Public investment and electric vehicle design: a model-based market analysis framework with application to a USA–China comparison study

Governments encourage use of electric vehicles (EV) via regulation and investment to minimize greenhouse gas (GHG) emissions. Manufacturers produce vehicles to maximize profit, given available public infrastructure and government incentives. EV public adoption depends not only on price and vehicle a...

Full description

Saved in:
Bibliographic Details
Published inDesign Science Vol. 2
Main Authors Kang, Namwoo, Ren, Yi, Feinberg, Fred M., Papalambros, Panos Y.
Format Journal Article
LanguageEnglish
Published Cambridge, UK Cambridge University Press 2016
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Governments encourage use of electric vehicles (EV) via regulation and investment to minimize greenhouse gas (GHG) emissions. Manufacturers produce vehicles to maximize profit, given available public infrastructure and government incentives. EV public adoption depends not only on price and vehicle attributes, but also on EV market size and infrastructure available for refueling, such as charging station proximity and recharging length and cost. Earlier studies have shown that government investment can create EV market growth, and that manufacturers and charging station operators must cooperate to achieve overall profitability. This article describes a framework that connects decisions by the three stakeholders (government, EV manufacturer, charging station operator) with preferences of the driving public. The goal is to develop a framework that allows the effect of government investment on the EV market to be quantified. This is illustrated in three scenarios in which we compare optimal public investment for a city in USA (Ann Arbor, Michigan) and one in China (Beijing) to minimize emissions, accounting for customer preferences elicited from surveys conducted in the two countries. Under the modeling assumptions of the framework, we find that high customer sensitivity to prices, combined with manufacturer and charging station operator profit maximization strategies, can render government investment in EV subsidies ineffective, while a collaboration among stakeholders can achieve both emission reduction and profitability. When EV and station designs improve beyond a certain threshold, government investment influence on EV adoption is attenuated apparently due to diminishing customer willingness to buy. Furthermore, our analysis suggests that a diversified government investment portfolio could be especially effective for the Chinese market, with charging costs and price cuts on license plate fees being as important as EV subsidies.
AbstractList Governments encourage use of electric vehicles (EV) via regulation and investment to minimize greenhouse gas (GHG) emissions. Manufacturers produce vehicles to maximize profit, given available public infrastructure and government incentives. EV public adoption depends not only on price and vehicle attributes, but also on EV market size and infrastructure available for refueling, such as charging station proximity and recharging length and cost. Earlier studies have shown that government investment can create EV market growth, and that manufacturers and charging station operators must cooperate to achieve overall profitability. This article describes a framework that connects decisions by the three stakeholders (government, EV manufacturer, charging station operator) with preferences of the driving public. The goal is to develop a framework that allows the effect of government investment on the EV market to be quantified. This is illustrated in three scenarios in which we compare optimal public investment for a city in USA (Ann Arbor, Michigan) and one in China (Beijing) to minimize emissions, accounting for customer preferences elicited from surveys conducted in the two countries. Under the modeling assumptions of the framework, we find that high customer sensitivity to prices, combined with manufacturer and charging station operator profit maximization strategies, can render government investment in EV subsidies ineffective, while a collaboration among stakeholders can achieve both emission reduction and profitability. When EV and station designs improve beyond a certain threshold, government investment influence on EV adoption is attenuated apparently due to diminishing customer willingness to buy. Furthermore, our analysis suggests that a diversified government investment portfolio could be especially effective for the Chinese market, with charging costs and price cuts on license plate fees being as important as EV subsidies.
ArticleNumber e6
Author Kang, Namwoo
Feinberg, Fred M.
Ren, Yi
Papalambros, Panos Y.
Author_xml – sequence: 1
  givenname: Namwoo
  surname: Kang
  fullname: Kang, Namwoo
  organization: Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
– sequence: 2
  givenname: Yi
  surname: Ren
  fullname: Ren, Yi
  email: yren32@asu.edu
  organization: Department of Mechanical Engineering, Arizona State University, Tempe, AZ, USA
– sequence: 3
  givenname: Fred M.
  surname: Feinberg
  fullname: Feinberg, Fred M.
  organization: Ross School of Business, University of Michigan, Ann Arbor, MI, USA
– sequence: 4
  givenname: Panos Y.
  surname: Papalambros
  fullname: Papalambros, Panos Y.
