Lizhen Huang
About
Professor Lizhen Huang is renowned for her leadership and contributions in Civil Engineering and Geomatics. Leading the Civil Engineering and Geomatics Group at the Department of Manufacturing and Civil Engineering, she exemplifies dedication to the progression of the sector. In her multi-faceted role, Professor Huang serves on the IV faculty's innovation committee and is at the forefront of strategic research on the "digital twin for sustainable built environment." Over the past decade, she's been credited with 40+ high-impact journal publications, and one notable piece has achieved over 620 citations since 2018 at Google Scholar. A passionate advocate for sustainability, she's initiated several projects, both at the EU and national levels, targeting a carbon-neutral future, with over €5 million funding to the department. Beyond research, her mentorship has shaped the careers of six PhD students, five post-doctoral researchers, and two emerging faculty members. Her committee roles further underscore her commitment, with significant involvement in scientific evaluations spanning PhD defenses to faculty recruitments. Professor Huang's collaboration network is vast, marked by her involvement in European innovation platforms like ECTP-DBE and AIOTI.
Area of interest
- Sustainable Built environment (buildings and infrastructure)
- Sustainability assessment (LCA, LCC, SD)
- Digital twin (BIM-IoT-AI)
- Circular built environment and DPP
- Energy demand analysis
Research
Ongoing projects
2022- 2026
Horizon Europe- SPADE: “multi-purpoSe Physical-cyber Agri-forest Drones Ecosystem for governance and environmental observation”
2022- 2026
Horizon Europe- PRecyling: “Plastics Recycling from and for home appliances, toys and textile”
2023- 2027
RCN-1-2-TRE STEG “ Steps towards circularity in wood-based building ”
2022- 2026
RCN-CircWOOD: “Circular use of wood in Norway for improved sustainability and innovation”
2022- 2025
RCN- Green Platform -SirkTre: “Etablerer den helsirkulære verdikjeden for tre”
2019- 2024
RCN -“Reinforcing the Health Data Infrastructure in Mobility and Assurance through Data Democratization”
2019-2023
COST Action CA18204: “Dynamics of place making and digitization in Europe's cities”. (MC)
2022-2024
NTNU sustainability: Circular city
2022-2024
NTNU green shift- Lifeline 2050
Finished projects
2019- 2023
H2020-GIFT: “Geographical island energy flexibility”, 2018-2021, (Project no. 824410, total budget 12 million euro)
2019-2021
BioSIP, Bio-basert Smart Industrial Park - Skjerven skog (Oppland innovation project), WP leader, for digital twin development
2019-2023
Nordic5Tech Reiseforcing learning for building energy management
2021-2022
NTNU-SAP: Decarbonisation of energy island
2018-2022
NTNU-sustainability: Digital twin for cicurlar economy
2018-2022
DT-Blockchain: Trust and Transparency in Digital Society Through Blockchain Technology
2018-2018
RCN-Data drive recycling: products as plastic bank (PAPB)”, funded by the Norwegian Research Council
2017-2018
RCN- Key Knowledge of icy road information system for data driven Ice Intelligence (iSeelce)
2017- to 2019
Prosjektet FJELLHEIMEN 4.0 - Kompetansebygging for fremtidens fritidsboliger (Fjellsatsinga 2017 - næringsutvikling og verdiskapning i fjellområdene)
2016-2020
IEA EBC Annex 72: “Assessing Life Cycle Related Environmental Impacts Caused by Buildings.
2017-2018
Wood based City Climate-KIC
Publications
2024
-
Godager, Bjørn Arild;
Mohn, Knud;
Merschbrock, Christoph;
Huang, Lizhen.
(2024)
Exploring the Enterprise BIM concept in practice: The case of Asset Management in a Norwegian hospital.
Journal of Information Technology in Construction (ITcon)
Academic article
-
Wan, Paul Kengfai;
Holtskog, Halvor;
Huang, Lizhen;
Nowostawski, Mariusz.
(2024)
Blockchain as a Driver of Vertical and Horizontal Information Sharing for Sustainable Innovations.
CRC Press
Academic chapter/article/Conference paper
-
Kyaw, Khin Su Su;
Huang, Lizhen;
Liu, Yongping;
Bohne, Rolf André.
(2024)
Influences of BIM-LOD and Geographic-Scale Environmental Impact Factors on embodied emissions: The Norwegian context.
Building and Environment
Academic article
-
Fahlstedt, Oskar Fredrik;
Rasmussen, Freja Nygaard;
Temeljotov Salaj, Alenka;
Huang, Lizhen;
Bohne, Rolf André.
(2024)
Building renovations and life cycle assessment - A scoping literature review.
Renewable and Sustainable Energy Reviews
Academic literature review
2023
-
Wuyts, Wendy;
Tomczak, Artur Bernard;
Nore, Kristine;
Huang, Lizhen;
Haavi, Thomas.
(2023)
REUSE OF WOOD - learning about the benefits and challenges of high- and low-tech diagnostic methods through action research in Norway.
Curran Associates, Inc.
Academic chapter/article/Conference paper
-
Huang, Lizhen.
(2023)
Establishing Effective PhD Supervision for Cross-Disciplinary Research in Advanced Production.
Lecture Notes in Electrical Engineering
Academic article
-
Wuyts, Wendy;
Huang, Lizhen.
(2023)
A gender perspective on drones and digital twins in a transdisciplinary European smart agriculture and forestry project.
Academic Press
Academic chapter/article/Conference paper
-
Triantafyllidis, Georgios;
Huang, Lizhen.
(2023)
A framework for semi-automated creation of Building Information Models for existing buildings.
Journal of Physics: Conference Series (JPCS)
Academic article
-
Ullah, Asmat;
Huang, Lizhen.
