Abstract
Indoor environmental quality (IEQ) and energy conservation in schools are complex challenges. A significant part of the energy demand in these buildings addresses ventilation and temperature indoors. When confronted with money/energy constraints, the tendency of school boards is to cut on IEQ requirements, compromising the comfort of the occupants or worse, their health. Besides local energy production, either electrical or heating, major focus on building management systems’ (BMS) operation has been suggested, aiming at develo** evidence-based energy conservation measures. Based on two field studies, a joint approach of energy and IEQ auditing was developed, establishing a state of the art of the current situation of the secondary schools in Portugal. The present study aims at enhancing energy efficiency in schools unveiling that it is possible to improve the HVAC systems’ operation and optimize energy use and costs, while maintaining good environmental conditions. This paper also seeks to contribute to the implementation of energy efficiency plans (EEP) in school buildings, presenting a comprehensive methodological approach on energy consumption in this typology of buildings, centred on the fundamental role of BMS and their proper programming. The obtained results show that there is a considerable potential for reducing energy consumption and improving energy use—in one of the schools by simply adjusting the BMS operation schedule, a decrease between 20 and 36% of the useful thermal energy consumption is expected (14.1–24.7 kWh/m2); in other occasions, a significant IEQ improvement is expected due to longer HVAC running period.
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Notes
During the scholar year 2011/12 over 36,200 meals were prepared in MTS, while in MMV this number equals 9900.
Only very few classrooms were occupied between 22:55–23:45.
PD(%) = 395*EXP (-15,15*CCO2^-0,25) (Gameiro da Silva 2009)—where PD stands for percentage of dissatisfied and CCO2 for the CO2 concentration.
The following conditions were considered: AHU’s absorbed power 1.9 + 2.0 kW (supply + extraction fan power); supply air equal to extract air – 9600 m3/h, Heat Recovery Efficiency = 50%. Moreover, 75% of recirculation air was considered, 7200 m3/h, i.e. exhaust air equals 2400 m3/h.
These maintenance plans have already been defined at the consignment/construction phase. The warranty of the equipment actually depends on the compliance of these plans.
Abbreviations
- 3Es :
-
Energy Efficient Schools project (in Portuguese: Escolas Energeticamente Eficientes)
- AHU:
-
Air handling unit
- BAC:
-
Building automation and control
- BMS:
-
Building management systems
- CCO2 :
-
CO2 concentration
- CRT:
-
Cathodic ray tube
- DHW:
-
Domestic hot water
- ECM:
-
Energy conservation measures
- EEP:
-
Energy efficiency plan(s)
- EM:
-
Energy manager
- EPBD:
-
Energy Performance of Buildings Directive
- EU:
-
European Union
- EUI:
-
Energy use indicator
- EVS:
-
Electronic variable-speed
- εV :
-
Ventilation efficiency
- GFA:
-
Gross floor area
- HDD:
-
Heating degree days
- HRU:
-
Heat recovery unit
- HVAC:
-
Heating ventilation and air conditioning
- IAQ:
-
Indoor air quality
- IEQ:
-
Indoor environmental quality
- IU:
-
Indoor unit
- LV:
-
Low-voltage
- MMV:
-
Montemor-o-Velho (school located in)
- MTS:
-
Matosinhos (school located in)
- MV:
-
Mechanical ventilation
- NG:
-
Natural gas
- PD:
-
Percentage of dissatisfied
- Q :
-
Fresh air flow rates (m3/h)
- R&D:
-
Research and development
- SCE:
-
Energy Certification System (in Portuguese: Sistema de Certificação Energética dos Edifícios)
- Ta:
-
Air temperature
- TC:
-
Thermal comfort
- TUFA:
-
Total useful floor area
- VRF:
-
Variable refrigerant flow
References
Allab, Y., Pellegrino, M., Guo, X., Nefzaoui, E., & Kindinis, A. (2017). Energy and comfort assessment in educational building: Case study in a French university campus. Energy and Buildings, 143, 202–219.