  organization: Integrative Systems and Design Division, University of Michigan, Ann Arbor, MI, USA
BookMark eNptkU1vEzEQhi1UJErphV_gM2LD2PvhDbcqorRSJZCgZ2tszyZOd9eR7bTKjStn_mF_CQ6tEAdO8_XOI828r9nJHGZi7K2AhQChPri0XUgQ3UK9YKcS2rpqFIiTf_JX7DylLUARdcu2q0_Zz697M3rL_XxPKU80Z46z4zSSzbH072nj7UjcUfLr-SNHPgVHY2UwkeMTxjs6buB4SD7xIeJEDyHe8QefNxx3u8LG7MPMcyi7t98uHn_8Wm38jNyGaYfRpzJLee8Ob9jLAcdE58_xjN1efvq-uqpuvny-Xl3cVLZWkCuU5JyVxnZD0zipTG1s76Sz0CwNgFRLkA20UspS1NQ4BKeIRNv35AT09Rm7fuK6gFu9i74ccdABvf7TCHGtMebj0bo3NTZtr8igaroW-m6wwjocLJquVaKw3j2xbAwpRRr-8gTooye6eKKPnmhVxO-fxTiZ6N2a9DbsY_ld-p_8N4Asku8
CitedBy_id crossref_primary_10_1016_j_jclepro_2019_05_316
crossref_primary_10_1134_S0097807820060172
crossref_primary_10_1016_j_jocm_2020_100250
crossref_primary_10_1016_j_tra_2019_05_010
crossref_primary_10_1115_1_4034471
crossref_primary_10_1016_j_spc_2022_07_015
crossref_primary_10_1155_2020_8657258
crossref_primary_10_1007_s00158_024_03737_7
crossref_primary_10_1016_j_clrc_2022_100063
crossref_primary_10_3390_su142113856
crossref_primary_10_1016_j_trd_2022_103320
crossref_primary_10_1017_S0890060418000094
crossref_primary_10_1115_1_4040629
crossref_primary_10_1177_0958305X241252104
crossref_primary_10_2139_ssrn_3902147
crossref_primary_10_1007_s00158_019_02434_0
crossref_primary_10_1007_s00158_019_02245_3
crossref_primary_10_1016_j_jclepro_2022_133235
crossref_primary_10_1017_dsj_2019_11
crossref_primary_10_1115_1_4056685
crossref_primary_10_1017_dsj_2019_23
crossref_primary_10_1017_dsj_2023_4
Cites_doi 10.1016/j.trd.2012.09.007
10.1287/opre.1100.0894
10.1002/0470863692
10.1126/science.1180775
10.1108/09564239910264361
10.1111/j.1540-5915.2001.tb00960.x
10.1109/TVT.2004.827161
10.1080/00423114.2010.512634
10.1115/1.4002941
10.1111/j.1540-5915.2001.tb00957.x
10.1115/1.1804195
10.1016/j.enpol.2009.11.014
10.1115/1.4005860
10.1016/j.enpol.2012.02.068
10.4271/2012-01-0199
10.1109/TKDE.2007.190632
10.1016/j.enpol.2011.10.062
10.1016/j.enpol.2012.06.009
10.1287/mnsc.43.4.535
10.1115/1.3125886
10.1016/j.enpol.2008.04.025
10.1115/1.3013848
10.1109/TVT.2012.2208210
10.1111/j.1937-5956.2003.tb00499.x
10.1016/j.enpol.2012.08.074
10.1007/s11002-008-9046-1
10.1016/j.jeem.2010.05.004
10.1016/j.energy.2011.05.046
10.1016/j.enpol.2009.11.006
10.1115/1.1587156
10.1002/1099-1255(200009/10)15:5<447::AID-JAE570>3.0.CO;2-1
10.1017/CBO9780511805271
10.1111/j.0737-6782.2005.00102.x
10.1109/TCST.2010.2061232
10.1016/S0301-4215(00)00021-5
10.1016/j.energy.2011.09.014
10.1109/ACC.2013.6580775
10.1016/j.ijresmar.2010.08.001
10.1287/mnsc.29.4.482
10.1287/mksc.1090.0508
10.1287/mksc.1070.0291
10.1115/1.802469
10.1016/j.enpol.2011.12.041
10.1115/1.4029894
10.1111/1467-937X.00168
10.1109/ACC.2010.5530752
10.1177/002224379303000303
ContentType Journal Article
Copyright Copyright © The Author(s) 2016
Copyright_xml – notice: Copyright © The Author(s) 2016
DBID IKXGN
AAYXX
CITATION
DOA
DOI 10.1017/dsj.2016.7
DatabaseName CUP_剑桥大学出版社OA刊
CrossRef
Directory of Open Access Journals
DatabaseTitle CrossRef
DatabaseTitleList

CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: IKXGN
  name: CUP_剑桥大学出版社OA刊
  url: http://journals.cambridge.org/action/login
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Visual Arts
DocumentTitleAlternate N. Kang et al.
Public investment and electric vehicle design
EISSN 2053-4701
ExternalDocumentID oai_doaj_org_article_8b3a4587eba7465086fc1cdafcab6571
10_1017_dsj_2016_7
GroupedDBID 09C
09D
09E
3V.