(2023)
Toward Zero Emission Construction: A Comparative Life Cycle Impact Assessment of Diesel, Hybrid, and Electric Excavators.
Energies
Academic article
-
Hoseinzadeh, Siamak;
Astiaso Garcia, Davide;
Huang, Lizhen.
(2023)
Grid-connected renewable energy systems flexibility in Norway islands’ Decarbonization.
Renewable and Sustainable Energy Reviews
Academic article
-
Liu, Yongping;
Huang, Lizhen;
Liu, Xiufeng;
Ji, Guomin;
Cheng, Xu;
Onstein, Erling.
(2023)
A late-mover genetic algorithm for resource-constrained project-scheduling problems.
Information Sciences
Academic article
-
Huang, Xiongwei;
Liu, Yongping;
Huang, Lizhen;
Stikbakke, Sverre;
Onstein, Erling.
(2023)
BIM-supported drone path planning for building exterior surface inspection.
Computers in industry (Print)
Academic article
-
Huang, Xiongwei;
Liu, Yongping;
Huang, Lizhen;
Onstein, Erling;
Merschbrock, Christoph.
(2023)
BIM and IoT data fusion: The data process model perspective.
Automation in Construction
Academic literature review
-
Biemann, Marco;
Gunkel, Philipp Andreas;
Scheller, Fabian;
Huang, Lizhen;
Liu, Xiufeng.
(2023)
Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning.
IEEE Internet of Things Journal
Academic article
2022
-
Chen, Ziyue;
Huang, Lizhen.
(2022)
The Impact of Digital Twins on Local Industry Symbiosis Networks in Light of the Uncertainty Caused by the Public Crisis.
International Journal of Information Systems and Supply Chain Management (IJISSCM)
Academic article
-
Zhou, Wenji;
Hagos, Dejene Assefa;
Stikbakke, Sverre;
Huang, Lizhen;
Cheng, Xu;
Onstein, Erling.
(2022)
Assessment of the impacts of different policy instruments on achieving the deep decarbonization targets of island energy systems in Norway – The case of Hinnøya.
Energy
Academic article
-
Huang, Lizhen;
Alistair Hutton, Street;
Ole Christian Stene, Ingul.
(2022)
Modelling Circular Timber Products in Norway: The environmental impact of circular economics applied to Norwegian timber products. .
NTNU
Thesis at a second degree level
-
Huang, Lizhen;
Julie Christine, Rekdal;
Johan Bernhard Nestås, Billing.
(2022)
Scan to BIM for eksisterende bygg .
NTNU
Thesis at a second degree level
-
Lai, Zhichen;
Cheng, Xu;
Liu, Xiufeng;
Huang, Lizhen;
Liu, Yongping.
(2022)
Multiscale Wavelet-Driven Graph Convolutional Network for Blade Icing Detection of Wind Turbines.
IEEE Sensors Journal
Academic article
-
Wuyts, Wendy;
Miatto, Alessio;
Khumvongsa, Kronnaphat;
Guo, Jing;
Aalto, Pasi Olav;
Huang, Lizhen.
(2022)
How Can Material Stock Studies Assist the Implementation of the Circular Economy in Cities?.
Environmental Science and Technology
Academic article
-
Godager, Bjørn Arild;
Mohn, Knud Fredrik;
Merschbrock, Christoph;
Klakegg, Ole Jonny;
Huang, Lizhen.
(2022)
Towards an improved framework for enterprise BIM: The role of ISO 19650.
Journal of Information Technology in Construction (ITcon)
Academic article
-
Cheng, Xu;
Shi, Fan;
Liu, Yongping;
Liu, Xiufeng;
Huang, Lizhen.
(2022)
Wind turbine blade icing detection: a federated learning approach.
Energy
Academic article
-
Wan, Paul Kengfai;
Huang, Lizhen;
Lai, Zhichen;
Liu, Xiufeng;
Nowostawski, Mariusz;
Holtskog, Halvor.
(2022)
Automated infection risks assessments (AIRa) for decision-making using a blockchain-based alert system: A case study in a representative building.
Environmental Research
Academic article
-
Wan, Paul Kengfai;
Huang, Lizhen.
(2022)
Energy Tracing and Blockchain Technology: A Primary Review.
Springer
Academic chapter/article/Conference paper
-
Hagos, Dejene Assefa;
Liu, Yongping;
Huang, Lizhen.
(2022)
Investigating alternative power supply solutions under long term uncertainty for offgrid-offshore fish farm: The case of Hinnøya island, Norway.
Smart Energy
Academic article
-
Ullah, Asmat;
Huang, Lizhen;
Onstein, Erling;
Liu, Yongping.
(2022)
Overview of Emerging Technologies for Improving the Performance of Heavy-Duty Construction Machines.
IEEE Access
Academic literature review
-
Cheng, Xu;
Shi, Fan;
Liu, Yongping;
Zhou, Jiehan;
Liu, Xiufeng;
Huang, Lizhen.
(2022)
A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades.
IEEE Transactions on Industrial Informatics
Academic article
-
Huang, Lizhen;
Litleskare, Sondre.
(2022)
ombrukskartlegging av tre; status, muligheter og utfordringer.
NTNU
Masters thesis
-
Wu, Junqi;
Niu, Zhibin;
Li, Xiang;
Huang, Lizhen;
Nielsen, Per Sieverts;
Liu, Xiufeng.
(2022)
Understanding multi-scale spatiotemporal energy consumption data: A visual analysis approach.
Energy
Academic article
2021
-
Godager, Bjørn Arild;
Onstein, Erling;
Huang, Lizhen.
