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Heat Load Calculation with Duct Design of a Multi Storeyed Residential Building

Basavaraja K. T, T. Kiran, T. Sushanth | Thummala Saiteja Reddy
<span title="2019-04-30">2019</span> <i title="South Asia Management Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oarwpnpqjjfbbkyptszxdp4ch4" style="color: black;">International Journal of Trend in Scientific Research and Development</a> </i> &nbsp;
The heating, ventilation, and air conditioning (HVAC) system is arguably the most complex system installed in a building and is responsible for a substantial component of the total building energy use.  ...  A suitable air handling unit (AHU) is selected based on the CFM value for multi storey residential building. With this the capacity of equipment was estimated and selected for the installation.  ...  LITERATURE SURVEY In the paper "Modeling, analysis and state feedback control design of a multi zone HVAC system" the authors have designed a HVAC system for a four floors building and they compared usage  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd23301">doi:10.31142/ijtsrd23301</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bocfoyvjrjddbpivw7x3c2ropq">fatcat:bocfoyvjrjddbpivw7x3c2ropq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318212013/https://www.ijtsrd.com/papers/ijtsrd23301.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/b6/9bb6fee8083375ea6f4e96fd403f7a0d06d35b08.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd23301"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Deep Reinforcement Learning for Smart Building Energy Management: A Survey [article]

Liang Yu, Shuqi Qin, Meng Zhang, Chao Shen, Tao Jiang, Xiaohong Guan
<span title="2020-11-09">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Firstly, it is very challenging to develop a building thermal dynamics model that is both accurate and efficient enough for building control. Secondly, there are many kinds of uncertainties.  ...  Global buildings consumed 30% of total energy and generated 28% of total carbon emission in 2018, which leads to economic and environmental concerns.  ...  To be specific, model-free DRL methods and model-based DRL methods for HVAC control are introduced in section IV-A and section IV-B, respectively. A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.05074v2">arXiv:2008.05074v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wrzc5lvjg5ho7afxd7yaxsdwm4">fatcat:wrzc5lvjg5ho7afxd7yaxsdwm4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201111013512/https://arxiv.org/pdf/2008.05074v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b5/7c/b57c66303b604eff8c904788a5c28d93f9c072dd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.05074v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Optimal Control Strategies for Switchable Transparent Insulation Systems Applied to Smart Windows for US Residential Buildings

Mohammad Dabbagh, Moncef Krarti
<span title="2021-05-18">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2yvk5xhdnhpxjnk6yd33uudqq" style="color: black;">Energies</a> </i> &nbsp;
Moreover, optimally controlled STISs can reduce electrical peak demand by up to 49.8% compared to the simplified rule-set, indicating significant energy efficiency and demand response potentials of the  ...  This paper evaluates the potential energy use and peak demand savings associated with optimal controls of switchable transparent insulation systems (STIS) applied to smart windows for US residential buildings  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en14102917">doi:10.3390/en14102917</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4ubyjt6wizfapk2ywwqyjgeybm">fatcat:4ubyjt6wizfapk2ywwqyjgeybm</a> </span>
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Look-ahead control approach for thermostatic electric load in distribution system

Farshid Shariatzadeh, Anurag K. Srivastava
<span title="">2013</span> <i title="IEEE"> 2013 North American Power Symposium (NAPS) </i> &nbsp;
New analysis tools and control strategies are needed for distribution systems to augment these investments.  ...  Heating, ventilation and air conditioning (HVAC) systems, as thermostatic controllable loads, consume major portion of electric energy.  ...  ACKNOWLEDGMENT The authors would like to thank researchers at Pacific Northwest National Lab for their support and useful information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/naps.2013.6666878">doi:10.1109/naps.2013.6666878</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/suz76yjmebeudkru6cbrtibrua">fatcat:suz76yjmebeudkru6cbrtibrua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810190913/http://sgdril.eecs.wsu.edu/files/files/LookAheadControlApproachForThermostaticElectricLoadInDistributionSystem.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/eb/8a/eb8a9176011dbe2e71f39a16ac403d2978ad2150.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/naps.2013.6666878"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Optimal Coordination of Aggregated Hydro-Storage with Residential Demand Response in Highly Renewable Generation Power System: The Case Study of Finland