8FE
8FG
8G5
AABES
AABWE
AACJH
AAEED
AAFWJ
AAGFV
AAKTX
AALKF
AANRG
AAPYI
AARAB
AASVR
ABBXD
ABGDZ
ABMWE
ABQTM
ABROB
ABTND
ABUWG
ACABY
ACBMC
ACGFS
ACREK
ACUIJ
ACUYZ
ACWGA
ACZBM
ACZBN
ACZUX
ACZWT
ADBBV
ADBZK
ADDNB
ADFEC
ADKIL
ADOVH
ADVJH
AEBAK
AEGXH
AEHGV
AENGE
AEYYC
AFFUJ
AFKQG
AFKRA
AFKRZ
AFLOS
AFLVW
AFPKN
AGABE
AGBYD
AGHGI
AGJUD
AHQXX
AHRGI
AIGNW
AIHIV
AIOIP
AISIE
AJCYY
AJPFC
AJQAS
ALMA_UNASSIGNED_HOLDINGS
ALWZO
ANFVQ
AOWSX
AQJOH
ARAPS
ARCSS
AUXHV
AVDNQ
AWRMI
AZQEC
BBLKV
BCNDV
BENPR
BGLVJ
BLZWO
BMAJL
BPHCQ
CBIIA
CCPQU
CCQAD
CFAFE
CGMFO
CJCSC
DOHLZ
DWQXO
EBS
EJD
GNUQQ
GROUPED_DOAJ
GUQSH
HCIFZ
HOVLH
IKXGN
IOEEP
IPYYG
IS6
JHPGK
JOSPZ
JPPIE
JQKCU
JRMXA
KCGVB
KFECR
M2O
M~E
NIKVX
OK1
P62
PADUT
PIMPY
PQQKQ
PROAC
PYCCK
RAMDC
RCA
ROL
S6U
SAAAG
T9M
UT1
WFFJZ
ZYDXJ
0R~
AAYXX
ABVZP
CITATION
CTKSN
ID FETCH-LOGICAL-c370t-a2eddc2bc6f44d27b3bc8d2dc049b00279024052220023e4da0d7ee1588ed1083
IEDL.DBID IKXGN
ISSN 2053-4701
IngestDate Tue Oct 22 15:15:10 EDT 2024
Thu Sep 26 17:02:47 EDT 2024
Wed Mar 13 05:48:43 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords energy policy design
design for market systems
vehicle electrification
service design
Language English
License Distributed as Open Access under a CC-BY-NC-SA 4.0 license (http://creativecommons.org/licenses/by-nc-sa/4.0/)
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c370t-a2eddc2bc6f44d27b3bc8d2dc049b00279024052220023e4da0d7ee1588ed1083
OpenAccessLink https://www.cambridge.org/core/product/identifier/S205347011600007X/type/journal_article
PageCount 42
ParticipantIDs doaj_primary_oai_doaj_org_article_8b3a4587eba7465086fc1cdafcab6571
crossref_primary_10_1017_dsj_2016_7
cambridge_journals_10_1017_dsj_2016_7
PublicationCentury 2000
PublicationDate 2016-00-00
PublicationDateYYYYMMDD 2016-01-01
PublicationDate_xml – year: 2016
  text: 2016-00-00
PublicationDecade 2010
PublicationPlace Cambridge, UK
PublicationPlace_xml – name: Cambridge, UK
PublicationTitle Design Science
PublicationTitleAlternate Des. Sci
PublicationYear 2016
Publisher Cambridge University Press
Publisher_xml – name: Cambridge University Press
References 2012; 61
2010; 38
2004; 126
2013; 49
2000; 28
2010; 327
1997; 43
2015; 73
2015b; 137
2008; 19
2009a; 131
2011; 61
2008; 36
2007
2011; 59
2011; 36
2008; 222
2001; 68
2011; 19
2005; 22
2014; 22
2003; 12
2012; 51
2013; 18
2004; 53
2010; 48
2012; 134
2012; 1
2000; 15
2010; 29
1993; 30
2010; 132
1999; 10
2008; 20
2012; 48
2011; 28
1983; 29
2003; 125
2012; 45
2012; 43
2009b; 131
2007; 26
2012; 41
2001; 32
Kang (S205347011600007X_r43) 2015
S205347011600007X_r18
S205347011600007X_r17
S205347011600007X_r16
S205347011600007X_r15
S205347011600007X_r19
Liu (S205347011600007X_r53) 2005
Frischknecht (S205347011600007X_r32) 2008
S205347011600007X_r10
S205347011600007X_r97
S205347011600007X_r96
S205347011600007X_r95
S205347011600007X_r14
S205347011600007X_r12
S205347011600007X_r90
Bayrak (S205347011600007X_r9) 2013
S205347011600007X_r94
S205347011600007X_r93
S205347011600007X_r92
S205347011600007X_r91
Paganelli (S205347011600007X_r68) 2002
S205347011600007X_r87
S205347011600007X_r85
S205347011600007X_r84
S205347011600007X_r89
S205347011600007X_r88
S205347011600007X_r83
S205347011600007X_r82
S205347011600007X_r81
S205347011600007X_r80
Kang (S205347011600007X_r44) 2015a
S205347011600007X_r38
S205347011600007X_r37
Axsen (S205347011600007X_r7) 2008
S205347011600007X_r31
S205347011600007X_r30
S205347011600007X_r36
Greene (S205347011600007X_r35) 2011
S205347011600007X_r34
S205347011600007X_r33
Ahn (S205347011600007X_r3) 2008; 222
Bayrak (S205347011600007X_r8) 2015
S205347011600007X_r29
S205347011600007X_r28
S205347011600007X_r27
S205347011600007X_r26
S205347011600007X_r21
S205347011600007X_r20
S205347011600007X_r25
S205347011600007X_r24
S205347011600007X_r23
S205347011600007X_r22
Mock (S205347011600007X_r60) 2014; 22
S205347011600007X_r59
Kim (S205347011600007X_r46) 2011; 19
S205347011600007X_r54
S205347011600007X_r52
S205347011600007X_r51
S205347011600007X_r58
S205347011600007X_r2
Burns (S205347011600007X_r13) 2013
S205347011600007X_r57
Kim (S205347011600007X_r47) 2008; 222
S205347011600007X_r1
S205347011600007X_r56
S205347011600007X_r55
S205347011600007X_r6
S205347011600007X_r5
S205347011600007X_r4
S205347011600007X_r50
