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Staff photo Santhan Reddy Penaka

Santhan Reddy Penaka

0000-0002-7790-4855

Contact

santhan.penaka@umu.se

+46 90 786 76 55, +46 72 203 56 10

Works as

Doctoral student at Department of Applied Physics and Electronics

Visiting address, view map

Improved energy retrofit decision making through enhanced bottom-up building stock modelling

Energy and Buildings, Elsevier 2024, Vol. 318

Penaka, Santhan Reddy; Feng, Kailun; Olofsson, Thomas; et al.

Data-driven quantitative analysis of an integrated open digital ecosystems platform for user-centric energy retrofits: A case study in northern Sweden

Technology in society, Elsevier 2023, Vol. 75

Liu, Bokai; Penaka, Santhan Reddy; Lu, Weizhuo; et al.

Automated machine learning-based framework of heating and cooling load prediction for quick residential building design

Energy, Elsevier 2023, Vol. 274

Lu, Chujie; Li, Sihui; Penaka, Santhan Reddy; et al.

A data-driven framework for building energy benchmarking and renovation decision-making support in Sweden

SBE23-Thessaloniki: Sustainable built environments: Paving the way for achieving the targets of 2030 and beyond

Penaka, Santhan Reddy; Feng, Kailun; Rebbling, Anders; et al.

Data-driven modelling of building retrofitting with incomplete physics: a generative design and machine learning approach

Journal of Physics, Conference Series, Institute of Physics (IOP) 2023, Vol. 2654

Yu, Haitao; Feng, Kailun; Penaka, Santhan Reddy; et al.

Energy-efficient retrofitting with incomplete building information: a data-driven approach

E3S web of conferences

Feng, Kailun; Lu, Weizhuo; Penaka, Santhan Reddy; et al.

View publications in DiVA

Research groups

Group member

Intelligent Human-Buildings Interaction Lab

Research projects

1 January 2023 until 31 December 2025

Intelligent Human-Buildings Interactions Lab: Identify, Quantify and Guide Energy-saving Behavior at University Campus

1 August 2022 until 31 December 2024

An experimental lab study of interaction between building energy-efficient measures and occupants’ behaviors

1 January 2021 until 31 December 2024

Architecture for Unified Regional and Open digital ecosystems for Smart Communities and wider Rural Areas Large scale application

Published: 13 Apr, 2022

New digital platform to promote energy-efficient renovations