Allaerts, K., Al Koussa, J., Desmedt, J., & Salenbien, R. (2017). Improving the energy efficiency of ground-source heat pump systems in heating dominated school buildings: A case study in Belgium. Energy and Buildings, 138, 559–568.
Almeida, R. M. S. F., & de Freitas, V. P. (2015). IEQ assessment of classrooms with an optimized demand controlled ventilation system. Energy Procedia, 78, 3132–3137.
Apte, M. G., et al. (2003). Simultaneous energy savings and IEQ improvements in relocatable classrooms (LBNL-52690).
ASHRAE. (2013). ASHRAE Handbook - Fundamentals 2013. Atlanta: American Society of Heating Refrigerating and Air-Conditioning Engineers.
Bakó-Biró, Z., Clements-Croome, D. J., Kochhar, N., Awbi, H. B., & Williams, M. J. (2011). Ventilation rates in schools and pupils’ performance. Building and Environment, 48, 1–9.
Becker, R., Goldberger, I., & Paciuk, M. (2007). Improving energy performance of school buildings while ensuring indoor air quality ventilation. Building and Environment, 42(9), 3261–3276.
Bernardo, H. and Dias Pereira, L. (2014). An integrated approach for energy performance and indoor environmental quality assessment in school buildings—Green brain of the year contest 2014 (finalist project).
Bernardo, H., Antunes, C. H., and Gaspar, A. (2015). Exploring the use of indicators for benchmarking the energy performance of Portuguese secondary schools. In Energy for sustainability 2015 sustainable cities: Designing for people and the planet.
Bernardo, H., Antunes, C. H., Gaspar, A., Dias Pereira, L., & Gameiro da Silva, M. (2016). An approach for energy performance and indoor climate assessment in a Portuguese school building. Sustainable Cities and Society, 30, 184–194.
Blyth, A., Almeida, R., Forrester, D., Gorey, A., Hostens, G., and OECD. (2012). Modernising secondary school buildings in Portugal, OECD. OECD Publishing.
Brooks, J., Kumar, S., Goyal, S., Subramany, R., & Barooah, P. (2015). Energy-efficient control of under-actuated HVAC zones in commercial buildings. Energy and Buildings, 93, 160–168.
Bruton, K., Coakley, D., Raftery, P., Cusack, D. O., Keane, M. M., & O’Sullivan, D. T. J. (2015). Comparative analysis of the AHU InFO fault detection and diagnostic expert tool for AHUs with APAR. Energy Efficiency, 8(2), 299–322.
Capozzoli, A., Grassi, D., & Causone, F. (2015). Estimation models of heating energy consumption in schools for local authorities planning. Energy and Building, 105(January 2006), 302–313.
CEN, EN 15251:2007. (2007). Indoor environmental input parameters for design and assessment of energy performance of buildings addressing indoor air quality, thermal environment, lighting and acoustics. CEN (European Committee for Standardization), Brussels.
CEN, EN 15232:2012. (2012). Energy performance of buildings—impact of building automation, control, and building management (2nd ed.). CEN (European Committee for Standardization), Brussels.
Chwieduk, D. (2003). Towards sustainable-energy buildings. Applied Energy, 76(1–3), 211–217.
Communication from the commision to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions—Energy efficiency plan 2011, Brussels, 2011.
Corgnati, S. P., et al. (2011). REHVA—Indoor climate quality assessment, guidebook no14. REHVA, 2011.
Correia, N. F. V. (2014). Simulação energética e estudo de um edifício escolar. MSc. Thesis, University of Coimbra.
d’Ambrosio Alfano, F. R., et al. (2010). REHVA—Indoor environment and energy efficiency in schools—Part 1. Brussels: REHVA.
d’Ambrosio Alfano, F. R., Ianniello, E., & Palella, B. I. (2013). PMV-PPD and acceptability in naturally ventilated schools. Building and Environment, 67, 129–137.