S205347011600007X_r49
S205347011600007X_r48
S205347011600007X_r42
Helveston (S205347011600007X_r39) 2015; 73
S205347011600007X_r41
S205347011600007X_r45
Small (S205347011600007X_r79) 2007
S205347011600007X_r76
S205347011600007X_r75
S205347011600007X_r73
S205347011600007X_r78
Hermance (S205347011600007X_r40) 1999
S205347011600007X_r77
S205347011600007X_r72
S205347011600007X_r70
Brand (S205347011600007X_r11) 2013; 49
Train (S205347011600007X_r86) 2001
S205347011600007X_r65
S205347011600007X_r64
S205347011600007X_r63
S205347011600007X_r62
S205347011600007X_r69
Serrao (S205347011600007X_r74) 2009
S205347011600007X_r67
S205347011600007X_r66
S205347011600007X_r61
Ren (S205347011600007X_r71) 2013
References_xml – volume: 26
  start-page: 805
  issue: 6
  year: 2007
  end-page: 818
  article-title: A convex optimization approach to modeling consumer heterogeneity in conjoint estimation
  publication-title: Marketing Science
– volume: 61
  start-page: 1
  issue: 1
  year: 2011
  end-page: 15
  article-title: Giving green to get green? Incentives and consumer adoption of hybrid vehicle technology
  publication-title: Journal of Environmental Economics and Management
– volume: 125
  start-page: 490
  year: 2003
  article-title: An approach to decision-based design with discrete choice analysis for demand modeling
  publication-title: Journal of Mechanical Design
– volume: 222
  start-page: 1587
  issue: 9
  year: 2008
  end-page: 1601
  article-title: Control strategy for a dual-mode electromechanical, infinitely variable transmission for hybrid electric vehicles
  publication-title: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
– volume: 38
  start-page: 705
  issue: 2
  year: 2010
  end-page: 708
  article-title: Targeting plug-in hybrid electric vehicle policies to increase social benefits
  publication-title: Energy Policy
– volume: 61
  start-page: 3544
  issue: 8
  year: 2012
  end-page: 3552
  article-title: Prius+ and volt-: configuration analysis of power-split hybrid vehicles with a single planetary gear
  publication-title: IEEE Transactions on Vehicular Technology
– volume: 36
  start-page: 5765
  issue: 9
  year: 2011
  end-page: 5778
  article-title: The pricing of charging for electric vehicles in China–Dilemma and solution
  publication-title: Energy
– volume: 29
  start-page: 393
  issue: 3
  year: 2010
  end-page: 421
  article-title: The generalized multinomial logit model: accounting for scale and coefficient heterogeneity
  publication-title: Marketing Science
– volume: 15
  start-page: 447
  issue: 5
  year: 2000
  end-page: 470
  article-title: Mixed MNL models for discrete response
  publication-title: Journal of Applied Econometrics
– volume: 134
  issue: 3
  year: 2012
  article-title: Choice modeling for usage context-based design
  publication-title: Journal of Mechanical Design
– volume: 126
  start-page: 1062
  issue: 6
  year: 2004
  end-page: 1070
  article-title: A study of fuel efficiency and emission policy impact on optimal vehicle design decisions
  publication-title: Journal of Mechanical Design
– volume: 19
  start-page: 337
  issue: 3
  year: 2008
  end-page: 354
  article-title: Beyond conjoint analysis: advances in preference measurement
  publication-title: Marketing Letters
– volume: 20
  start-page: 145
  issue: 2
  year: 2008
  end-page: 155
  article-title: Eliciting consumer preferences using robust adaptive choice questionnaires
  publication-title: IEEE Transactions on Knowledge and Data Engineering
– volume: 36
  start-page: 6520
  issue: 11
  year: 2011
  end-page: 6528
  article-title: Fuel conservation and ghg (greenhouse gas) emissions mitigation scenarios for Chinas passenger vehicle fleet
  publication-title: Energy
– volume: 32
  start-page: 165
  issue: 1
  year: 2001
  end-page: 194
  article-title: Effective design of products/services: an approach based on integration of marketing and operations management decisions $^{\ast }$
  publication-title: Decision Sciences
– volume: 327
  start-page: 1204
  issue: 5970
  year: 2010
  end-page: 1205
  article-title: Behavioral science and energy policy
  publication-title: Science
– volume: 131
  issue: 1
  year: 2009b
  article-title: Should designers worry about market systems?