(2021)
The Concept of Enterprise BIM: Current Research Practice and Future Trends.
IEEE Access
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2021)
Digital twins for information-sharing in remanufacturing supply chain: a review.
Energy
Academic article
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2021)
Harmonizing and linking conceptual models of geospatial information: Technologies for information modelling in GIS, ITS and BIM.
NTNU
Doctoral dissertation
-
Niu, Zhibin;
Wu, Junqi;
Liu, Xiufeng;
Huang, Lizhen;
Nielsen, Per Sieverts.
(2021)
Understanding energy demand behaviors through spatio-temporal smart meter data analysis.
Energy
Academic article
-
Biemann, Marco;
Scheller, Fabian;
Liu, Xiufeng;
Huang, Lizhen.
(2021)
Experimental evaluation of model-free reinforcement learning algorithms for continuous HVAC control.
Applied Energy
Academic article
2020
-
Wan, Paul Kengfai;
Huang, Lizhen;
Holtskog, Halvor.
(2020)
Blockchain-Enabled Information Sharing Within a Supply Chain: A Systematic Literature Review.
IEEE Access
Academic article
-
Liu, Yongping;
Huang, Lizhen;
Onstein, Erling.
(2020)
How do age structure and urban form influence household CO2 emissions in road transport? Evidence from municipalities in Norway in 2009, 2011 and 2013.
Journal of Cleaner Production
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2020)
Digital Twin in Circular Economy: Remanufacturing in Construction.
IOP Conference Series: Earth and Environmental Science (EES)
Academic article
-
Ren, Hongtao;
Zhou, Wenji;
Guo, Ying;
Huang, Lizhen;
Liu, Yongping;
Ya, Yadong.
(2020)
A GIS-based green supply chain model for assessing the effects of carbon price uncertainty on plastic recycling.
International Journal of Production Research
Academic article
-
Huang, Lizhen;
Jakobsen, Pål Drevland;
Bohne, Rolf André;
Liu, Yongping;
Bruland, Amund;
Manquehual, Cristobal Javier.
(2020)
The environmental impact of rock support for road tunnels: The experience of Norway.
Science of the Total Environment
Academic article
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2020)
IFC Schemas in ISO/TC 211 Compliant UML for Improved Interoperability between BIM and GIS.
ISPRS International Journal of Geo-Information
Academic article
-
Wan, Paul Kengfai;
Satybaldy, Abylay;
Huang, Lizhen;
Holtskog, Halvor;
Nowostawski, Mariusz.
(2020)
Reducing alert fatigue by sharing low-level alerts with patients and enhancing collaborative decision-making using blockchain technology: Scoping review and proposed framework (MedAlert).
Journal of Medical Internet Research (JMIR)
Academic article
2019
-
Guo, Dongming;
Huang, Lizhen.
(2019)
The state of the art of material flow analysis research based on construction and demolition waste recycling and disposal.
Buildings
Academic literature review
-
Gui, kang;
Ge, Junfeng;
Ye, Lin;
Huang, Lizhen.
(2019)
The piezoelectric road status sensor using the frequency scanning method and machine-learning algorithms.
Sensors and Actuators A-Physical
Academic article
-
Jetlund, Knut;
Huang, Lizhen;
Onstein, Erling.
(2019)
Adapted Rules for UML Modelling of Geospatial Information for Model-Driven Implementation as OWL Ontologies.
ISPRS International Journal of Geo-Information
Academic article
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2019)
Information exchange between GIS and geospatial ITS databases based on a generic model.
ISPRS International Journal of Geo-Information
Academic article
-
Gui, Kang;
Ye, Lin;
Ge, Junfeng;
Alaya Cheikh, Faouzi;
Huang, Lizhen.
(2019)
Road surface condition detection utilizing resonance frequency and optical technologies.
Sensors and Actuators A-Physical
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2019)
Application review of LCA (Life Cycle Assessment) in circular economy: From the perspective of PSS (Product Service System).
Procedia CIRP
Academic article
2018
-
Huang, Lizhen;
Krigsvoll, Guri;
Johansen, Fred;
Liu, Yongping;
Zhang, Xiaoling.
(2018)
Carbon emission of global construction sector.
Renewable and Sustainable Energy Reviews
Academic article
-
Huang, Lizhen;
Liu, Yongping;
Krigsvoll, Guri;
Johansen, Fred.
(2018)
Life cycle assessment and life cycle cost of university dormitories in the southeast China: Case study of the university town of Fuzhou.
Journal of Cleaner Production
Academic article
-
Støre-Valen, Marit;
Huang, Lizhen.
(2018)
Kompakte byer gir redusert energiforbruk.
Adresseavisen
Feature article
2017
-
Huang, Wei;
Li, Fei;
Cui, Sheng-Hui;
Huang, Lizhen;
Lin, Jian-Yi.
(2017)
Carbon Footprint and Carbon Emission Reduction of Urban Buildings: A Case in Xiamen City, China.
Procedia Engineering
Academic article
-
Støre-Valen, Marit;
Huang, Lizhen.
(2017)
Kompakte byområder fører til redusert energiforbruk til transport.
Byggeindustrien
Article in business/trade/industry journal
-
Liu, Yongping;
Huang, Lizhen;
Kaloudis, Aris;
Støre-Valen, Marit.
(2017)
Does urbanization lead to less energy use on road transport?
Evidence from municipalities in Norway.
Transportation Research Part D: Transport and Environment
Academic article
2016
-
Huang, Lizhen;
Krigsvoll, Guri.
(2016)
Assessment Framework for Industrial Heritage Regeneration of Mustad, Norway.
Grada Publishing
Academic chapter/article/Conference paper
-
Bohne, Rolf André;
Huang, Lizhen;
Lohne, Jardar.
