Raine Hautala

20032018
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Research Output 2003 2018

2018

Impact of integrated winter road maintenance on transport system resilience

Aapaoja, A., Hinkka, V., Leviäkangas, P., Hautala, R. & Kinnunen, T. K., 2018, (Submitted).

Research output: Contribution to conferenceConference articleProfessional

Travel time
Snow
Accidents
Sensors
Temperature

The Finnish road weather business ecosystem: structure, potentials and implications for demand-driven innovation policy

Aapaoja, A., Leviäkangas, P., Hautala, R., Heikki, M. & Hinkka, V., 2018, In : International Journal of Services Sciences. 6, 3/4, p. 179-200 21 p.

Research output: Contribution to journalArticleScientificpeer-review

ecosystem structure
innovation
road
weather
ecosystem
2017

Small satellite solutions for land transport monitoring

Aapaoja, A., Praks, J., Hautala, R., Kostiainen, J., Kinnunen, T. K. & Höyhtyä, M., 2017.

Research output: Contribution to conferenceOther conference contributionScientificpeer-review

Open Access
2016

Better products and services for winter maintenance

Hautala, R., Mantsinen, H., Aapaoja, A. & Leviäkangas, P., 2016.

Research output: Contribution to conferenceConference AbstractScientific

Developing new cooperation models in winter maintenance

Aapaoja, A., Mantsinen, H., Hautala, R. & Leviäkangas, P., 2016. 13 p.

Research output: Contribution to conferenceConference articleScientific

Open Access
winter
stakeholders

Innovation capability of Finnish Road Weather and Maintenance Network: challenges and maturity level

Afriandi, Z., Aapaoja, A., Hautala, R. & Kinnunen, T. K., 2016.

Research output: Contribution to conferenceConference articleScientific

Innovation
Industry
Privatization
Ecosystems
4 Citations (Scopus)

Integrated winter road maintenance management: New directions for cold regions research

Hinkka, V., Pilli-Sihvola, E., Mantsinen, H., Leviäkangas, P., Aapaoja, A. & Hautala, R., 1 Jan 2016, In : Cold Regions Science and Technology. 121, p. 108-117 10 p.

Research output: Contribution to journalArticleScientificpeer-review

cold region
winter
Ecosystems
weather forecasting
road maintenance

Preconditions for establishing and maintaining test sites for cooperative mobility

Aapaoja, A., Pilli-Sihvola, E., Hinkka, V. & Hautala, R., 2016, Proceedings. 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Benchmarking
Experiments

Public transport ITS test environment for a smart city

Kostiainen, J., Aapaoja, A. & Hautala, R., 7 Jun 2016. 10 p.

Research output: Contribution to conferenceConference articleScientific

Innovation
Concrete testing
Gas emissions
Greenhouse gases
Economics

Setting up an ITS innovation environment with many stakeholders

Kostiainen, J., Hautala, R., Hinkka, V. & Aapaoja, A., 2016. 12 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Innovation
Industry
Testing
Concretes
2015
2 Citations (Scopus)

Evolving winter road maintenance ecosystems in Finland and Hokkaido, Japan

Pilli-Sihvola, E., Aapaoja, A., Leviäkangas, P., Kinnunen, T., Hautala, R. & Takahashi, N., 1 Jan 2015, In : IET Intelligent Transport Systems. 9, 6, p. 633-638 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Finland
Japan
road
ecosystem

Finnish winter road management: innovation capacibilitycapability

Aapaoja, A., Leviäkangas, P., Hautala, R., Heikki, M. & Kinnunen, T., 2015.

Research output: Contribution to conferenceConference articleScientific

Open Access
road
innovation
ecosystem
winter
public sector

Kohti ekosysteemiperustaista innovaatiopolitiikkaa

Harmaakorpi, V., Rinkinen, S., Aapaoja, A., Hautala, R., Kess, P., Kinnunen, T., Leviäkangas, P., Majava, J. & Valovirta, V., 2015, 7 p. (Tekes Policy Brief: Ekosysteemit; No. 10, Vol. 2015).