  publication-title: Journal of Mechanical Design
– volume: 12
  start-page: 165
  issue: 2
  year: 2003
  end-page: 185
  article-title: A market utility-based model for capacity scheduling in mass services
  publication-title: Production and Operations Management
– volume: 28
  start-page: 1
  issue: 1
  year: 2011
  end-page: 12
  article-title: Enhancing marketing with engineering: optimal product line design for heterogeneous markets
  publication-title: International Journal of Research in Marketing
– volume: 22
  start-page: 42
  issue: 1
  year: 2005
  end-page: 62
  article-title: Linking marketing and engineering product design decisions via analytical target cascading
  publication-title: Journal of Product Innovation Management
– volume: 22
  issue: 6
  year: 2014
  article-title: Driving electrification: a global comparison of fiscal incentive policy for electric vehicles
  publication-title: The International Council on Clean Transportation (ICCT)
– volume: 1
  start-page: 27
  issue: 1
  year: 2012
  end-page: 33
  article-title: Battery electric vehicle driving and charging behavior observed early in the EV project
  publication-title: SAE International Journal of Alternative Powertrains
– volume: 59
  start-page: 328
  issue: 2
  year: 2011
  end-page: 345
  article-title: Fixed-point approaches to computing bertrand-nash equilibrium prices under mixed-logit demand
  publication-title: Operations Research
– volume: 43
  start-page: 136
  year: 2012
  end-page: 144
  article-title: The economics of fast charging infrastructure for electric vehicles
  publication-title: Energy Policy
– volume: 45
  start-page: 529
  year: 2012
  end-page: 540
  article-title: Market penetration speed and effects on $\text{CO}_{2}$ reduction of electric vehicles and plug-in hybrid electric vehicles in Japan
  publication-title: Energy Policy
– volume: 68
  start-page: 235
  issue: 2
  year: 2001
  end-page: 260
  article-title: Discrete choice with social interactions
  publication-title: The Review of Economic Studies
– volume: 10
  start-page: 239
  issue: 2
  year: 1999
  end-page: 261
  article-title: Optimal service design: integrating marketing and operations perspectives
  publication-title: International Journal of Service Industry Management
– volume: 222
  start-page: 789
  issue: 5
  year: 2008
  end-page: 800
  article-title: Optimal operation of the power-split hybrid electric vehicle powertrain
  publication-title: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
– volume: 49
  start-page: 132
  year: 2013
  end-page: 148
  article-title: Accelerating the transformation to a low carbon passenger transport system: the role of car purchase taxes, feebates, road taxes and scrappage incentives in the UK
  publication-title: Transportation Research Part A: Policy and Practice
– volume: 137
  issue: 6
  year: 2015b
  article-title: Integrated decision making in electric vehicle and charging station location network design
  publication-title: Journal of Mechanical Design
– volume: 36
  start-page: 3233
  year: 2008
  end-page: 3241
  article-title: Refueling availability for alternative fuel vehicle markets: sufficient urban station coverage
  publication-title: Energy Policy
– volume: 30
  start-page: 305
  issue: 3
  year: 1993
  end-page: 314
  article-title: The role of the scale parameter in the estimation and comparison of multinomial logit models
  publication-title: Journal of Marketing Research
– volume: 41
  start-page: 402
  year: 2012
  end-page: 411
  article-title: Design incentives to increase vehicle size created from the US footprint-based fuel economy standards
  publication-title: Energy Policy
– volume: 48
  start-page: 1395
  issue: 11
  year: 2010
  end-page: 1412
  article-title: A systematic design approach for two planetary gear split hybrid vehicles
  publication-title: Vehicle System Dynamics
– start-page: 25
  year: 2007
  end-page: 51
  article-title: Fuel efficiency and motor vehicle travel: the declining rebound effect
  publication-title: The Energy Journal
– volume: 18
  start-page: 39
  year: 2013
  end-page: 45
  article-title: Intent to purchase a plug-in electric vehicle: a survey of early impressions in large US cites
  publication-title: Transportation Research Part D: Transport and Environment
– volume: 38
  start-page: 1305
  issue: 3
  year: 2010
  end-page: 1320
  article-title: Analysis of policies to reduce oil consumption and greenhouse-gas emissions from the US transportation sector
  publication-title: Energy Policy
– volume: 19
  start-page: 1279
  issue: 5
  year: 2011
  end-page: 1287
  article-title: Optimal control of hybrid electric vehicles based on Pontryagin’s minimum principle
  publication-title: IEEE Transactions on Control Systems Technology
– volume: 53
  start-page: 872
  issue: 3
  year: 2004
  end-page: 881
  article-title: Control of a parallel hybrid powertrain: optimal control
  publication-title: IEEE Transactions on Vehicular Technology
– volume: 51
  start-page: 544
  year: 2012
  end-page: 557
