Technical–Economic Analysis of the Solutions for the Modernization of Lighting Systems
Abstract
:1. Introduction
2. Materials and Methods
2.1. The Methodology Used to Establish the Quality Luminotechnical Coefficients and the Installed Power in the Lighting Systems Analysed
- Minimum value of illuminance, Emin, being the lowest value identified by the measurements.
- Maximum value of illuminance, Emax, being the highest value identified by the measurements.
- Mean value of illuminance, Emed, calculated as the arithmetic mean of the values of the lighting measured in this area.
- 5.
- 6.
- Type of lighting sources, their number, and their power.
- Luminous efficacy, esource, of the lighting sources defined by the equation [37]esource = Φsource/Psource
- Installed power capacity in each area (area a), calculated according to the number of lighting sources and their power [37], by the equation
- Total installed power capacity in the lighting system at Moroasa Sports Hall, calculated according to the powers installed in each space [37], by the equationPt = Pia + Pib + Pic + … + Piw
2.2. The Methodology Used to Determine Modernization Solutions
2.3. The Methodology Used to Calculate the Costs of Implementing a Solution Change on Lighting of a Sports Centre
3. Results
3.1. Quality Indicators and Capacity Installed in the Lighting Systems Analysed
3.2. Analysis of Modernization Solutions
- The replacement of the filament sources and tubular fluorescent sources by LED sources with an Edison socket;
- The replacement of tubular fluorescent sources by LED tubular sources;
- The replacement of metal halide sources by LED projectors.
3.3. The Cost of Electricity Consumed in the Standard Lighting System
3.4. Calculation of Costs Associated with Implementing a Replacement Solution Regarding the Lighting of a Sports Center
- -
- the amount of energy consumed by the current lighting system would beWtls1 = Pt1 × 10 × 30+Pt2 × 2 × 30 = 21.210 × 300 + 5.000 × 60 = 6.663 kWh
- -
- the amount of energy consumed by the proposed lighting system would be:Wtls2 = Pt1 × 10 × 30 + Pt2× 2× 30 = 7.564× 300 + 2.044 × 60 = 2.391,84 kWh
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
LED | Light-Emitting Diode |
GPS | Global Positioning System |
GPRS | General Packet Radio Service |
EU | European Union |
Lx | Unit of measurement of illuminance (Lx (Lux)) |
ISO | International Organization for Standardization |
LCD | Liquid Crystal Display |
Emin | Minimum value of illuminance (Lx) |
Emed | Mean value of illuminance (Lx) |
Emax | Maximum value of illuminance (Lx) |
U01(E) | Uniformity of illuminance on the surface of the working plane |
U02(E) | Uniformity of illuminance on the actual working plane |
Lm | Unit of measurement of the luminous flux emitted by a light source (Lm (Lumen)) |
W | Unit of measurement of electrical power (W (Watt)) |
VAR | Unit of measurement of reactive power (VAR (Volt Ampere Reactive)) |
esource | The luminous efficiency of the source (Lm/V) |
Psource | Electric power of a light source (W) |
Pia | The power installed in the space marked with a (W) |
Pt | Total power installed in the lighting system (W) |
h | Time measurement unit (h (hour)) |
Wla | Electricity consumed monthly (Wh) |
Wtl | Total monthly electricity (Wh) |
Cw | The cost of electricity (EUR) |
Wa | Active electricity (Wh) |
Wri | Inductive reactive electricity (VARih) |
Wrc | Capacitive reactive electricity (VARch) |
CWa | The cost of active energy (EUR) |
Cs | The cost of additional fees (EUR) |
References
- Bijnens, G.; Konings, J.; Vanormelingen, S. The impact of electricity prices on European manufacturing jobs. Appl. Econ. 2021, 54, 38–56. [Google Scholar] [CrossRef]
- Adusah-Poku, F.; Dramani, J.B.; Adjei-Mantey, K. Determinants of electricity demand in Ghana: The role of power crises. Int. J. Sustain. Energy 2021, 1974440. [Google Scholar] [CrossRef]
- Energy. Available online: https://energy.ec.europa.eu/index_ro (accessed on 11 May 2021).