Dascalaki, E. G., & Sermpetzoglou, V. G. (2011). Energy performance and indoor environmental quality in Hellenic schools. Energy and Buildings, 43, 718–727.
DB-manual. (2009). DesignBuilder 2.1 user’s manual.
De Giuli, V., Da Pos, O., & De Carli, M. (2012). Indoor environmental quality and pupil perception in Italian primary schools. Building and Environment, 56, 335–345.
Desideri, U., & Proietti, S. (2002). Analysis of energy consumption in the high schools of a province in central Italy. Energy and Buildings, 34(10), 1003–1016.
DesignBuilder Software Ltd. (n.d.). Available at: /http://www.designbuilder.co.uk/.
Dias Pereira, L. (2016). Modernised Portuguese Schools—From IAQ and thermal comfort towards energy efficiency plans. PhD Thesis, University of Coimbra.
Dias Pereira, L., de Freitas, E. M., IAQ and Energy Audit (2011). An evaluation on thermal comfort. LAP LAMBERT Academic Publishing.
Dias Pereira, L., Soares, N., Conceição, P., Ferreira, J. P., and Pereira da Silva, P. (2013). Improvement of the energy efficiency of a Portuguese university building. In YRSB13—iiSBE forum of young researchers in sustainable building 2013.
Dias Pereira, L., Correia, N., Gaspar, A. R., Costa da Silva, C. D., and Gameiro da Silva, M. (2014a). The impact of ventilation requirements on energy consumption in school buildings, in Roomvent 2014 - 13rd SCANVAC International Conference on Air Distribution in Rooms. pp. 736–743.
Dias Pereira, L., Raimondo, D., Corgnati, S. P., & Gameiro da Silva, M. (2014b). Assessment of indoor air quality and thermal comfort in Portuguese secondary classrooms: Methodology and results. Building and Environment, 81, 69–80.
Dias Pereira, L., Neto, L., and Gameiro da Silva, M. (2015a). Indoor air quality and thermal comfort assessment of two Portuguese secondary schools: Main results, in REHVA Annual Conference 2015, pp. 49–56.
Dias Pereira, L., Bernardo, H., and Gameiro da Silva, M. (2015b). Towards the development of energy efficiency plans in school buildings—a case study. In Energy for sustainability 2015 sustainable cities: Designing for people and the planet.
Dias Pereira, L., Neto, L., Bernardo, H., & Gameiro da Silva, M. (2017). An integrated approach on energy consumption and indoor environmental quality performance in six Portuguese secondary schools. Energy Research & Social Science, 32, 23–43.
Dias Pereira, L., Lamas, F., and Gameiro da Silva, M. (2018). Methodology to develop an excel tool aiming at estimating the heating energy demands of the AHUs serving classrooms during an entire scholar year: i.e. the integration of the computed heat transfer rate over the considered period of time. Estudo Geral - Digital Repository for the Scientific Production of the University of Coimbra. [Online]. Available: https://estudogeral.sib.uc.pt/handle/10316/79364.
Dounis, A. I., & Caraiscos, C. (2009). Advanced control systems engineering for energy and comfort management in a building environment—a review. Renewable and Sustainable Energy Reviews, 13(6–7), 1246–1261.
EPBD. (2003). Directive 2002/91/EC of the European Parliament and of the Council of 16 December 2002 on the energy performance of buildings. Official Journal of the European Communities, pp. L1/65-L1/71.
European Commission. (2010). How to develop a Sustainable Energy Action Plan (SEAP)–Guidebook. Luxembourg.
Gameiro da Silva, M. C. (2009). Requisitos de Ventilação em Edifícios Escolares – Parecer técnico elaborado para Parque Escolar EPE., ADAI, Departamento de Engenharia Mecânica da Universidade de Coimbra.
Gameiro da Silva, M., Costa, J. J., Pinto, A., Margarida, A., and Santos, P. (2013a). The definition of ventilation requirements in the recent revision of portuguese regulation. In Energy for Sustainability 2013-Sustainable Cities: Designing for People and the Planet. no. September.