(2016)
A global overview of residential building energy consumption in eight climate zones.
International Journal of Sustainable Building Technology and Urban Development
Academic article
2015
-
Huang, Lizhen;
Bohne, Rolf André;
Lohne, Jardar.
(2015)
Shelter and residential building energy consumption within
the 450 ppm CO2eq constraints in different climate zones.
Energy
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Bruland, Amund;
Jakobsen, Pål Drevland;
Lohne, Jardar.
(2015)
Life cycle assessment of Norwegian road tunnel.
The International Journal of Life Cycle Assessment
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Bruland, Amund;
Jakobsen, Pål Drevland;
Lohne, Jardar.
(2015)
Environmental impact of drill and blast tunnelling: life cycle assessment.
Journal of Cleaner Production
Academic article
2014
-
Huang, Lizhen;
Bohne, Rolf André;
Liu, Yongping.
(2014)
Residential energy consumption and CO<sub>2</sub> emission in Chongqing, China.
Energy Education Science and Technology Part A: Energy Science and Research
Academic article
2013
-
Bohne, Rolf André;
Huang, Lizhen;
Wyckmans, Annemie.
(2013)
Comparison of Residential Energy Consumption in Different Geographical Areas and Relevance for Environmental Policy.
Journal of Civil Engineering and Architecture
Academic article
2012
-
Huang, Lizhen;
Bohne, Rolf André.
(2012)
Embodied air emissions in Norway's construction sector: input-output analysis.
Building Research & Information
Academic article
2009
-
Liu, Xiufeng;
lai, zhichen;
wang, xin;
Huang, Lizhen;
Nielsen, Per Sieverts.
(2009)
A Contextual Anomaly Detection Framework for Energy Smart Meter Data.
Springer
Academic chapter/article/Conference paper
Journal publications
-
Godager, Bjørn Arild;
Mohn, Knud;
Merschbrock, Christoph;
Huang, Lizhen.
(2024)
Exploring the Enterprise BIM concept in practice: The case of Asset Management in a Norwegian hospital.
Journal of Information Technology in Construction (ITcon)
Academic article
-
Kyaw, Khin Su Su;
Huang, Lizhen;
Liu, Yongping;
Bohne, Rolf André.
(2024)
Influences of BIM-LOD and Geographic-Scale Environmental Impact Factors on embodied emissions: The Norwegian context.
Building and Environment
Academic article
-
Fahlstedt, Oskar Fredrik;
Rasmussen, Freja Nygaard;
Temeljotov Salaj, Alenka;
Huang, Lizhen;
Bohne, Rolf André.
(2024)
Building renovations and life cycle assessment - A scoping literature review.
Renewable and Sustainable Energy Reviews
Academic literature review
-
Huang, Lizhen.
(2023)
Establishing Effective PhD Supervision for Cross-Disciplinary Research in Advanced Production.
Lecture Notes in Electrical Engineering
Academic article
-
Triantafyllidis, Georgios;
Huang, Lizhen.
(2023)
A framework for semi-automated creation of Building Information Models for existing buildings.
Journal of Physics: Conference Series (JPCS)
Academic article
-
Ullah, Asmat;
Huang, Lizhen.
(2023)
Toward Zero Emission Construction: A Comparative Life Cycle Impact Assessment of Diesel, Hybrid, and Electric Excavators.
Energies
Academic article
-
Hoseinzadeh, Siamak;
Astiaso Garcia, Davide;
Huang, Lizhen.
(2023)
Grid-connected renewable energy systems flexibility in Norway islands’ Decarbonization.
Renewable and Sustainable Energy Reviews
Academic article
-
Liu, Yongping;
Huang, Lizhen;
Liu, Xiufeng;
Ji, Guomin;
Cheng, Xu;
Onstein, Erling.
(2023)
A late-mover genetic algorithm for resource-constrained project-scheduling problems.
Information Sciences
Academic article
-
Huang, Xiongwei;
Liu, Yongping;
Huang, Lizhen;
Stikbakke, Sverre;
Onstein, Erling.
(2023)
BIM-supported drone path planning for building exterior surface inspection.
Computers in industry (Print)
Academic article
-
Huang, Xiongwei;
Liu, Yongping;
Huang, Lizhen;
Onstein, Erling;
Merschbrock, Christoph.
(2023)
BIM and IoT data fusion: The data process model perspective.
Automation in Construction
Academic literature review
-
Biemann, Marco;
Gunkel, Philipp Andreas;
Scheller, Fabian;
Huang, Lizhen;
Liu, Xiufeng.
(2023)
Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning.
IEEE Internet of Things Journal
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2022)
The Impact of Digital Twins on Local Industry Symbiosis Networks in Light of the Uncertainty Caused by the Public Crisis.
International Journal of Information Systems and Supply Chain Management (IJISSCM)
Academic article
-
Zhou, Wenji;
Hagos, Dejene Assefa;
Stikbakke, Sverre;
Huang, Lizhen;
Cheng, Xu;
Onstein, Erling.
(2022)
Assessment of the impacts of different policy instruments on achieving the deep decarbonization targets of island energy systems in Norway – The case of Hinnøya.
Energy
Academic article
-
Lai, Zhichen;
Cheng, Xu;
Liu, Xiufeng;
Huang, Lizhen;
Liu, Yongping.
(2022)
Multiscale Wavelet-Driven Graph Convolutional Network for Blade Icing Detection of Wind Turbines.
IEEE Sensors Journal
Academic article
-
Wuyts, Wendy;
Miatto, Alessio;
Khumvongsa, Kronnaphat;
Guo, Jing;
Aalto, Pasi Olav;
Huang, Lizhen.