Arslan Bashir, Matti Lehtonen
<span title="2019-03-18">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2yvk5xhdnhpxjnk6yd33uudqq" style="color: black;">Energies</a> </i> &nbsp;
This paper probes the benefits of simultaneously coordinating aggregated hydro-reservoir storage with residential demand response (DR) for mitigating both load and generation curtailments in highly renewable  ...  The model considers proportions of base-load generation comprising nuclear, and combined heat and power (CHP) plants (both CHP-city and CHP-industry), as well as future penetration scenarios of solar and  ...  Unknown building parameters were identified by comparing the step response of the IDA (IDA is a simulation tool to study the indoor environment and energy consumption of a building) model and two-capacity  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en12061037">doi:10.3390/en12061037</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fffqt6b5v5dntipe476jhoul3a">fatcat:fffqt6b5v5dntipe476jhoul3a</a> </span>
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Optimal HVAC Control as Demand Response with On-site Energy Storage and Generation System

Young M. Lee, Raya Horesh, Leo Liberti
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lm2bbv3vfbgafhrpg542lqv47i" style="color: black;">Energy Procedia</a> </i> &nbsp;
In this paper, we describe a model predictive control (MPC) framework that optimally determines control profiles of the HVAC system as demand response.  ...  The optimal control objective minimizes the total energy costs of powering HVAC system and the corresponding GHG emission considering dynamic demand response signal, on-site energy storage system and energy  ...  The data was simulated for one year with 10 minutes interval, and used for analysis and modeling.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.egypro.2015.11.253">doi:10.1016/j.egypro.2015.11.253</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bjyridzzfvhipkqea5lralkw4a">fatcat:bjyridzzfvhipkqea5lralkw4a</a> </span>
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IoT Operating System Based Fuzzy Inference System for Home Energy Management System in Smart Buildings

Qurat-ul Ain, Sohail Iqbal, Safdar Khan, Asad Malik, Iftikhar Ahmad, Nadeem Javaid
<span title="2018-08-25">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Appliances of heating, ventilation and air conditioning constitute up to 64% of energy consumption in residential buildings.  ...  Energy consumption in the residential sector is 25% of all the sectors. The advent of smart appliances and intelligent sensors have increased the realization of home energy management systems.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18092802">doi:10.3390/s18092802</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30149631">pmid:30149631</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vybvglrfffcy5jelosul2v454q">fatcat:vybvglrfffcy5jelosul2v454q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226160012/http://pdfs.semanticscholar.org/73b4/8b769196b5bdeae232e64e3395c91fc48a99.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/b4/73b48b769196b5bdeae232e64e3395c91fc48a99.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18092802"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Large-scale grid integration of residential thermal energy storages as demand-side flexibility resource: A review of international field studies

Peter Kohlhepp, Hassan Harb, Henryk Wolisz, Simon Waczowicz, Dirk Müller, Veit Hagenmeyer
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fxamqk7h2nb7fg4kid5of3rz4e" style="color: black;">Renewable &amp; Sustainable Energy Reviews</a> </i> &nbsp;
Compared to smart appliances or electric vehicle charging, P2H exhibits large and predictable capacities of demand response (DR), because buildings in many countries account for 30-40% of the final energy  ...  Buildings in most industrialized countries account for 30-40% of the final energy demand, a very large part of which is thermal and stems from HVAC [7] .  ...  We further thank Alexander Murray from the Institute for Automation and Applied Informatics (IAI) for careful reading of the manuscript. Finally, we thank the reviewers for their helpful comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rser.2018.09.045">doi:10.1016/j.rser.2018.09.045</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oro3voejqrektdljwy3d27ffke">fatcat:oro3voejqrektdljwy3d27ffke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430084006/https://publikationen.bibliothek.kit.edu/1000088511/20398859" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/12/9b1297cb5fb0a6635bfebc577d33998ff00de25e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rser.2018.09.045"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

