising way for sustainable public transport 2. Social benefit cost assessment reveals positive investment and major value addition with small efforts on additional infrastructure development 3. Life cycle benefits should be looked at as opposed to short term goals 4. Strategic phase wise planning may be helpful 5. A suitable PPP model can aid and enable faster development especially by supporting high CAPEX on finance side and operation-maintainance on responsibility side 6. The project is eligible for international funding including Clean Development Mechanism and these can easily support the viability gap. 7. Environment impact assessment may be able to justify the project better. 8. The model can be easily reciprocated for AMTS as well as other city bus transport in India.

References available on request. Publications available online. Acknowledgements: Dr. Debasis Sarkar Dr. P J Gundaliya Dr. Paresh Shah Prof. Shivanand Swamy Ms. Dhruvi Dholakiya Prof. Tushar Bose & Rajeev Officers at BRTS & AMTS for data Questions? Feedback? Students & Colleagues at CEPT University Other professionals who have guided and shared views in the subject Delegates who supported us in UMI 2016 at Gandhinagar God and Family Thank you If interested, we look forward to collaborating in terms of: 1. Publication 2. Outreach 3. Training 4. Pilot Project 5. Implementation 6. Developing business cases Contact: Dhiraj Santdasani Anal Sheth anal@cept.ac.in anal.sheth@gmail.com 9512180234