(2022)
How Can Material Stock Studies Assist the Implementation of the Circular Economy in Cities?.
Environmental Science and Technology
Academic article
-
Godager, Bjørn Arild;
Mohn, Knud Fredrik;
Merschbrock, Christoph;
Klakegg, Ole Jonny;
Huang, Lizhen.
(2022)
Towards an improved framework for enterprise BIM: The role of ISO 19650.
Journal of Information Technology in Construction (ITcon)
Academic article
-
Cheng, Xu;
Shi, Fan;
Liu, Yongping;
Liu, Xiufeng;
Huang, Lizhen.
(2022)
Wind turbine blade icing detection: a federated learning approach.
Energy
Academic article
-
Wan, Paul Kengfai;
Huang, Lizhen;
Lai, Zhichen;
Liu, Xiufeng;
Nowostawski, Mariusz;
Holtskog, Halvor.
(2022)
Automated infection risks assessments (AIRa) for decision-making using a blockchain-based alert system: A case study in a representative building.
Environmental Research
Academic article
-
Hagos, Dejene Assefa;
Liu, Yongping;
Huang, Lizhen.
(2022)
Investigating alternative power supply solutions under long term uncertainty for offgrid-offshore fish farm: The case of Hinnøya island, Norway.
Smart Energy
Academic article
-
Ullah, Asmat;
Huang, Lizhen;
Onstein, Erling;
Liu, Yongping.
(2022)
Overview of Emerging Technologies for Improving the Performance of Heavy-Duty Construction Machines.
IEEE Access
Academic literature review
-
Cheng, Xu;
Shi, Fan;
Liu, Yongping;
Zhou, Jiehan;
Liu, Xiufeng;
Huang, Lizhen.
(2022)
A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades.
IEEE Transactions on Industrial Informatics
Academic article
-
Wu, Junqi;
Niu, Zhibin;
Li, Xiang;
Huang, Lizhen;
Nielsen, Per Sieverts;
Liu, Xiufeng.
(2022)
Understanding multi-scale spatiotemporal energy consumption data: A visual analysis approach.
Energy
Academic article
-
Godager, Bjørn Arild;
Onstein, Erling;
Huang, Lizhen.
(2021)
The Concept of Enterprise BIM: Current Research Practice and Future Trends.
IEEE Access
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2021)
Digital twins for information-sharing in remanufacturing supply chain: a review.
Energy
Academic article
-
Niu, Zhibin;
Wu, Junqi;
Liu, Xiufeng;
Huang, Lizhen;
Nielsen, Per Sieverts.
(2021)
Understanding energy demand behaviors through spatio-temporal smart meter data analysis.
Energy
Academic article
-
Biemann, Marco;
Scheller, Fabian;
Liu, Xiufeng;
Huang, Lizhen.
(2021)
Experimental evaluation of model-free reinforcement learning algorithms for continuous HVAC control.
Applied Energy
Academic article
-
Wan, Paul Kengfai;
Huang, Lizhen;
Holtskog, Halvor.
(2020)
Blockchain-Enabled Information Sharing Within a Supply Chain: A Systematic Literature Review.
IEEE Access
Academic article
-
Liu, Yongping;
Huang, Lizhen;
Onstein, Erling.
(2020)
How do age structure and urban form influence household CO2 emissions in road transport? Evidence from municipalities in Norway in 2009, 2011 and 2013.
Journal of Cleaner Production
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2020)
Digital Twin in Circular Economy: Remanufacturing in Construction.
IOP Conference Series: Earth and Environmental Science (EES)
Academic article
-
Ren, Hongtao;
Zhou, Wenji;
Guo, Ying;
Huang, Lizhen;
Liu, Yongping;
Ya, Yadong.
(2020)
A GIS-based green supply chain model for assessing the effects of carbon price uncertainty on plastic recycling.
International Journal of Production Research
Academic article
-
Huang, Lizhen;
Jakobsen, Pål Drevland;
Bohne, Rolf André;
Liu, Yongping;
Bruland, Amund;
Manquehual, Cristobal Javier.
(2020)
The environmental impact of rock support for road tunnels: The experience of Norway.
Science of the Total Environment
Academic article
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2020)
IFC Schemas in ISO/TC 211 Compliant UML for Improved Interoperability between BIM and GIS.
ISPRS International Journal of Geo-Information
Academic article
-
Wan, Paul Kengfai;
Satybaldy, Abylay;
Huang, Lizhen;
Holtskog, Halvor;
Nowostawski, Mariusz.
(2020)
Reducing alert fatigue by sharing low-level alerts with patients and enhancing collaborative decision-making using blockchain technology: Scoping review and proposed framework (MedAlert).
Journal of Medical Internet Research (JMIR)
Academic article
-
Guo, Dongming;
Huang, Lizhen.
(2019)
The state of the art of material flow analysis research based on construction and demolition waste recycling and disposal.
Buildings
Academic literature review
-
Gui, kang;
Ge, Junfeng;
Ye, Lin;
Huang, Lizhen.
(2019)
The piezoelectric road status sensor using the frequency scanning method and machine-learning algorithms.
Sensors and Actuators A-Physical
Academic article
-
Jetlund, Knut;
Huang, Lizhen;
Onstein, Erling.
(2019)
Adapted Rules for UML Modelling of Geospatial Information for Model-Driven Implementation as OWL Ontologies.
ISPRS International Journal of Geo-Information
Academic article
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2019)
Information exchange between GIS and geospatial ITS databases based on a generic model.
ISPRS International Journal of Geo-Information
Academic article
-
Gui, Kang;
Ye, Lin;
Ge, Junfeng;
Alaya Cheikh, Faouzi;
Huang, Lizhen.
