Elena Mocanu
- Electrical and Electronic Engineering top 5%
- Building and Construction top 1%
- Control and Systems Engineering top 5%
- Artificial Intelligence top 5%
- Renewable Energy, Sustainability and the Environment top 10%
- Co-authors
- Madeleine GibescuPhuong H. NguyenW.L. KlingDecebal Constantin MocanuAntonio LiottaJ.G. SlootwegMichael E. WebberNikolaos G. Paterakis
- Topics
- Smart Grid Energy Management (15 papers)Building Energy and Comfort Optimization (11 papers)Energy Load and Power Forecasting (11 papers)
- Cited by
- Building and ConstructionElectrical and Electronic EngineeringControl and Systems Engineering
- Journals
- Energy and BuildingsIEEE Transactions on Smart GridIEEE Transactions on Industrial Informatics
- Partner nations
- NetherlandsUnited StatesDenmark
In The Last Decade
Elena Mocanu
28 papers receiving 1.4k citations
Hit Papers
Peers
Comparison fields: 5 of 91
- Electrical and Electronic Engineering 1.1k
- Building and Construction 522
- Control and Systems Engineering 327
- Artificial Intelligence 243
- Renewable Energy, Sustainability and the Environment 172
Countries citing papers authored by Elena Mocanu
This map shows the geographic impact of Elena Mocanu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Elena Mocanu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Elena Mocanu more than expected).
Fields of papers citing papers by Elena Mocanu
This network shows the impact of papers produced by Elena Mocanu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Elena Mocanu. The network helps show where Elena Mocanu may publish in the future.
Co-authorship network of co-authors of Elena Mocanu
This figure shows the co-authorship network connecting the top 25 collaborators of Elena Mocanu. A scholar is included among the top collaborators of Elena Mocanu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Elena Mocanu. Elena Mocanu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 3 | |
| 2 | 1 | |
| 3 | 11 | |
| 4 | 4 | |
| 5 | 0 | |
| 6 | 3 | |
| 7 | On-Line Building Energy Optimization Using Deep Reinforcement Learningbreakdown → | 449 |
| 8 | Statistical Learning versus Deep Learning: Performance Comparison for Building Energy Prediction Methods | 9 |
| 9 | 3 | |
| 10 | Deep learning methods for on-line flexibility prediction and optimal resource allocation in smart buildings | 1 |
| 11 | Evolutionary training of sparse artificial neural networks : a network science perspective | 5 |
| 12 | 73 | |
| 13 | A topological insight into restricted Boltzmann machines (extented abstract) | 1 |
| 14 | 23 | |
| 15 | Deep Learning to estimate building energy demands in the smart grid context | 1 |
| 16 | 10 | |
| 17 | Optimized parameter selection for assessing building energy efficiency | 3 |
| 18 | 4 | |
| 19 | 8 | |
| 20 | 40 |
About Elena Mocanu
Elena Mocanu is a scholar working on Building and Construction, Electrical and Electronic Engineering and Artificial Intelligence, having authored 29 papers that have together received 1.4k indexed citations. Recurring topics across this work include Smart Grid Energy Management (15 papers), Building Energy and Comfort Optimization (11 papers) and Energy Load and Power Forecasting (11 papers). The work is most often cited by research in Building and Construction (522 citations), Electrical and Electronic Engineering (1.1k citations) and Control and Systems Engineering (327 citations). Elena Mocanu has collaborated with scholars based in Netherlands, United States and Denmark. Frequent co-authors include Madeleine Gibescu, Phuong H. Nguyen, W.L. Kling, Decebal Constantin Mocanu, Antonio Liotta, J.G. Slootweg, Michael E. Webber, Nikolaos G. Paterakis, René Kamphuis and Giorgio Sulligoi. Their work appears in journals such as Energy and Buildings, IEEE Transactions on Smart Grid and IEEE Transactions on Industrial Informatics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.