Research output: Book/ReportReport

Liiketoimintaekosysteemit ja innovaatioalustat

Aapaoja, A., Harmaakorpi, V., Hautala, R., Kess, P., Kinnunen, T., Leviäkangas, P., Majava, J., Rinkinen, S. & Valovirta, V., 2015, TEKES. 6 p. (Tekes Policy Brief: Ekosysteemit; No. 9, Vol. 2015).

Research output: Book/ReportReport

2014

Ajoneuvo anturina tienpinnan liukkauden tunnistamisessa

Tergujeff, R. & Hautala, R., 2014, Väylät & Liikenne 2014: Esitelmät. p. 286-290

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

1 Citation (Scopus)

Co-operative road weather information: Slipperiness detection

Pilli-Sihvola, E., Pyykkönen, P., Kostiainen, J., Tergujeff, R. & Hautala, R., 2014, 21st World Congress on Intelligent Transport Systems and ITS America Annual Meeting 2014: Reinventing Transportation in Our Connected World. Red Hook: Curran Associates Inc., Vol. 4. p. 2765-2774 13379

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Information use
Information systems
Image processing

Deploying ITS Services: Case Finland-Russia smart transport corridor

Rantasila, K., Hautala, R., Lankinen, M. & Lankinen, L., 2014, 21st World Congress on Intelligent Transport Systems and ITS America Annual Meeting 2014: Reinventing Transportation in our Connected World. Red Hook: Curran Associates Inc., Vol. 1. p. 543-555 13367

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Industry
Specifications

Development of ITS multi-service from idea to deployment

Rantasila, K., Mantsinen, H., Casey, T., Hautala, R. & Lankinen, M., 2014, Conference proceedings : 10th ITS European Congress. DC-ROM. ERTICO - ITS Europe

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Industry
Specifications

Dynamic road slipperiness detection based on in-vehicle sensors

Tergujeff, R., Silvonen, P., Pilli-Sihvola, E. & Hautala, R., 2014, Proceedings of 10th ITS European Congress, CD-ROM. ERTICO - ITS Europe, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Sensors
Alarm systems
Axles
Cost effectiveness
Controllers

Evolving winter road maintenance ecosystems in Finland and Hokkaido, Japan

Pilli-Sihvola, E., Aapaoja, A., Leviäkangas, P., Kinnunen, T., Hautala, R. & Takahashi, N., 2014, Proceedings of 10th ITS European Congress, CD-ROM. ERTICO - ITS Europe, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

road
ecosystem
winter
innovation
ecosystem function

FIRWE: yhteistyöllä enemmän irti suomalaisesta tiesääosaamisesta

Hautala, R., Aapaoja, A. & Leviäkangas, P., 2014, In : Liikenteen suunta. 2, p. 55-58 4 p.

Research output: Contribution to journalArticleProfessional

Open Access

FIRWE-projektet

Hautala, R. & Mantsinen, H., 2014, Vintertjeneste i de Nordiske land: Statusrapport 2014. p. 43-44 (NVF-rapport; No. 1).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

New ways of providing and taking advantage of road weather information

Pilli-Sihvola, E., Hautala, R. & Leviäkangas, P., 2014, Proceedings: Transportation Research Board 93rd Annual Meeting . 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile devices
Refining
Planning
Sensors
Smart city

Realising the benefits of Finnish snow-how by turning it into products and services

Pilli-Sihvola, E. & Hautala, R., 2014, Proceedings of the XIVth International Winter Road Congress -Andorra, 2014. 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

snow
weather
road
winter
accident

The Finnish road weather business ecosystem: Turning societal benefits into business and the other way round

Leviäkangas, P., Aapaoja, A., Kinnunen, T., Pilli-Sihvola, E., Hautala, R. & Zulkarnain, Z., 2014, In : Engineering Management Research. 3, 1, p. 56-67 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
road
weather
stakeholder
ecosystem
winter
2013
1 Citation (Scopus)

Business model evolution for ITS services

Kostiainen, J., Zulkarnain, Leviäkangas, P. & Hautala, R., 2013, 20th World Congress on Intelligent Transport Systems 2013. Vol. 2. p. 870-878

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

transport system
Industry
projection
Values
Cloud computing
1 Citation (Scopus)

eCall implementation roadmap for Finland

Öörni, R., Hautala, R., Hänninen, T. & Lumiaho, A., 2013, Proceedings of the 13th International Conference on ITS Telecommunications, ITST 2013. Tampere: IEEE Institute of Electrical and Electronic Engineers , p. 356-361

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Finland
regulation
road traffic
technical development
research results
1 Citation (Scopus)

Liberalised public procurement of ICT services for schools: An empirical case from Finland

Leviäkangas, P., Hautala, R., Britschgi, V. & Öörni, R., 2013, In : Journal of Public Procurement. 13, 1, p. 72-102 31 p.