Gameiro da Silva, M., et al.. (2013b). A preliminary assessment of energy performance in refurbished schools. In 1st International Congress on Energy & Environment (ICEE): bringing together Economics and Engineering. no. May.
Gameiro, M., Costa, J. J., Gaspar, A., Paulino, A., Bento, M., and Botte, G. (2011). The influence of wind on the infiltration rates in a web-bases monitored office building. In Roomvent 2011, no. Muy 2006.
Ghita, S. A., & Catalina, T. (2015). Energy efficiency versus indoor environmental quality in different Romanian countryside schools. Energy and Buildings, 92, 140–154.
Gil-Baez, M., Barrios-Padura, Á., Molina-Huelva, M., and Chacartegui, R. (2017). Natural ventilation systems to enhance sustainability in buildings: A review towards zero energy buildings in schools. In E3S Web of Conferences 22.
Ginestet, S., Marchio, D., & Morisot, O. (2013). Improvement of buildings energy efficiency: Comparison, operability and results of commissioning tools. Energy Conversion and Management, 76, 368–376.
Godoy-shimizu, D., Armitage, P., Steemers, K., & Chenvidyakarn, T. (2011). Using display energy certificates to quantify schools’ energy consumption. Building Research and Information, 39(6), 535–552.
Goyal, S., Ingley, H. A., & Barooah, P. (2013). Occupancy-based zone-climate control for energy-efficient buildings: Complexity vs. performance. Applied Energy, 106, 209–221.
Granderson, J., Piette, M., Rosemblum, B., Hu, L., and Al, E. (2011). Energy Information Handbook: Applications for Energy-Efficient Building Operations. Lawrence B. Berkeley.
http://www.3es.pt/. (2013). [Online]. Available: http://www.3es.pt/.
IntUBE—INTELLIGENT USE OF BUILDINGS’ ENERGY INFORMATION. (n.d.). [Online]. Available: https://setis.ec.europa.eu/energy-research/project/intelligent-use-buildings-energy-information. [Accessed: 19-Apr-2018].
Ippolito, M. G., Riva Sanseverino, E., & Zizzo, G. (2014). Impact of building automation control systems and technical building management systems on the energy performance class of residential buildings: An Italian case study. Energy and Buildings, 69, 33–40.
ISO7730, EN ISO 7730: 2005. (2005). Ergonomics of the thermal environment. Analytical determination and interpretation of thermal comfort using calculation of the PMV and PPD indices and local thermal comfort criteria. International Standardisation Organisation, Geneve.
Kanako, A. and Takashi Iino, Y. (2014). Study on setting temperature of cooling systems and pupils thermal sensations in elementary school. In Roomvent 2014 - 13rd SCANVAC International Conference on Air Distribution in Rooms.
Katafygiotou, M. C., & Serghides, D. K. (2014). Analysis of structural elements and energy consumption of school building stock in Cyprus: Energy simulations and upgrade scenarios of a typical school. Energy and Buildings, 72, 8–16.
Kim, H., Baltazar, J.-C., & Haberl, J. S. (2014). Methodology for adjusting residential cooling and heating seasonal performance ratings to exclude supply fan energy. HVAC&R Research, 20(8), 889–898.
Klein, L., et al. (2012). Coordinating occupant behavior for building energy and comfort management using multi-agent systems. Automation in Construction, 22, 525–536.
Liyanage, C., & Hadjri, K. (2015). Achieving zero carbon targets in buildings without compromising health and wellbeing of occupants—a new FM research direction. Journal of Facilities Management, 13(3), JFM-05-2015-0014.
Lourenço, J. M. V. (2012). Análise do desempenho energético de edifícios escolares requalificados do ensino secundário - Escola Secundária Eng. o Acácio Calazans Duarte (Marinha Grande). MSc. Thesis, University of Coimbra.