  article-title: Electric vehicle charging infrastructure assignment and power grid impacts assessment in Beijing
  publication-title: Energy Policy
– volume: 28
  start-page: 389
  issue: 6
  year: 2000
  end-page: 401
  article-title: Energy efficiency and consumption the rebound effecta survey
  publication-title: Energy Policy
– volume: 73
  start-page: 96
  year: 2015
  end-page: 112
  article-title: Will subsidies drive electric vehicle adoption? Measuring consumer preferences in the US and China
  publication-title: Transportation Research Part A: Policy and Practice
– volume: 132
  issue: 12
  year: 2010
  article-title: On the suitability of econometric demand models in design for market systems
  publication-title: Journal of Mechanical Design
– volume: 43
  start-page: 535
  issue: 4
  year: 1997
  end-page: 545
  article-title: Competing in product and service: a product life-cycle model
  publication-title: Management Science
– volume: 48
  start-page: 717
  year: 2012
  end-page: 729
  article-title: Barriers to widespread adoption of electric vehicles: an analysis of consumer attitudes and perceptions
  publication-title: Energy Policy
– volume: 32
  start-page: 251
  issue: 2
  year: 2001
  end-page: 276
  article-title: Optimizing service attributes: the seller’s utility problem*
  publication-title: Decision Sciences
– volume: 131
  issue: 7
  year: 2009a
  article-title: Optimal product design under price competition
  publication-title: Journal of Mechanical Design
– volume: 29
  start-page: 482
  issue: 4
  year: 1983
  end-page: 497
  article-title: State of the art-location on networks: a survey. Part I: the p-center and p-median problems
  publication-title: Management Science
– volume: 73
  start-page: 96
  year: 2015
  ident: S205347011600007X_r39
  article-title: Will subsidies drive electric vehicle adoption? Measuring consumer preferences in the US and China
  publication-title: Transportation Research Part A: Policy and Practice
  contributor:
    fullname: Helveston
– ident: S205347011600007X_r28
– volume-title: ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
  year: 2015a
  ident: S205347011600007X_r44
  contributor:
    fullname: Kang
– ident: S205347011600007X_r63
– start-page: 1
  volume-title: University of California, Berkeley
  year: 2001
  ident: S205347011600007X_r86
  contributor:
    fullname: Train
– ident: S205347011600007X_r14
  doi: 10.1016/j.trd.2012.09.007
– volume-title: DS 80-5 Proceedings of the 20th International Conference on Engineering Design (ICED 15) Vol 5: Design Methods and Tools-Part 1, Milan, Italy, 27-30.07. 15
  year: 2015
  ident: S205347011600007X_r43
  contributor:
    fullname: Kang
– ident: S205347011600007X_r5
– volume: 49
  start-page: 132
  year: 2013
  ident: S205347011600007X_r11
  article-title: Accelerating the transformation to a low carbon passenger transport system: the role of car purchase taxes, feebates, road taxes and scrappage incentives in the UK
  publication-title: Transportation Research Part A: Policy and Practice
  contributor:
    fullname: Brand
– ident: S205347011600007X_r77
– volume: 222
  start-page: 789
  year: 2008
  ident: S205347011600007X_r3
  article-title: Optimal operation of the power-split hybrid electric vehicle powertrain
  publication-title: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
  contributor:
    fullname: Ahn
– ident: S205347011600007X_r62
  doi: 10.1287/opre.1100.0894
– ident: S205347011600007X_r2
– start-page: 3964
  volume-title: American Control Conference
  year: 2009
  ident: S205347011600007X_r74
  contributor:
    fullname: Serrao
– ident: S205347011600007X_r72
  doi: 10.1002/0470863692
– ident: S205347011600007X_r4
  doi: 10.1126/science.1180775
– ident: S205347011600007X_r69
  doi: 10.1108/09564239910264361
– ident: S205347011600007X_r20
  doi: 10.1111/j.1540-5915.2001.tb00960.x
– ident: S205347011600007X_r22
– ident: S205347011600007X_r41
– ident: S205347011600007X_r19
  doi: 10.1109/TVT.2004.827161
– ident: S205347011600007X_r52
  doi: 10.1080/00423114.2010.512634
– ident: S205347011600007X_r31
  doi: 10.1115/1.4002941
– ident: S205347011600007X_r70
– volume-title: Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
  year: 2013
  ident: S205347011600007X_r71
  contributor:
    fullname: Ren
– ident: S205347011600007X_r89
  doi: 10.1111/j.1540-5915.2001.tb00957.x
– ident: S205347011600007X_r50
– ident: S205347011600007X_r59
  doi: 10.1115/1.1804195
– ident: S205347011600007X_r78
  doi: 10.1016/j.enpol.2009.11.014
– ident: S205347011600007X_r27
– ident: S205347011600007X_r38
  doi: 10.1115/1.4005860
– ident: S205347011600007X_r81
– volume-title: Transforming Personal Mobility
  year: 2013
  ident: S205347011600007X_r13
  contributor:
    fullname: Burns
– ident: S205347011600007X_r95
  doi: 10.1016/j.enpol.2012.02.068
– ident: S205347011600007X_r80
  doi: 10.4271/2012-01-0199
– ident: S205347011600007X_r64
– ident: S205347011600007X_r16
– ident: S205347011600007X_r1
  doi: 10.1109/TKDE.2007.190632
– ident: S205347011600007X_r92
  doi: 10.1016/j.enpol.2011.10.062
– start-page: 2076