(2019)
Road surface condition detection utilizing resonance frequency and optical technologies.
Sensors and Actuators A-Physical
Academic article
-
Chen, Ziyue;
Huang, Lizhen.
(2019)
Application review of LCA (Life Cycle Assessment) in circular economy: From the perspective of PSS (Product Service System).
Procedia CIRP
Academic article
-
Huang, Lizhen;
Krigsvoll, Guri;
Johansen, Fred;
Liu, Yongping;
Zhang, Xiaoling.
(2018)
Carbon emission of global construction sector.
Renewable and Sustainable Energy Reviews
Academic article
-
Huang, Lizhen;
Liu, Yongping;
Krigsvoll, Guri;
Johansen, Fred.
(2018)
Life cycle assessment and life cycle cost of university dormitories in the southeast China: Case study of the university town of Fuzhou.
Journal of Cleaner Production
Academic article
-
Støre-Valen, Marit;
Huang, Lizhen.
(2018)
Kompakte byer gir redusert energiforbruk.
Adresseavisen
Feature article
-
Huang, Wei;
Li, Fei;
Cui, Sheng-Hui;
Huang, Lizhen;
Lin, Jian-Yi.
(2017)
Carbon Footprint and Carbon Emission Reduction of Urban Buildings: A Case in Xiamen City, China.
Procedia Engineering
Academic article
-
Støre-Valen, Marit;
Huang, Lizhen.
(2017)
Kompakte byområder fører til redusert energiforbruk til transport.
Byggeindustrien
Article in business/trade/industry journal
-
Liu, Yongping;
Huang, Lizhen;
Kaloudis, Aris;
Støre-Valen, Marit.
(2017)
Does urbanization lead to less energy use on road transport?
Evidence from municipalities in Norway.
Transportation Research Part D: Transport and Environment
Academic article
-
Bohne, Rolf André;
Huang, Lizhen;
Lohne, Jardar.
(2016)
A global overview of residential building energy consumption in eight climate zones.
International Journal of Sustainable Building Technology and Urban Development
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Lohne, Jardar.
(2015)
Shelter and residential building energy consumption within
the 450 ppm CO2eq constraints in different climate zones.
Energy
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Bruland, Amund;
Jakobsen, Pål Drevland;
Lohne, Jardar.
(2015)
Life cycle assessment of Norwegian road tunnel.
The International Journal of Life Cycle Assessment
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Bruland, Amund;
Jakobsen, Pål Drevland;
Lohne, Jardar.
(2015)
Environmental impact of drill and blast tunnelling: life cycle assessment.
Journal of Cleaner Production
Academic article
-
Huang, Lizhen;
Bohne, Rolf André;
Liu, Yongping.
(2014)
Residential energy consumption and CO<sub>2</sub> emission in Chongqing, China.
Energy Education Science and Technology Part A: Energy Science and Research
Academic article
-
Bohne, Rolf André;
Huang, Lizhen;
Wyckmans, Annemie.
(2013)
Comparison of Residential Energy Consumption in Different Geographical Areas and Relevance for Environmental Policy.
Journal of Civil Engineering and Architecture
Academic article
-
Huang, Lizhen;
Bohne, Rolf André.
(2012)
Embodied air emissions in Norway's construction sector: input-output analysis.
Building Research & Information
Academic article
Part of book/report
-
Wan, Paul Kengfai;
Holtskog, Halvor;
Huang, Lizhen;
Nowostawski, Mariusz.
(2024)
Blockchain as a Driver of Vertical and Horizontal Information Sharing for Sustainable Innovations.
CRC Press
Academic chapter/article/Conference paper
-
Wuyts, Wendy;
Tomczak, Artur Bernard;
Nore, Kristine;
Huang, Lizhen;
Haavi, Thomas.
(2023)
REUSE OF WOOD - learning about the benefits and challenges of high- and low-tech diagnostic methods through action research in Norway.
Curran Associates, Inc.
Academic chapter/article/Conference paper
-
Wuyts, Wendy;
Huang, Lizhen.
(2023)
A gender perspective on drones and digital twins in a transdisciplinary European smart agriculture and forestry project.
Academic Press
Academic chapter/article/Conference paper
-
Wan, Paul Kengfai;
Huang, Lizhen.
(2022)
Energy Tracing and Blockchain Technology: A Primary Review.
Springer
Academic chapter/article/Conference paper
-
Huang, Lizhen;
Krigsvoll, Guri.
(2016)
Assessment Framework for Industrial Heritage Regeneration of Mustad, Norway.
Grada Publishing
Academic chapter/article/Conference paper
-
Liu, Xiufeng;
lai, zhichen;
wang, xin;
Huang, Lizhen;
Nielsen, Per Sieverts.
(2009)
A Contextual Anomaly Detection Framework for Energy Smart Meter Data.
Springer
Academic chapter/article/Conference paper
Report
-
Huang, Lizhen;
Alistair Hutton, Street;
Ole Christian Stene, Ingul.
(2022)
Modelling Circular Timber Products in Norway: The environmental impact of circular economics applied to Norwegian timber products. .
NTNU
Thesis at a second degree level
-
Huang, Lizhen;
Julie Christine, Rekdal;
Johan Bernhard Nestås, Billing.
(2022)
Scan to BIM for eksisterende bygg .
NTNU
Thesis at a second degree level
-
Huang, Lizhen;
Litleskare, Sondre.
(2022)
ombrukskartlegging av tre; status, muligheter og utfordringer.
NTNU
Masters thesis
-
Jetlund, Knut;
Onstein, Erling;
Huang, Lizhen.
(2021)
Harmonizing and linking conceptual models of geospatial information: Technologies for information modelling in GIS, ITS and BIM.