Maldonado, E. Ed. (2013). Implementing the energy performance of buildings directive (EPBD)—featuring country reports 2012, European U. Brussels.
Masy, G., & André, P. (2012). Total energy use in air conditioned buildings: Analysis of main influencing factors. HVAC&R Research, 18(1–2), 21–36.
Moura, M. A. A. (2011). Análise do desempenho energético de edifícios escolares requalificados do ensino secundário - Análise comparativa entre antes e após requalificação. MSc. Thesis, University of Coimbra.
Mumovic, D., et al. (2009). Winter indoor air quality, thermal comfort and acoustic performance of newly built secondary schools in England. Building and Environment, 44(7), 1466–1477.
Niu, M., & Leicht, R. M. (2016). Information exchange requirements for building walk-through energy audits Information exchange requirements for building walk-through energy audits. Science and Technology for the Built Environment, 22(December), 328–336.
Oldewurtel, F., Sturzenegger, D., & Morari, M. (2013). Importance of occupancy information for building climate control. Applied Energy, 101, 521–532.
Osello, A., et al. (2013). Energy saving in existing buildings by an intelligent use of interoperable ICTs. Energy Efficiency, 6(4), 707–723.
Oti, A. H., Kurul, E., Cheung, F., & Tah, J. H. M. (2016). A framework for the utilization of building management system data in building information models for building design and operation. Automation in Construction, 72, 195–210.
Painter, B., Brown, N., & Cook, M. J. (2012). Practical application of a sensor overlay system for building monitoring and commissioning. Energy and Buildings, 48, 29–39.
Portaria n.o 353-A/2013. (2013). Ordinance no 353-A/2013 (in Portuguese: Regulamento de Desempenho Energético dos Edifícios de Comércio e Serviços (RECS) - Requisitos de Ventilação e Qualidade do Ar Interior).
Raatikainen, M., Skön, J.-P., Leiviskä, K., & Kolehmainen, M. (2016). Intelligent analysis of energy consumption in school buildings. Applied Energy, 165, 416–429.
Rijal, H. (2014). Investigation of comfort temperature and occupant behavior in Japanese houses during the hot and humid season. Buildings, 4(3), 437–452.
Riley, M., Kokkarinen, N., & Pitt, M. (2010). Assessing post occupancy evaluation in higher education facilities. Journal of Facilities Management, 8(3), 202–213.
Robertson, D. K., & Higgins, M. W. (2012). Do older schools use less energy? Results of calibrated simulations and post-occupancy evaluations. Energy Engineering, 109(6), 38–80.
RSECE, Decree-Law no. 79/2006. (2006). Regulation for the energy and HVAC systems in buildings (in Portuguese: Regulamento dos Sistemas Energéticos de Climatização em Edifícios—RSECE), Official Gazette of the Portuguese Republic, Series A, No. 67. 2006.
SCE, Decree-Law no. 118/2013. (2013). Regulation for the energy certification of buildings (in Portuguese: Sistema Certificação Energética dos Edifícios (SCE)), Official Gazette of the Portuguese Republic, Series 1, No. 159. 2013.
Seppänen, O. A., & Fisk, W. (2006). Some quantitative relations between indoor environmental quality and work performance or health. HVAC&R Research, 12(4), 957–974.
Seppänen, O., Fisk, W. J., and Lei, Q. H. (2006). Effect of temperature on task performance in offfice environment effect of temperature on task performance in offfice. Lawrence Berkeley National Laboratory. [Online]. Available: http://escholarship.org/uc/item/45g4n3rv.
Sun, Z., Wang, S., & Ma, Z. (2011). In-situ implementation and validation of a CO2-based adaptive demand-controlled ventilation strategy in a multi-zone office building. Building and Environment, 46(1), 124–133.
Tahsildoost, M., & Zomorodian, Z. S. (2015). Energy retrofit techniques: An experimental study of two typical school buildings in Tehran. Energy and Buildings, 104, 65–72.
