Carlo Manna

461 total citations · 1 hit paper
23 papers, 317 citations indexed

About

Carlo Manna is a scholar working on Electrical and Electronic Engineering, Control and Systems Engineering and Artificial Intelligence. According to data from OpenAlex, Carlo Manna has authored 23 papers receiving a total of 317 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Electrical and Electronic Engineering, 10 papers in Control and Systems Engineering and 6 papers in Artificial Intelligence. Recurrent topics in Carlo Manna's work include Smart Grid Energy Management (8 papers), Building Energy and Comfort Optimization (5 papers) and Fault Detection and Control Systems (3 papers). Carlo Manna is often cited by papers focused on Smart Grid Energy Management (8 papers), Building Energy and Comfort Optimization (5 papers) and Fault Detection and Control Systems (3 papers). Carlo Manna collaborates with scholars based in Italy, Belgium and Switzerland. Carlo Manna's co-authors include Fred Spiessens, Lieve Helsen, Javier Arroyo, Pasquale Arpaïa, Fabrizio Clemente, Anibal Sanjab, Domenico Maisto, Giovanni D’Addio, Kenneth N. Brown and Nic Wilson and has published in prestigious journals such as Journal of Cleaner Production, Applied Energy and Energy.

In The Last Decade

Carlo Manna

22 papers receiving 304 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Reinforced model predictive control (RL-MPC) for building energy management

2022 134 citations Javier Arroyo, Carlo Manna et al. Applied Energy profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Carlo Manna Italy	9	132	113	102	37	30	23	317
Tian Tan China	9	135 1.0×	121 1.1×	218 2.1×	77 2.1×	25 0.8×	19	395
Timothy Mulumba United Arab Emirates	6	49 0.4×	151 1.3×	127 1.2×	58 1.6×	12 0.4×	9	326
Petr Fiedler Czechia	10	145 1.1×	54 0.5×	88 0.9×	45 1.2×	13 0.4×	50	332
Shuqi Qin China	4	194 1.5×	126 1.1×	72 0.7×	31 0.8×	8 0.3×	8	314
Esteban Jove Spain	13	114 0.9×	55 0.5×	97 1.0×	133 3.6×	32 1.1×	47	355
Huimin Li China	9	220 1.7×	33 0.3×	112 1.1×	38 1.0×	36 1.2×	22	357
Fouad Moutaouakkil Morocco	9	144 1.1×	263 2.3×	68 0.7×	44 1.2×	10 0.3×	40	458
Yit Kwong Chin Malaysia	9	65 0.5×	137 1.2×	173 1.7×	38 1.0×	7 0.2×	20	288
Guillaume Sandou France	9	228 1.7×	96 0.8×	133 1.3×	24 0.6×	5 0.2×	51	361

Countries citing papers authored by Carlo Manna

Since Specialization

Citations

This map shows the geographic impact of Carlo Manna'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 Carlo Manna with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Carlo Manna more than expected).

Fields of papers citing papers by Carlo Manna

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Carlo Manna. 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 Carlo Manna. The network helps show where Carlo Manna may publish in the future.

Co-authorship network of co-authors of Carlo Manna

This figure shows the co-authorship network connecting the top 25 collaborators of Carlo Manna. A scholar is included among the top collaborators of Carlo Manna 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 Carlo Manna. Carlo Manna is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Catalano, Roberto, Carlo Manna, D. Mascali, et al.. (2025). Parametric study of voltage in plasma-discharge capillary systems: a benchmarking of experimental and simulation data. Journal of Instrumentation. 20(3). C03035–C03035. 2 indexed citations

Manna, Carlo, et al.. (2025). Generalization of Graph Neural Network Models for Distribution Grid Fault Detection. Ghent University Academic Bibliography (Ghent University). 1–7.

Manna, Carlo, et al.. (2024). Reinforcement learning for an enhanced energy flexibility controller incorporating predictive safety filter and adaptive policy updates. Applied Energy. 368. 123507–123507. 3 indexed citations

Manna, Carlo, et al.. (2024). Improving Energy Flexibility in Photovoltaic-Battery Systems through Switching Reinforcement Learning Control. Ghent University Academic Bibliography (Ghent University). 16. 57–62. 1 indexed citations

Manna, Carlo & Anibal Sanjab. (2023). A decentralized stochastic bidding strategy for aggregators of prosumers in electricity reserve markets. Journal of Cleaner Production. 389. 135962–135962. 16 indexed citations

Manna, Carlo, et al.. (2023). A data-driven optimization framework for industrial demand-side flexibility. Energy. 278. 127737–127737. 2 indexed citations

Arroyo, Javier, Carlo Manna, Fred Spiessens, & Lieve Helsen. (2022). Reinforced model predictive control (RL-MPC) for building energy management. Applied Energy. 309. 118346–118346. 134 indexed citations breakdown →

Arroyo, Javier, Carlo Manna, Fred Spiessens, & Lieve Helsen. (2021). An Open-AI gym environment for the Building Optimization Testing (BOPTEST) framework. Building Simulation Conference proceedings. 21 indexed citations

Mbuwir, Brida V., Carlo Manna, Fred Spiessens, & Geert Deconinck. (2020). Benchmarking reinforcement learning algorithms for demand response applications. 289–293. 3 indexed citations

10.

Manna, Carlo, et al.. (2019). An Interaction-Aware Lane Change Behavior Planner for Automated Vehicles on Highways Based on Polygon Clipping. IEEE Robotics and Automation Letters. 4(2). 1876–1883. 14 indexed citations

11.

Manna, Carlo, et al.. (2014). Online Stochastic Planning for Taxi and Ridesharing. 906–913. 10 indexed citations

12.

Clemente, Fabrizio, Pasquale Arpaïa, & Carlo Manna. (2013). Characterization of human skin impedance after electrical treatment for transdermal drug delivery. Measurement. 46(9). 3494–3501. 33 indexed citations

13.

Manna, Carlo, Nic Wilson, & Kenneth N. Brown. (2013). Personalized Thermal Comfort Forecasting for Smart Buildings via Locally Weighted Regression with Adaptive Bandwidth. Arrow@dit (Dublin Institute of Technology). 32–40. 4 indexed citations

14.

Manna, Carlo, Damien Fay, Kenneth N. Brown, & Nic Wilson. (2013). Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains. Cork Open Research Archive (University College Cork). 151–158. 12 indexed citations

15.

Arpaïa, Pasquale, et al.. (2012). Ant-Search Strategy Based on Likelihood Trail Intensity Modification for Multiple-Fault Diagnosis in Sensor Networks. IEEE Sensors Journal. 13(1). 148–158. 6 indexed citations

16.

D’Addio, Giovanni, et al.. (2011). A telemedicine home care based activity monitor device. 579–582. 4 indexed citations

17.

Arpaïa, Pasquale, et al.. (2011). In-Time Prognosis Based on Swarm Intelligence for Home-Care Monitoring: A Case Study on Pulmonary Disease. IEEE Sensors Journal. 12(3). 692–698. 18 indexed citations

18.

Arpaïa, Pasquale, et al.. (2010). Cultural evolutionary design of adaptive wavelet filters based on lifting scheme for micro-instruments. Measurement. 43(7). 966–974. 2 indexed citations

19.

Arpaïa, Pasquale, et al.. (2010). Swarm intelligence-based assessment in home care pulmonary monitoring. 345–350. 1 indexed citations

20.

Arpaïa, Pasquale, et al.. (2010). Evolutionary design of lifting scheme wavelet-packet adaptive filters for elevator fault detection. 50. 1155–1158. 1 indexed citations

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.

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