Search Results - "Penaka, Santhan"

Automated machine learning-based framework of heating and cooling load prediction for quick residential building design by Lu, Chujie, Li, Sihui, Reddy Penaka, Santhan, Olofsson, Thomas

“…Reducing the heating and cooling load through energy-efficient building design can help decarbonize the building sector. Heating and cooling load prediction…”
Get full text

Characterizing Positive Energy District (PED) through a Preliminary Review of 60 Existing Projects in Europe by Zhang, Xingxing, Penaka, Santhan, Giriraj, Samhita, Sánchez, Maria, Civiero, Paolo, Vandevyvere, Han

“…Positive Energy District (PED) is recently proposed to be an integral part of a district/urban energy system with a corresponding positive influence. Thus, the…”
Get full text

Energy-efficient retrofitting with incomplete building information: a data-driven approach by Feng, Kailun, Lu, Weizhuo, Reddy Penaka, Santhan, Eklund, Erik, Andersson, Staffan, Olofsson, Thomas

“…The high-performance insulations and energy-efficient HVAC have been widely employed as energy-efficient retrofitting for building renovation. Building…”
Get full text

Digital Mapping of Techno-Economic Performance of a Water-Based Solar Photovoltaic/Thermal (PVT) System for Buildings over Large Geographical Cities by Reddy Penaka, Santhan, Kumar Saini, Puneet, Zhang, Xingxing, Amo, Alejandro del

“…Solar photovoltaic thermal (PVT) is an emerging technology capable of producing electrical and thermal energy using a single collector. However, to achieve…”
Get full text

Improved energy retrofit decision making through enhanced bottom-up building stock modelling by Penaka, Santhan Reddy, Feng, Kailun, Olofsson, Thomas, Rebbling, Anders, Lu, Weizhuo

“…[Display omitted] •Enhanced bottom-up building stock modelling using a data fusion framework.•Highlighted building stock heterogeneity’s role in energy…”
Get full text

Data-driven quantitative analysis of an integrated open digital ecosystems platform for user-centric energy retrofits: A case study in northern Sweden by Liu, Bokai, Penaka, Santhan Reddy, Lu, Weizhuo, Feng, Kailun, Rebbling, Anders, Olofsson, Thomas

“…This paper presents an open digital ecosystem based on a web-framework with a functional back-end server for user-centric energy retrofits. This data-driven…”
Get full text

Data-driven quantitative analysis of an integrated open digital ecosystems platform for user-centric energy retrofits: A case study in Northern Sweden by Liu, Bokai, Penaka, Santhan Reddy, Lu, Weizhuo, Feng, Kailun, Rebbling, Anders, Olofsson, Thomas

“…We present an open digital ecosystem based on web-framework with a functional back-end server in user-centric energy retrofits. This data-driven web framework…”
Get full text