A Review of Reinforcement Learning for Autonomous Building Energy Management [article]

Karl Mason, Santiago Grijalva
<span title="2019-03-15">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Reinforcement learning is one of the most prominent machine learning algorithms used for control problems and has had many successful applications in the area of building energy management.  ...  The main direction for future research and challenges in reinforcement learning are also outlined.  ...  Model-Free vs Model-Based RL algorithms can be subcategorized into two groups, model-based and model-free algorithms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.05196v2">arXiv:1903.05196v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lihv4ftuovc3hhmofr7vpgn3mq">fatcat:lihv4ftuovc3hhmofr7vpgn3mq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200831001217/https://arxiv.org/pdf/1903.05196v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/cc/4ecc7e8ca97585ab8115e6ee458bf0d6a0026e7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.05196v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Simulation and optimization of energy efficient operation of HVAC system as demand response with distributed energy resources

Young M. Lee, Raya Horesh, Leo Liberti
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7n2gtrr2tzevzonkaymviwxhsa" style="color: black;">2015 Winter Simulation Conference (WSC)</a> </i> &nbsp;
In this paper, we describe a model predictive control (MPC) framework that optimally determines control profiles of the HVAC system as demand response.  ...  Optimal control of building's HVAC (Heating Ventilation and Air Conditioning) system as a demand response may not only reduce energy cost in buildings, but also reduce energy production in grid, stabilize  ...  CONCLUSION We developed a method for computing the optimal control of building's HVAC system as demand response tool by taking into consideration dynamic demand response signal, on-site energy storage  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wsc.2015.7408227">doi:10.1109/wsc.2015.7408227</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wsc/LeeHL15.html">dblp:conf/wsc/LeeHL15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hcgdzsb265ahra3xucahetzz4m">fatcat:hcgdzsb265ahra3xucahetzz4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181222231855/http://simulation.su:80/uploads/files/default/2015-lee-horesh-liberti.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3b/0b/3b0b90cb7634f4937cf98650c124df0a1e000118.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wsc.2015.7408227"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency

Mischa Schmidt, Christer Åhlund
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fxamqk7h2nb7fg4kid5of3rz4e" style="color: black;">Renewable &amp; Sustainable Energy Reviews</a> </i> &nbsp;
This survey reviews recent works and contextualizes these with the current state of the art of interrelated topics in data handling, building automation, distributed control, and semantics.  ...  Predictive building control promises to contribute to that by increasing the efficiency of building operations.  ...  In simulations, compared to two baseline rule-based controllers, model-based PCAO reaches energy savings of 45% and 25.6% respectively.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rser.2018.04.013">doi:10.1016/j.rser.2018.04.013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ighz33gmeze3nbrpjewpk3wmhi">fatcat:ighz33gmeze3nbrpjewpk3wmhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200928170621/https://arxiv.org/pdf/1807.06084v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/66/19/6619350307c561efcc192308714d16387d80002b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rser.2018.04.013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Real-Time Autonomous Residential Demand Response Management Based on Twin Delayed Deep Deterministic Policy Gradient Learning