Research output: Contribution to journalArticleScientificpeer-review

information capture
Finland
communication technology
information technology
model school

Measuring and predicting the condition of the road surface: Tools for improving the efficiency of road network usage

Pilli-Sihvola, E. & Hautala, R., 2013, Proceedings: 9th ITS European Congress.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

Taking better advantage of road weather information different models for combining content and services

Pilli-Sihvola, E. & Hautala, R., 2013, Proceedings: 20th World Congress on Intelligent Transport Systems 2013. p. 769-775

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2012

Better winter road weather information saves money, time, lives and environment

Pilli-Sihvola, E., Leviäkangas, P. & Hautala, R., 2012.

Research output: Contribution to conferenceConference articleScientific

Snow and ice removal
Decision support systems
Personnel
Costs
1 Citation (Scopus)

Better winter road weather information saves money, time, lives and the environment

Pilli-Sihvola, E., Leviäkangas, P. & Hautala, R., 2012, Proceedings of the 19th ITS World Congress. ERTICO - ITS Europe

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Weather information services
Snow and ice removal
Decision support systems
Personnel
Costs
2011
4 Citations (Scopus)

Eco-Pricing of Mobility

Leviäkangas, P. & Hautala, R., 2011, In : International Journal of Technology. 2, 2

Research output: Contribution to journalArticleScientificpeer-review

Eco-Pricing of Mobility

Leviäkangas, P. & Hautala, R., 2011, In : International Journal of Technology. 2, 2

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

Costs
Pricing
Sustainable development
Economics
Developing economies

Koulun ehdoilla – oppilaiden tarpeisiin – yritysten avulla: Kauniaisten suomenkielisen perusopetuksen tietotekniikkapalveluiden hankintamalli

Leviäkangas, P., Hautala, R., Öörni, R., Britschgi, V., Soikkeli, M., Rekiranta, R. & Schneitz, A., 2011, Opetusteknologia koulun arjessa II. Kankaanranta, M. & Vahtivuori-Hänninen, S. (eds.). University of Jyväskylä, p. 285-301

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access

Millaista on toimiva ja kustannustehokas opetuksen tietotekniikka? Luonnos opetuksen tietotekniikkapalveluiden arviointijärjestelmäksi

Translated title of the contribution: What is functioning and cost efficient ICT in schools like? : A framework for ICT services evaluationHautala, R., Leviäkangas, P., Öörni, R. & Britschgi, V., 2011, Opetusteknologia koulun arjessa II. Kankaanranta, M. & Vahtivuori-Hänninen, S. (eds.). University of Jyväskylä, p. 271-284

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access
costs
evaluation
school
1 Citation (Scopus)

Multi-service model for mobility and logistics

Vilkman, A., Hautala, R. & Pilli-Sihvola, E., 2011, VTT Symposium on Service Innovation. Espoo: VTT Technical Research Centre of Finland, p. 105-115 (VTT Symposium; No. 271).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Logistics
Value network
Business model
Production services
Service value

Opetuksen tietotekniikkapalvelut: Ongelmia, haasteita ja mahdollisuuksia

Britschgi, V., Öörni, R., Hautala, R. & Leviäkangas, P., 2011, Opetusteknologia koulun arjessa. Kankaanranta, M. (ed.). Jyväskylä: Koulutuksen tutkimuslaitos, p. 257-270

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access

Paikkasidonnaiset liikenteen palvelut: Teknologia ja arkkitehtuuri

Translated title of the contribution: Traffic-related location-based services: Technology and architecturesPilli-Sihvola, E., Tarkiainen, M., Vilkman, A. & Hautala, R., 2011, Espoo: VTT Technical Research Centre of Finland. 93 p. (VTT Working Papers; No. 173).