  volume-title: Vehicular Technology Conference, 2002. IEEE 55th’ VTC Spring 2002, Vol. 4
  year: 2002
  ident: S205347011600007X_r68
  contributor:
    fullname: Paganelli
– ident: S205347011600007X_r24
– volume-title: Reducing Greenhouse Gas Emission from US Transportation
  year: 2011
  ident: S205347011600007X_r35
  contributor:
    fullname: Greene
– ident: S205347011600007X_r25
  doi: 10.1016/j.enpol.2012.06.009
– ident: S205347011600007X_r17
  doi: 10.1287/mnsc.43.4.535
– ident: S205347011600007X_r75
  doi: 10.1115/1.3125886
– start-page: 393
  volume-title: ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
  year: 2008
  ident: S205347011600007X_r32
  contributor:
    fullname: Frischknecht
– ident: S205347011600007X_r56
  doi: 10.1016/j.enpol.2008.04.025
– ident: S205347011600007X_r76
  doi: 10.1115/1.3013848
– start-page: 25
  year: 2007
  ident: S205347011600007X_r79
  article-title: Fuel efficiency and motor vehicle travel: the declining rebound effect
  publication-title: The Energy Journal
  contributor:
    fullname: Small
– ident: S205347011600007X_r91
– ident: S205347011600007X_r96
  doi: 10.1109/TVT.2012.2208210
– ident: S205347011600007X_r15
– volume: 222
  start-page: 1587
  year: 2008
  ident: S205347011600007X_r47
  article-title: Control strategy for a dual-mode electromechanical, infinitely variable transmission for hybrid electric vehicles
  publication-title: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
  contributor:
    fullname: Kim
– ident: S205347011600007X_r34
  doi: 10.1111/j.1937-5956.2003.tb00499.x
– ident: S205347011600007X_r94
– ident: S205347011600007X_r51
  doi: 10.1016/j.enpol.2012.08.074
– ident: S205347011600007X_r67
– ident: S205347011600007X_r42
– ident: S205347011600007X_r66
  doi: 10.1007/s11002-008-9046-1
– ident: S205347011600007X_r33
  doi: 10.1016/j.jeem.2010.05.004
– ident: S205347011600007X_r21
– ident: S205347011600007X_r49
  doi: 10.1016/j.energy.2011.05.046
– ident: S205347011600007X_r61
  doi: 10.1016/j.enpol.2009.11.006
– ident: S205347011600007X_r18
– ident: S205347011600007X_r6
– ident: S205347011600007X_r10
– start-page: 134
  volume-title: IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Proceedings
  year: 2005
  ident: S205347011600007X_r53
  contributor:
    fullname: Liu
– ident: S205347011600007X_r90
  doi: 10.1115/1.1587156
– volume-title: 1999 SAE TOPTEC Conference, Albany, NY
  year: 1999
  ident: S205347011600007X_r40
  contributor:
    fullname: Hermance
– ident: S205347011600007X_r55
  doi: 10.1002/1099-1255(200009/10)15:5<447::AID-JAE570>3.0.CO;2-1
– ident: S205347011600007X_r26
– ident: S205347011600007X_r93
– ident: S205347011600007X_r87
  doi: 10.1017/CBO9780511805271
– ident: S205347011600007X_r58
  doi: 10.1111/j.0737-6782.2005.00102.x
– volume: 19
  start-page: 1279
  year: 2011
  ident: S205347011600007X_r46
  article-title: Optimal control of hybrid electric vehicles based on Pontryagin’s minimum principle
  publication-title: IEEE Transactions on Control Systems Technology
  doi: 10.1109/TCST.2010.2061232
  contributor:
    fullname: Kim
– ident: S205347011600007X_r36
  doi: 10.1016/S0301-4215(00)00021-5
– ident: S205347011600007X_r37
  doi: 10.1016/j.energy.2011.09.014
– ident: S205347011600007X_r97
  doi: 10.1109/ACC.2013.6580775
– volume-title: ASME 2013 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
  year: 2013
  ident: S205347011600007X_r9
  contributor:
    fullname: Bayrak
– ident: S205347011600007X_r88
– ident: S205347011600007X_r65
– ident: S205347011600007X_r57
  doi: 10.1016/j.ijresmar.2010.08.001
– volume-title: Batteries for Plug-in Hybrid Electric Vehicles (PHEVs): Goals and the State of Technology Circa 2008
  year: 2008
  ident: S205347011600007X_r7
  contributor:
    fullname: Axsen
– ident: S205347011600007X_r84
  doi: 10.1287/mnsc.29.4.482
– ident: S205347011600007X_r30
  doi: 10.1287/mksc.1090.0508
– ident: S205347011600007X_r29
  doi: 10.1287/mksc.1070.0291
– ident: S205347011600007X_r48
  doi: 10.1115/1.802469
– ident: S205347011600007X_r73
  doi: 10.1016/j.enpol.2011.12.041
– ident: S205347011600007X_r23
– ident: S205347011600007X_r45
  doi: 10.1115/1.4029894
– ident: S205347011600007X_r12
  doi: 10.1111/1467-937X.00168
– volume-title: Proceedings of the ASME 2015 International Design Engineering Technical Conferences
  year: 2015
  ident: S205347011600007X_r8
  contributor:
    fullname: Bayrak
– ident: S205347011600007X_r82
  doi: 10.1109/ACC.2010.5530752
– ident: S205347011600007X_r85
– ident: S205347011600007X_r54
– ident: S205347011600007X_r83
  doi: 10.1177/002224379303000303
– volume: 22
  year: 2014
  ident: S205347011600007X_r60
  article-title: Driving electrification: a global comparison of fiscal incentive policy for electric vehicles
  publication-title: The International Council on Clean Transportation (ICCT)
  contributor:
    fullname: Mock
SSID ssj0001669563
Score 2.1378574
Snippet Governments encourage use of electric vehicles (EV) via regulation and investment to minimize greenhouse gas (GHG) emissions. Manufacturers produce vehicles to...