Yujian Ye, Dawei Qiu, Huiyu Wang, Yi Tang, Goran Strbac
<span title="2021-01-20">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2yvk5xhdnhpxjnk6yd33uudqq" style="color: black;">Energies</a> </i> &nbsp;
In this respect, the performance of the conventional model-based demand response (DR) management approach may deteriorate due to the inaccuracy of the employed DER operating models and the probabilistic  ...  This approach is model-free, and thus does not rely on knowledge of the distribution of uncertainties or the operating models and parameters of the DERs.  ...  A model-free and data-driven deep-reinforcement-learning-based demand response management strategy whose performance does not rely on accurate mathematical modeling of the distributed energy resources'  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en14030531">doi:10.3390/en14030531</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qeis2kw5v5fghcm6bohhofrbsm">fatcat:qeis2kw5v5fghcm6bohhofrbsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429015821/https://res.mdpi.com/d_attachment/energies/energies-14-00531/article_deploy/energies-14-00531-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/b2/1db2b7a1dd3f3fd6d363ca2458cd773795acc954.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/en14030531"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

A Comprehensive Review on Residential Demand Side Management Strategies in Smart Grid Environment

Sana Iqbal, Mohammad Sarfraz, Mohammad Ayyub, Mohd Tariq, Ripon K. Chakrabortty, Michael J. Ryan, Basem Alamri
<span title="2021-06-25">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
The ever increasing demand for electricity and the rapid increase in the number of automatic electrical appliances have posed a critical energy management challenge for both utilities and consumers.  ...  Different optimization-based DSM approaches are also reviewed. We have also reviewed the practical aspects of DSM implementation for smart energy management.  ...  Author Contributions: All authors contributed equally in the preparation of the manuscript. All  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su13137170">doi:10.3390/su13137170</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ncqdp7pk7ndq5ffhqmcd3glbym">fatcat:ncqdp7pk7ndq5ffhqmcd3glbym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716192723/https://res.mdpi.com/d_attachment/sustainability/sustainability-13-07170/article_deploy/sustainability-13-07170-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fa/cc/faccfea5f6035021c065316e24f739fa356916ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su13137170"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Model-free HVAC control using occupant feedback

Sean Purdon, Branislav Kusy, Raja Jurdak, Geoffrey Challen
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2zaau7xitzdupllip6mf432p5m" style="color: black;">38th Annual IEEE Conference on Local Computer Networks - Workshops</a> </i> &nbsp;
Unlike existing approaches that require in-situ sensors or build complex comfort models of individual users, we propose a model-and sensor-free HVAC control algorithm that uses simple user input (hot/cold  ...  We propose to instead include users in the HVAC control loop through distributed smart-phone based votes about their thermal comfort for aggregated control of HVAC.  ...  We also value patience of the CSIRO ICT Centre's Pervasive Computing group during short periods of extreme temperatures in our HVAC trials and thank them for spending the time to submit thermal comfort  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcnw.2013.6758502">doi:10.1109/lcnw.2013.6758502</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/lcn/PurdonKJC13.html">dblp:conf/lcn/PurdonKJC13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dmld7itusfcd5blr3yyc54bd7a">fatcat:dmld7itusfcd5blr3yyc54bd7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161023033703/https://blue.cse.buffalo.edu/papers/2013/gosmart2013-hvac/gosmart2013-hvac.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/73/f17380b1ff6d91c71c76070f522169bc823870f6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcnw.2013.6758502"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Model in-cognizant control of residential HVAC units with limited sensing and actuation [article]

Rupamathi Jaddivada, Marija D. Ilic, Mario Garcia- Sanz, Mirjana Marden, Sonja Glavaski
<span title="2021-11-23">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we consider the problem of controlling residential heating, ventilation and air conditioning (HVAC) units in response to changes in grid-side electrical power imbalances causing unacceptable  ...  We derive a novel energy-based model that relates the HVAC physics-based dynamics to both real and reactive power balance at the point of interconnection with the grid.  ...  We can thereby utilize energy space model in place of the conventional state space model for the rest of analysis and control design.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.12039v1">arXiv:2111.12039v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cj4r2jww3rg7pfyrfzmun7uznq">fatcat:cj4r2jww3rg7pfyrfzmun7uznq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211127201920/https://arxiv.org/pdf/2111.12039v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/75/1875aa04628fb422ee123c9fb48891f26bef666c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.12039v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>
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