NTNU
Doctoral dissertation
Teaching
Courses
- TVB4505 - Digitale byggeprosesser, fordypningsemne
- TVB4500 - Digitale byggeprosesser, fordypningsprosjekt
- VB8000 - Bærekraftig byggeri med digital prosess
- TVB4110 - Digital bygningsinformasjon
- TVB4100 - Informasjonsstrukturering for bygg-, anleggs- og eiendomsbransjen
Supervision
Finished Ph.d supervision
- Information modelling for GIS-ITS-BIM integration
- Digital twin for local circular economy
- Blockchain powered value chain chain
- Reinforcement learning for smart building
Ph.d supervising
- Enterprise BIM
- Process twin for Construction Machine
- BIM-IoT for smart building
- Digital circular wood
- BIM-LCA: information and modelling
- Scan to BIM: twining existing buildings
- Digital twin for the circular city
- Optimizing reverse logistics for timber buildings
Outreach
2024
-
Academic lectureTriantafyllidis, Georgios; Huang, Lizhen. (2024) BIM to GIS: Multi-Criteria Queries for Material Tracking in Circular Built Environments. Hellenic Society for Circular Economy (HSCE) Circular Economy: The pathway towards a Sustainable Development , Chania 2024-09-11 - 2024-09-13
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PosterGedde, Kristina Bringedal ; Triantafyllidis, Georgios; Ross, Lone; Huang, Lizhen; Müller, Daniel. (2024) How to select representative building typologies for updating material intensities? In the context of studying the building stock for urban mining, recycling, and refurbishment. Gordon Research Conference Industrial Ecology , Les Diablerets 2024-05-26 - 2024-05-31
2023
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Academic lectureTriantafyllidis, Georgios; Huang, Lizhen. (2023) A Novel Data Acquisition Method for Existing Building Information Modelling. International Society for Industrial Ecology International Conference on Industrial Ecology , Leiden 2023-07-02 - 2023-07-05
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Academic lectureRoss, Lone; Huang, Lizhen; Trømborg, Erik; Modaresi, Roja; Sjølie, Hanne Kathrine; Gedde, Kristina Bringedal . (2023) Circular use of timber in Norway: Policy, possibilities, and projects. IUFRO IUFRO Division 5 ‘The forest treasure chest – delivering opportunities for Everyone' , Cairns 2023-06-01 - 2023-06-04
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PosterKyaw, Khin Su Su; Huang, Lizhen. (2023) Insight Study in BIM-LCA Data Processing - BIM Data . International Society for Industrial Ecology International Conference on Industrial Ecology , Leiden, Netherlands 2023-07-02 - 2023-07-05
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LectureHuang, Lizhen. (2023) A Novel Data Acquisition Method for Existing Building Information Modelling. International Society for Industrial Ecology International Conference on Industrial Ecology , Leiden 2023-07-02 - 2023-07-05
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PosterTriantafyllidis, Georgios; Huang, Lizhen. (2023) A framework for semi-automated creation of Building Information Models for existing buildings. CISBAT 2023 - The Built Environment in Transition , Lausanne 2023-09-13 - 2023-09-15
2022
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Academic lectureRoss, Lone; Huang, Lizhen; Trømborg, Erik; Modaresi, Roja; Sjølie, Hanne Kathrine; Hill, Callum Aidan Stephen. (2022) A new project - Circular use of wood in Norway for improved sustainability and innovation (CircWOOD). The International Research Group on Wood Protection , Bled 2022-05-29 - 2022-06-02
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Academic lectureWuyts, Wendy; Liu, Yongping; Huang, Xiongwei; Huang, Lizhen. (2022) Evaluating existing digital platforms enabling reuse of reclaimed building materials and components for circularity. NTNU ECPPM conference 2022 , Trondheim 2022-09-14 - 2022-09-16
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Popular scientific lectureHuang, Lizhen. (2022) Digital twin for sustainable built environment. Ekomkonferansen 2022 2022-09-14 - 2022-09-14
2021
-
Academic lectureBiemann, Marco; Liu, Xiufeng; Zeng, Yifeng; Huang, Lizhen. (2021) Addressing partial observability in reinforcement learning for energy management. BuildSys 2021 - Proceedings of the 2021 ACM International Conference on Systems for Energy-Efficient Built Environments 2021-11-17 - 2021-11-18
2019
-
Academic lectureHuang, Lizhen. (2019) Sustainable Innovation 4.0: life cycle perspective. Scientific Federation International congress and Exhibition on Industrial and Manufacturing Engineering 2019-08-15 - 2019-08-16
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PosterChen, Ziyue; Huang, Lizhen; Guo, Dongming; Liu, Yongping. (2019) Application of GIS (Geo-information System) in Circular Economy. School of Environment, Tsinghua University 2019 The 10th International Conference on Industrial Ecology , Beijing, 100084 2019-07-07 - 2019-07-11
2018
-
Popular scientific lectureHuang, Lizhen; Martinsen, Kristian. (2018) Data driven plastic recycling. Plasto PAPB stakeholder seminar 2018-12-05 - 2018-12-05
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Academic lectureHuang, Lizhen; Martinsen, Kristian; Holtskog, Halvor; Ringen, Geir. (2018) Data driven recycling: products as plastic bank. Univerisity i Agder Coping with the future , Kristansand 2018-10-08 - 2018-10-10
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Academic lectureGui, kang; Huang, Lizhen; Ge, Junfeng; ye, lin; Chen, xi; Cheng, Xin. (2018) A Road Condition Sensor Monitoring Ice and Water for Intelligent Transportation Systems. IEEE The 21st IEEE International Conference on Intelligent Transportation Systems , Maui, Hawaii 2018-11-04 - 2018-11-07
2017
-
Academic lectureGodager, Bjørn Arild; Huang, Lizhen; Krigsvoll, Guri. (2017) Assessment of Different Data Collection Methods for the Establishment of BIM Models for Existing Buildings. CIB World Sustainable Built Environment Conference 2017 Hong Kong (WSBE17 Hong Kong) , Hong Kong 2017-06-03 - 2017-06-05
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Academic lectureHuang, Lizhen; Krigsvoll, Guri; Godager, Bjørn Arild. (2017) BIM based deep building renovation optimisation for sustainability. CIB World Sustainable Built Environment Conference 2017 Hong Kong (WSBE17 Hong Kong) 2017-06-03 - 2017-06-05
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Academic lectureHuang, Lizhen; Krigsvoll, Guri; Egenes, Jan Steinar; Habtemichael, Samsom Asmerom. (2017) Environmental impacts of structural materials for multi-floor buildings: life cycle perspective. Nordic wood forum 2017-09-27 - 2017-09-29
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Academic lectureHuang, Lizhen; Yang, Bian; Wåhlin, Johan; ye, lin; gang, gui; Junfeng, Ge. (2017) Road ice intelligence with multi-function sensors for better winter mobility. NTNU SUSTAINABILITY SCIENCE CONFERENCE 2017-10-17 - 2017-10-19
2016
-
Academic lectureHuang, Lizhen; Krigsvoll, Guri. (2016) Assessment Framework for Industrial Heritage Regeneration of Mustad, Norway. CESB16-Central Europe towards sustainable building 2016 , Prague, Czech Republic 2016-06-22 - 2016-06-24
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Academic lectureHuang, Lizhen; Liu, Yongping; Krigsvoll, Guri; Johansen, Fred. (2016) Life cycle assessment of high rising residential building in Southeast China. The International Association for Life-Cycle Civil Engineeri The Fifth International Symposium on Life -Cycle Civil Engineering, IALCCE2016 , Delft 2016-10-16 - 2016-10-19
2015
-
Academic lectureHuang, Lizhen. (2015) Sustainable built environment with life cycle perspective. Chinese Academy of Sciences sustainable urban developement , Xiamen 2015-12-28 - 2015-12-28
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LectureHuang, Lizhen; Liu, Yongping; Krigsvoll, Guri; Johansen, Fred. (2015) Life cycle assessment and life cycle cost of university dormitories in China. Elsevier Global Cleaner Production and Consumption Conference , Sitges 2015-11-01 - 2015-11-04
-
PosterHuang, Lizhen; Krigsvoll, Guri; Liu, Yongping; Johansen, Fred. (2015) Energy and CO2 emission of university dormitories in sub-tropical China: Life cycle perspective. Ecos2015 : 28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems , Pau 2015-06-29 - 2015-07-03
2014
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Academic lectureHuang, Lizhen; Bohne, Rolf André. (2014) PM2.5 emissions of urban dwellings in China: Case study from Fuzhou. GBCe, Green Building Council Espana World Sustainable Building , Barcelona 2014-10-28 - 2014-10-30
2013
-
PosterHuang, Lizhen; Bohne, Rolf André; Bruland, Amund; Jakobsen, Pål Drevland. (2013) Life cycle assessment of Norwegian Standard road tunnel. the Swedish Life Cycle Center The 6th internation conference on Life cycle management , Gothenburg 2013-08-25 - 2013-08-29
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Academic lectureBohne, Rolf André; Huang, Lizhen. (2013) The Sustainable City: a new framework of cross‐scale assessing. ISIE, University of Ulsan The 7th Biennial ISIE Conference , Ulsan 2013-06-25 - 2013-06-28
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Academic lectureHuang, Lizhen; Bohne, Rolf André; Bruland, Amund; Jakobsen, Pål Drevland. (2013) Dynamic Life Cycle Assessment of Norwegian Road Network towards 2050. The 7th Biennial ISIE Conference 2013-06-25 - 2013-06-28
2012
-
Academic lectureBohne, Rolf André; Huang, Lizhen; Wyckmans, Annemie. (2012) Cultural and historic values in sustainability assessment. Comparison of residential energy consumption in different geographical areas, and relevance for environmental policy. CIB SASBE2012 4th CIB International Conference on Smart and Sustainable Built Environments , Sao Paulo 2012-06-27 - 2012-06-30
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PosterHuang, Lizhen; Bohne, Rolf André. (2012) Embodied energy of construction sector in Norway: The input-output analysis. Institute of Life Cycle Assessment, Japan (ILCAJ) Ecobalance 2012 "Challenges and Solutions for Sustainable Society" , Yokohama 2012-11-20 - 2012-11-23
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Academic lectureBohne, Rolf André; Huang, Lizhen. (2012) Life cycle assessment of dwelling sector in Norway. Institute of Life Cycle Assessment, Japan (ILCAJ) EcoBalance 2012 "Challenges and Solutions for Sustainable Society" , Yokohama 2012-11-20 - 2012-11-23
2011
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Academic lectureHuang, Lizhen; Bohne, Rolf André; Hovde, Per Jostein. (2011) The embodied air emission of construction sector in Norway: The input-output analysis. World Sustainable Building Conference 2011, SB11 Helsinki 2011-10-18 - 2011-10-21
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Academic lectureHuang, Lizhen; Bohne, Rolf André; Hovde, Per Jostein. (2011) Effect of urbanization on Chinese residential building energy consumption: Comparative study in Yangtze River Basin. University of Porto 12th International Conference on Durability of Building Materials and Components (12DBMC) , Porto 2011-04-12 - 2011-04-15