Nicola Dilillo

Dottorando in Ingegneria Informatica E Dei Sistemi , 38^o ciclo (2022-2025)
Dipartimento di Automatica e Informatica (DAUIN)

Docente esterno e/o collaboratore didattico
Dipartimento di Automatica e Informatica (DAUIN)

nicola.dilillo@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Smart Agriculture research using AI for soil moisture prediction and multispectral imaging for crop analysis to optimise resource use, increase yields and reduce environmental impact

Tutori

Presentazione della ricerca

Poster

Interessi di ricerca

Data science, Computer vision and AI

Life sciences

Biografia

I am Nicola Dilillo, a researcher in Smart Agriculture integrating advanced technologies to address key challenges in the agri-food sector. I completed my Bachelor's and Master's degrees at Politecnico di Torino in Computer Engineering, specializing in Embedded Systems. I am pursuing a PhD in Computer and Control Engineering to improve farming practices' productivity, sustainability, and efficiency.

My research uses AI, sensors, and computer vision to optimize resource use and support agricultural decision-making. I use machine learning models like RNN, GRU, and LSTM to predict soil moisture, enabling smarter irrigation management and reducing water waste.

I also work on multispectral analysis to enhance plant health assessments by selecting key wavelengths, improving accuracy while reducing complexity. Additionally, I use deep learning with RGB and NIR imaging for weed detection, promoting precision farming and reducing chemical use.

I have investigated wireless communication in cold chain logistics, comparing RFID and Bluetooth for sensor data, showing Bluetooth's advantages in reliability and configurability.

I aim to develop smart systems that help farmers manage resources efficiently and sustainably.

Didattica

Insegnamenti

Corso di laurea di 1° livello

Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Informatica. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso

MostraNascondi A.A. passati

Ricerca

Gruppi di ricerca

CAD - Electronic CAD & Reliability Group (DAUIN)

Pubblicazioni

Coautori PoliTO

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Dilillo, Nicola; Marceddu, Antonio Costantino; Barezzi, Mattia; Garlando, Umberto; ... (In stampa)
Recurrent Neural Networks for Soil Moisture Prediction Leveraging Soil Matric Potential Data. In: AgriFood Electronics (CAFE), IEEE Conference on Agrifood Electronics, Xanthi (GR), 26-28 September 2024
Contributo in Atti di Convegno (Proceeding)
Dilillo, Nicola; Giusto, Edoardo; Dri, Emanuele; Baheri, Betis; Guan, Qiang; ... (2023)
Understanding the Effect of Transpilation in the Reliability of Quantum Circuits. In: IEEE International Conference on Quantum Computing and Engineering (QCE), Bellevue, WA (USA), 17-22 September 2023, pp. 232-235. ISBN: 979-8-3503-4323-6
Contributo in Atti di Convegno (Proceeding)
Dilillo, Nicola; Ferrero, Renato; Gandino, Filippo; Rebaudengo, Maurizio (2023)
Investigation on wireless communication for sensors in IoT cold chain. In: AgriFood Electronics (CAFE), IEEE Conference on Agrifood Electronics, Torino, Italy, 25-27 September 2023, pp. 89-93. ISBN: 979-8-3503-2711-3
Contributo in Atti di Convegno (Proceeding)
Marceddu, ANTONIO COSTANTINO; Dilillo, Nicola; Russo, Marco; Ferrero, Renato; ... (2023)
A Quantum Adaptation to Roll Truly Random Dice in Role Playing Games. In: 2023 IEEE Conference on Games (CoG), Boston (USA), 21-24 Agosto 2023, pp. 1-4. ISBN: 979-8-3503-2277-4
Contributo in Atti di Convegno (Proceeding)