- Poplawski, T.; Kurkowski, M.; Mirowski, J. The use of passive filters to eliminate higher harmonics of the current. Prz. Elektrotech. 2021, 97, 170–173. [Google Scholar]
- Wlas, M.; Galla, S. The Influence of LED Lighting Sources on the Nature of Power Factor. Energies 2018, 11, 1974440. [Google Scholar] [CrossRef] [Green Version]
- Pawlak, A.; Zalesinska, M. Comparative study of light sources for household. Manag. Syst. Prod. Eng. 2017, 25, 35–41. [Google Scholar] [CrossRef] [Green Version]
- Erguzel, A.T.; Karaca, A.; Ferikoglu, A.; Demir, Z. Dimmable street lighting application using a microcontroller. Tech. Gaz. 2017, 4, 1019–1024. [Google Scholar] [CrossRef] [Green Version]
- Nam, T.P.; Doai, N.V. Application of Intelligent Lighting Control for Street Lighting System. In Proceedings of the International Conference on System Science and Engineering (ICSSE), Dong Hoi City, Vietnam, 20–21 July 2019. [Google Scholar] [CrossRef]
- Pinto, M.F.; Mendonca, T.R.F.; Duque, C.A.; Braga, H.A.C. Street Lighting System for Power Quality Monitoring and Energy-Efficient Illumination Control. In Proceedings of the 25th IEEE International Symposium on Industrial Electronics, Santa Clara, CA, USA, 8–10 June 2016. [Google Scholar] [CrossRef]
- Boyce, P.R. Light, lighting and human health. Lighting Res. Technol. 2021, 54, 101–144. [Google Scholar] [CrossRef]
- Vetter, C.; Pattison, P.M.; Houser, K.; Herf, M.; Phillips, A.J.K.; Wright, K.P.; Skene, D.J.; Brainard, G.C.; Boivin, D.B.; Glickman, G. A Review of Human Physiological Responses to Light: Implications for the Development of Integrative Lighting Solutions. Leukos 2021. [Google Scholar] [CrossRef]
- Yao, X.C.; Tu, H.Q.; Wang, X.L.; Wang, J. The effect of supplemental LED night lighting on the growth and physiology of the Para rubber tree. J. Rubber Res. 2021, 24, 321–326. [Google Scholar] [CrossRef]
- Loconsole, D.; Cocetta, G.; Santoro, P.; Ferrante, A. Optimization of LED Lighting and Quality Evaluation of Romaine Lettuce Grown in An Innovative Indoor Cultivation System. Sustainability 2019, 11, 841. [Google Scholar] [CrossRef] [Green Version]
- Mao, Y.; Fotios, S. Lighting for pedestrians: Does multi-tasking affect the performance of typical pedestrian tasks? Light. Res. Technol. 2021, 54, 33–60. [Google Scholar] [CrossRef]
- Tealde, E. The Unequal Impact of Natural Light on Crime. 2021. Available online: https://www.econstor.eu/handle/10419/224147 (accessed on 15 February 2022).
- Kaplan, J.; Chalfin, A. Ambient lighting, use of outdoor spaces and perceptions of public safety: Evidence from a survey experiment. Secur. J. 2021. [Google Scholar] [CrossRef]
- Aslanoglu, R.; Pracki, P.; Kazak, J.K.; Ulusoy, B.; Yekanialibeiglou, S. Short-term analysis of residential lighting: A pilot study. Build Environ. 2021, 11, 107781. [Google Scholar] [CrossRef]
- Spunei, E.; Piroi, I.; Chioncel, C.P. The experimental Determination of the Luminous Flux Emitted by a Few Types of Lighting Sources. In Proceedings of the International Conference on Applied Sciences (ICAS 2016), Hunedoara, Romania, 25–27 May 2016; Available online: https://iopscience.iop.org/article/10.1088/1757-899X/163/1/012023 (accessed on 15 February 2022).