SourceID doaj
crossref
cambridge
SourceType Open Website
Aggregation Database
Publisher
SubjectTerms Design and Mobility
design for market systems
energy policy design
service design
vehicle electrification
SummonAdditionalLinks – databaseName: Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA6yJz2IT1xfBNRj3bZpk9TbKi4i6EVX9hYySYoruCu269mrZ_-hv8Q8uksFwYv0NmRKmJl0Hpl-g9AxAfvNA6KiQioVZRLsmUvARBxkEnPpHlcauLmlV8PsepSPWqO-XE9YgAcOgutxIDLLOTMgWebCCVqqRGlZKgk0ZyHxiYtWMuWrK5TawJ_M8UgT1tPVk2vkoqesjaLwwxu1QPu9dxmsodUmLMT9sJ11tGQmG2jlYVzNArXaRB-hwobHHhnDFfWwnGgc5thY-pt5dLxY-56MMyyxn3ITOT-l8bP_u9lyBAwSXM6bsrCrxOLWPTaup5Z3eNf_ev_007WxWswqxB6NdgsNB5f3F1dRM0ghUoTFdSRTo7VKQdEyy3TKgIDiOtXKpgfOS7PCIZ3ZSMx1bBCTaRlrZkySc260VRnZRp3JdGJ2ELbenqmcgKSyyABKmXKIFS1sqgs6L1QXnSyEK5rjUInQSsaEVYJwShCsi47mghcvAVfj11XnTieLFQ4L2xOshYjGQsRfFrL7Hy_ZQ8tuS6H4so869evMHNhwpIZDb3nffqfimg
  priority: 102
  providerName: Directory of Open Access Journals
Title Public investment and electric vehicle design: a model-based market analysis framework with application to a USA–China comparison study
URI https://www.cambridge.org/core/product/identifier/S205347011600007X/type/journal_article
https://doaj.org/article/8b3a4587eba7465086fc1cdafcab6571
Volume 2
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T-QwELa4pbkrEI9DvGWJuzJkEzt2QgeI5-kQEiwKVeSxHbFILIhdqGmp-Yf8Ejx2siwSBUqRyIqVyDPJzHwz_oaQPwzcPw-YjgqldcQVuG8uARvloJJurvBAaOD_qTjq8ZMyK6dI2e6FwbLKMceBz-T7_mj3gf407ptQQ2Mf4vPU6Q-XmEjw-bgyRtAybkRQNQv_g0ynzMXsHTJ9_K88PP3AX4RwoQFrGUsTGZvhDZZ6iS05ybPwyV5N0Pp7-3MwS2Yax5HuhAfOkSk7mCe_LvvDxzA6XCAvAYOjfc-dgbAfVQNDQ6cbN_5kr3EuNb5qY5sq6vvgRGjJDL31-5_djMBSQuu2bIsiVksnMt10dOfm9s533p5fff9tqsfdDKnnq_1Negf7F3tHUdNqIdJMdkeRSq0xOgUtas5NKoGBzk1qtAsg0I7LArnQnK-GNR3McqO6RlqbZHlujRMqWySdwd3ALhHq_AGpMwZKqIID1CrNoatF4YJhMFmhl8nf8eJWjbSGVSg2k5UTQoVCqOQy2WwXvroPzBtf3rWLMhnfgWzZfsCpTqsDVQ5M8SyXFpTk6JKKWifaqForEJlMVr75SqvkJ14EBGaNdEYPj3bd-SQj2PCx_EajZHg-u7o6fAeL5-k3
link.rule.ids 315,783,787,867,2109,4031,23330,26662,27935,27936,27937,56132,56135
linkProvider Cambridge University Press
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Nb9QwEB2V7QE4oPIlChQsAceQTezYCbe2omxpu5d2UW6Wx3bEIrGtulvOXDnzD_kleOxkWSQOKLeRrUSecWY88_wG4DXH8M9DbrPGWJsJg2HPFeizGk0xrg09lBo4m8rJTHxsq3YL2uEuDMEq1xwHsZIf-6NdJfrTfO4ShsZf5-dlsB-hqJAQ63FtTknLvFeB7hf-FmxTiFyOYPv4pP0w_ZN_kTIcDfjAWFqo3C2_ENRLvlWbPAt_-asNWv_of4524F4fOLL99ML7sOUXD-Dup_nyJkmXD-FHysGxeeTOoLQfMwvHUqebIP_mP9Nc5iJq4x0zLPbByciTOfY13n8OMxJLCesG2BajXC3bqHSz1WWYOzvf__X9Z-y_zey6myGLfLWPYHb0_uJwkvWtFjLL1XiVmdI7Z0u0shPClQo52tqVzoYDBPlx1RAXWojVCNPBvXBm7JT3RVXX3gWl8scwWlwu_BNgIR5QtuJopGkEYmfKGsdWNuEwjK5q7C68WS-u7rW11AlspnRQgiYlaLULr4aF11eJeeOfow5IJ-sRxJYdBcF0BhvQNXIjqlp5NEpQSCo7W1hnOmtQVqp4-p-f9BJuTy7OTvXp8fTkGdwhYcrGPIfR6vrG74X4ZIUvelP7Dd7k6X0
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Public+investment+and+electric+vehicle+design%3A+a+model-based+market+analysis+framework+with+application+to+a+USA%E2%80%93China+comparison+study&rft.jtitle=Design+Science&rft.au=Kang%2C+Namwoo&rft.au=Ren%2C+Yi&rft.au=Feinberg%2C+Fred+M.&rft.au=Papalambros%2C+Panos+Y.&rft.date=2016&rft.pub=Cambridge+University+Press&rft.eissn=2053-4701&rft.volume=2&rft_id=info:doi/10.1017%2Fdsj.2016.7&rft.externalDocID=10_1017_dsj_2016_7
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2053-4701&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2053-4701&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2053-4701&client=summon