Research output: Book/ReportReport

Open Access
traffic
Olla

Paikkasidonnaiset liikenteen palvelut: Palveluiden nykytila

Translated title of the contribution: Traffic-related location-based services: State-of-the-artPilli-Sihvola, E., Auvinen, H., Tarkiainen, M. & Hautala, R., 2011, VTT Technical Research Centre of Finland. 59 p. (VTT Working Papers; No. 174).

Research output: Book/ReportReport

Open Access
traffic

Paikkasidonnaisten liikenteen palveluiden liiketoimintamallit: Edellytykset, vaihtoehdot, haasteet ja mahdollisuudet

Translated title of the contribution: Business models for traffic-related location-based services : Requirements, alternatives, challenges and opportunitiesVilkman, A., Hautala, R. & Pilli-Sihvola, E., 2011, Espoo: VTT Technical Research Centre of Finland. 53 p. (VTT Working Papers; No. 175).

Research output: Book/ReportReport

Open Access
traffic

Perusopetuksen tietotekniikkapalveluiden arviointi: Kauniaisten suomenkielinen koulutoimi

Translated title of the contribution: Educational ICT in Finnish-speaking schools of Kauniainen: Evaluation of new procurement practice and its impactsHautala, R., Leviäkangas, P., Öörni, R. & Britschgi, V., 2011, Espoo: VTT Technical Research Centre of Finland. 87 p. (VTT Working Papers; No. 170).

Research output: Book/ReportReport

Open Access
speaking
evaluation
school

Procurement of ICT services for schools: Towards a decentralised process for the benefit of stakeholders and the environment

Hautala, R., Leviäkangas, P., Öörni, R. & Britschgi, V., 2011, VTT Symposium on Service Innovation. Espoo: VTT Technical Research Centre of Finland, p. 269-280 (VTT Symposium; No. 271).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
stakeholder
school administration
school
hardware
electricity consumption

Singaporen perusopetuksen tietotekniikkavisio ja -strategia: benchmarkkaus ja vertailu Suomeen

Leviäkangas, P., Hautala, R., Schneitz, A. & Hock Chye, L., 2011, Opetusteknologia koulun arjessa. Kankaanranta, M. (ed.). Jyväskylä: University of Jyväskylä, p. 21-46

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access

The future of commercial location-based services in ITS: On-line on the move

Pilli-Sihvola, E., Vilkman, A. & Hautala, R., 2011, Proceedings: 18th World Congress on Intelligent Transport Systems, featuring ITS America's annual meeting and exposition, October 16-20, 2011, Orlando, Florida. Intelligent Transportation Society of America, 2127

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Location based services
Mobile phones
Mobile devices
Communication

Tieto- ja viestintätekniikka opetussektorilla: Parempaa palvelutasoa innovatiivisilla toimintatavoilla

Britschgi, V., Hautala, R., Öörni, R. & Leviäkangas, P., 2011, Avauksia yhteiskunnallisen yritystoiminnan tutkimukseen. Kostilainen, H. & Pättiniemi, P. (eds.). Helsinki

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Weather services in ITS: Concrete benefits for the society

Pilli-Sihvola, E., Hautala, R., Leviäkangas, P., Pilli-Sihvola, Y. & Vilkman, A., 2011, Proceedings: 18th World Congress on Intelligent Transport Systems, featuring ITS America's annual meeting and exposition, October 16-20, 2011, Orlando, Florida. Intelligent Transportation Society of America, 2130

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

weather
road transport
accident
road
fog
2010
2 Citations (Scopus)

Fog warning system in Venice region

Leviäkangas, P., Öörni, R., Hautala, R., Rossa, A., Zardini, F. & Domenichini, F., 2010, Proceedings, 17th ITS World Congress Busan 2010: Ubiquitous society with ITS.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

1 Citation (Scopus)

PASTORI project defines the future ITS services portfolio

Vilkman, A., Hautala, R., Leviäkangas, P., Pilli-Sihvola, E. & Intosalmi, J., 2010, Proceedings, 17th ITS World Congress Busan 2010: Ubiquitous society with ITS.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific