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Sierla, Seppo
Aalto University
0
H指数
1
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26
发表时间
发表时间
IF
被引数
Physics-informed generative regression for industrial process modeling in steel strip rolling
物理信息生成回归在钢带轧制工业过程建模中的应用
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2025-07-01
0
PRE
AI
Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy
分享
收藏
Mass customization with reinforcement learning: Automatic reconfiguration of a production line
APPLIED SOFT COMPUTING
IF
6.6
2023-09-01
3
OA
AI
Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy
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收藏
Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes
IEEE ACCESS
IF
3.6
2023-01-01
4
OA
AI
Eklund, Miro; Sierla, Seppo A. A.; Niemisto, Hannu; Korvola, Timo; Savolainen, Jouni; Karhela, Tommi A. A.
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Reinforcement learning for industrial process control: A case study in flatness control in steel industry
COMPUTERS IN INDUSTRY
IF
9.1
2022-12-01
40
OA
AI
Deng, Jifei; Sierla, Seppo; Sun, Jie; Vyatkin, Valeriy
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收藏
Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach
ENERGIES
IF
3.2
2022-07-06
2
OA
AI
Aaltonen, Harri; Sierla, Seppo; Kyrki, Ville; Pourakbari-Kasmaei, Mahdi; Vyatkin, Valeriy
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Roadmap to semi-automatic generation of digital twins for brownfield process plants
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF
11.6
2022-05-01
29
OA
AI
Sierla, Seppo; Azangoo, Mohammad; Rainio, Kari; Papakonstantinou, Nikolaos; Fay, Alexander; Honkamaa, Petri; Vyatkin, Valeriy
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A taxonomy of machine learning applications for virtual power plants and home/building energy management systems
AUTOMATION IN CONSTRUCTION
IF
11.5
2022-04-01
31
OA
AI
Sierla, Seppo; Pourakbari-Kasmaei, Mahdi; Vyatkin, Valeriy
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A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant
为流程工业生成数字孪生的方法: 以纤维加工中试工厂为例
IEEE ACCESS
IF
3.6
2022-01-01
8
OA
AI
Azangoo, Mohammad; Sorsamaki, Lotta; Sierla, Seppoa; Matasniemi, Teemu; Rantala, Miia; Rainio, Kari; Vyatkin, Valeriy
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An overview of machine learning applications for smart buildings
SUSTAINABLE CITIES AND SOCIETY
IF
12
2022-01-01
113
OA
AI
Alanne, Kari; Sierla, Seppo
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Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals
IEEE ACCESS
IF
3.6
2022-01-01
8
OA
AI
Subramanya, Rakshith; Sierla, Seppo A.; Vyatkin, Valeriy
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Validating the Real-Time Performance of Distributed Energy Resources Participating on Primary Frequency Reserves
ENERGIES
IF
3.2
2021-10-21
2
OA
AI
Karhula, Niko; Sierla, Seppo; Vyatkin, Valeriy
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A Simulation Environment for Training a Reinforcement Learning Agent Trading a Battery Storage
用于训练强化学习代理交易电池存储的仿真环境
ENERGIES
IF
3.2
2021-09-06
6
OA
AI
Aaltonen, Harri; Sierla, Seppo; Subramanya, Rakshith; Vyatkin, Valeriy
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A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves
用于聚合北欧一次频率储备的光伏系统和其他分布式能源的虚拟发电厂解决方案
ENERGIES
IF
3.2
2021-02-24
14
OA
AI
Subramanya, Rakshith; Yli-Ojanpera, Matti; Sierla, Seppo; Holtta, Taneli; Valtakari, Jori; Vyatkin, Valeriy
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An Artificial Intelligence framework for bidding optimization with uncertainty in multiple frequency reserve markets
APPLIED ENERGY
IF
11
2020-12-01
32
OA
AI
Kempitiya, Thimal; Sierla, Seppo; De Silva, Daswin; Yli-Ojanperae, Matti; Alahakoon, Damminda; Vyatkin, Valeriy
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Toward Intelligent Industrial Informatics: A Review of Current Developments and Future Directions of Artificial Intelligence in Industrial Applications
走向智能工业信息学: 工业应用中人工智能的当前发展和未来方向的回顾
IEEE INDUSTRIAL ELECTRONICS MAGAZINE
IF
4.1
2020-06-01
45
PRE
AI
De Silva, Daswin; Sierla, Seppo; Alahakoon, Damminda; Osipov, Evgeny; Yu, Xinghuo; Vyatkin, Valeriy
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Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study
使敏捷制造概念适应参考体系结构模型行业4.0: 调查和案例研究
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF
11.6
2019-09-01
129
PRE
AI
Yli-Ojanpera, Matti; Sierla, Seppo; Papakonstantinou, Nikolaos; Vyatkin, Valeriy
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Applying graph matching techniques to enhance reuse of plant design information
COMPUTERS IN INDUSTRY
IF
9.1
2019-05-01
13
OA
AI
Rantala, Miia; Niemisto, Hannu; Karhela, Tommi; Sierla, Seppo; Vyatkin, Valeriy
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Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2019-02-01
18
OA
AI
Giovanelli, Christian; Kilkki, Olli; Sierla, Seppo; Seilonen, Ilkka; Vyatkin, Valeriy
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Internet of Energy Approach for Sustainable Use of Electric Vehicles as Energy Storage of Prosumer Buildings
能源互联网方法,用于可持续使用电动汽车作为消费者建筑的储能
ENERGIES
IF
3.2
2018-08-19
25
OA
AI
Nefedov, Evgeny; Sierla, Seppo; Vyatkin, Valeriy
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Automatic assembly planning based on digital product descriptions
COMPUTERS IN INDUSTRY
IF
9.1
2018-05-01
78
OA
AI
Sierla, Seppo; Kyrki, Ville; Aarnio, Pekka; Vyatkin, Valeriy
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研究方向
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合作学者
合作期刊
X
Xinghuo Yu
H 指数: 110 · 论文数: 1.2K
J
Jie Sun
H 指数: 43 · 论文数: 334
V
Valeriy Vyatkin
H 指数: 40 · 论文数: 556
D
Damminda Alahakoon
H 指数: 35 · 论文数: 293
V
Ville Kyrki
H 指数: 33 · 论文数: 316
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