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Manuel Herrera

Newcastle University - School of Engineering

United Kingdom

University of Cambridge

Trinity Ln

Cambridge, CB2 1TN

United Kingdom

SCHOLARLY PAPERS

7

DOWNLOADS

495

TOTAL CITATIONS

0

Scholarly Papers (7)

Quality-Aware Data Pipelines for Digital Twins

Number of pages: 21 Posted: 31 Oct 2023
University of Cambridge, University College London, Newcastle University - School of Engineering, affiliation not provided to SSRN and University of Cambridge
Downloads 100 (699,970)

Abstract:

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data quality, Digital twin, Internet of things, Big Data, data management

Quality-Aware Data Pipelines for Digital Twins

Number of pages: 21 Posted: 21 Oct 2024
University of Cambridge, University College London, Newcastle University - School of Engineering, affiliation not provided to SSRN and University of Cambridge
Downloads 78 (848,302)

Abstract:

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Data quality, digital twin, Internet of Things, Big Data, Data Management, Industrial Information

2.

Trustworthy Urban Digital Twin: A RAG-based Architecture for Integrating Verifiable Knowledge

Number of pages: 5 Posted: 04 Aug 2025
Newcastle University - School of Engineering, Newcastle University - School of Engineering, Zhejiang University, Newcastle University and
Downloads 74 (883,195)

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Urban Digital Twin, Large Language Model, Retrieval Augmented Generation, Trustworthiness

3.

Multilayer Network Approach for Protection and Management of a National Digital Infrastructure

Number of pages: 32 Posted: 27 Jul 2022
Newcastle University - School of Engineering, University of Cambridge, affiliation not provided to SSRN and University of Cambridge
Downloads 71 (875,328)

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Network analytics, Network management, Network science

4.

Deconstructing predictability: A granular approach to input selection for water demand forecasting

Number of pages: 30 Posted: 08 Nov 2025
affiliation not provided to SSRN, Newcastle University - School of Engineering, Universidade Estadual de Campinas (UNICAMP) and Eurac Research
Downloads 67 (916,100)

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Granular Computing, Input selection, time series forecasting, Urban water demand, water distribution systems

5.

Integrating predictive analytics and reinforcement learning for sustainable hydropower generation

Number of pages: 47 Posted: 29 Oct 2025
affiliation not provided to SSRN, Newcastle University - School of Engineering, University of Cambridge and affiliation not provided to SSRN
Downloads 49 (1,097,529)

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Hydropower operation, Water-energy nexus, Reinforcement Learning, Predictive control, Electricity price forecasting

6.

Predictive Alarm Models for Improving Radio Access Network Robustness

Number of pages: 30 Posted: 10 Apr 2024
affiliation not provided to SSRN, Newcastle University - School of Engineering, University of Cambridge, University of Cambridge, affiliation not provided to SSRN, University of Cambridge, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Cambridge
Downloads 42 (1,170,409)

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Alarm prognosis, Radio Access Networks, feature engineering, Machine learning, ensemble learning

7.

Sub-pipe hydraulic state reconstruction in water networks via physics-constrained graph augmentation

Number of pages: 45 Posted: 18 Jul 2026
Newcastle University - School of Engineering, University of Cambridge, Sharda University and Universidade Estadual de Campinas (UNICAMP)
Downloads 14

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