U.S. ENVIRONMENTAL PROTECTION AGENCY. (2011). Energy Efficiency Programs in K-12 Schools. Washington, pp. 1–60.
Wang, Z., Ning, H., Zhang, X., and Ji, Y. (2016). Human thermal adaptation based on university students in China’s severe cold area.
Wargocki, P., & Wyon, D. (2007). The effects of outdoor air supply rate and supply air filter condition in classrooms on the performance of schoolwork by children (RP-1257). HVAC&R Research, 13(2), 165–191.
Way, M., & Bordass, B. (2005). Making feedback and post-occupancy evaluation routine 2: Soft landings—Involving design and building teams in improving performance. Building Research and Information, 33(4), 353–360.
Acknowledgements
The presented work is part of a wider research project, entitled Energy Efficient Schools (Escolas Energeticamente Eficientes, 3Es), granted by Teixeira Duarte on the framework of the Portuguese Program of R&D Projects associated to Large Public Tenders. The authors are thankful to Parque Escolar E.P.E. for the provision of the database on the Portuguese secondary schools. The presented work is framed under the Energy for Sustainability Initiative of the University of Coimbra and LAETA (Associated Laboratory for Energy, Transports and Aeronautics) Project Pest E/EME/LA0022/2011 and was supported by the Foundation for Science and Technology under grant SFRH/BD/77105/2011.
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Appendices
Appendix A
Appendix B
ITC and lighting systems in the case studies
As regards energy-using equipment, e.g. IT equipment such as personal computers (PC), inter-active or video projectors, the account is summarized in Fig. 10 [screens were divided in CRT (Cathodic Ray Tube) and TFT/LCD (thin-film-transistor liquid-crystal display)].
In order to reduce the energy consumption of unused computers in MTS, a computer network management system is programmed to send two types of shutdowns to the computers when they stay connected but without use. The first order is at 19:00 (by the end of the daytime classes); the second order is at 00:00 and it is coincident with the end of the night classes. As regards the video projectors, according to the collected information, programed shutdown is not possible due to the lack of network points.
Relating lighting, in MTS there is a widespread use of luminaires equipped with fluorescent lamps. The majority of the spaces is equipped with T5 fluorescent lamps powered 49 W with electronic ballasts (83% of the lighting installed power). There are also presence sensors, both in bathrooms and cloakrooms serving the shower rooms. More data are presented in Table 13.
As in MTS, in MMV motion detectors were considered both in bathrooms and cloakrooms serving the shower rooms. Nevertheless, during our visits, the doors in these spaces were frequently halted, corrupting the sensors control, ‘activating people presence’ even in their absence. This was verified in two different situations: in the bathrooms serving the Cafeteria and Dining area, and in the cloakrooms in the Gym. Naturally, this situation does also compromise the mechanical ventilation system operation. In MMV, T5 fluorescent lamps represent 69% of the total lighting installed power.
In comparison to MTS, MMV classrooms, both ‘typical’ and ‘workshop’ present higher power to floor ratios—26.2 /23.6 W/m2 vs. 21.9/22.2 W/m2. In contrast to MTS, in MMV there is not a computer network management system programed to shut down the computers or projectors.
As stated in the main text, the BMS in MTS does not allow lighting control. In MMV, instead, lighting is partially controlled from the BMS: in fact, the information presented in Table 14, on buildings A1-S and the Gym, only regards corridors (levels 0 and 1). The time operation is defined as Always active since the circulation areas are also provided of twilight sensors. A3 schedule had been temporarily changed because it was verified that some cells were broken and were waiting to be replaced. The library schedule corresponded to the time occupancy of this space.
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Dias Pereira, L., Bispo Lamas, F. & Gameiro da Silva, M. Improving energy use in schools: from IEQ towards energy-efficient planning—method and in-field application to two case studies. Energy Efficiency 12, 1253–1277 (2019). https://doi.org/10.1007/s12053-018-9742-5
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DOI: https://doi.org/10.1007/s12053-018-9742-5