- Casamayor, J.L.; Su, D.Z. Investigation of a Process to Eco-Design Led Lighting Products to Enhance the Adoption of Eco-Design Methods and Tools by Industry. Sustainability 2021, 13, 4512. [Google Scholar] [CrossRef]
- Hermanu, B.A.C.; Sultani, A.A.; Sujono, A. An arrangement of Street Lighting In Surakarta City to Increase Road Light Quality and Power Efficiency. In Proceedings of the 4th International Conference on Industrial, Mechanical, Electrical and Chemical Engineering, Solo, Indonesia, 9–11 October 2019. [Google Scholar] [CrossRef]
- Spunei, E.; Piroi, I.; Piroi, F.; Brebenariu, D. The Importance of Optimal Design in Outdoor Light Source Positioning. An. Univ. Eftimie Murgu Reşiţa Fasc. Ing. 2018, 2, 127–137. Available online: http://anale-ing.uem.ro/2018/16.pdf (accessed on 15 February 2022).
- Spunei, E.; Piroi, I.; Piroi, F. Optimizing Street Lighting Systems Design. An. Univ. Eftimie Murgu Reşiţa Fasc. Ing. 2014, 3, 257–268. Available online: https://www.researchgate.net/publication/269914536_Optimizing_Street_Lighting_Systems_Design (accessed on 15 February 2022).
- Pentiuc, R.D.; Vlad, V.; Lucache, D.D.; Pavel, S. Street Lighting Power Quality. In Proceedings of the 8th International Conference and Exposition on Electrical and Power Engineering, Iasi, România, 16–18 October 2014. [Google Scholar] [CrossRef]
- Sciezor, T. Effect of Street Lighting on the Urban and Rural Night-Time Radiance and the Brightness of the Night Sky. Remote Sens. 2021, 13, 1654. [Google Scholar] [CrossRef]
- Pentiuc, R.D.; Popa, C.D.; Dascalu, A.; Atanasoae, P. The Influence of LED Street Lighting Upon Power Quality in Electrical Networks. In Proceedings of the 8th International Conference and Exposition on Electrical and Power Engineering, Iasi, România, 16–18 October 2014. [Google Scholar] [CrossRef]
- Pan, W.J.; Du, J. Impacts of urban morphological characteristics on nocturnal outdoor lighting environment in cities: An empirical investigation in Shenzhen. Build Environ. 2021, 192, 107587. [Google Scholar] [CrossRef]
- Kosai, S.; Badin, A.B.; Qiu, Y.; Matsubae, K.; Suh, S.; Yamasue, E. Evaluation of resource use in the household lighting sector in Malaysia considering land disturbances through mining activities. Resour. Conserv. Recycl. 2021, 166, 105343. [Google Scholar] [CrossRef]
- Vathanam, G.S.O.; Kalyanasundaram, K.; Elavarasan, R.M.; Khahro, S.H.; Subramaniam, U.; Pugazhendhi, R.; Ramesh, M.; Gopalakrishnan, R.M. A Review on Effective Use of Daylight Harvesting Using Intelligent Lighting Control Systems for Sustainable Office Buildings in India. Sustainability 2021, 13, 4973. [Google Scholar] [CrossRef]
- Cokins, G.; Căpuşneanu, S.; Briciu, S. Changing Accounting to Cost-Based Decisions. 2012. Available online: http://store.ectap.ro/articole/794.pdf (accessed on 15 February 2022).
- Onețiu, P.L.; Miricescu, D. Case study regarding implementing a change of lighting in a hall, for reducing energy consumption, using project management methods. Rev. Manag. Econ. Eng. 2020, 19, 487–503. [Google Scholar]
- Kıyak, I.; Topuz, V.; Oral, B. Modeling of dimmable High Power LED illumination distribution using ANFIS on the isolated area. Expert Syst. Appl. 2011, 38, 11843–11848. [Google Scholar] [CrossRef]
- Casals, M.; Gangolells, M.; Gangolells, M.; Forcada, N.; Macarulla, M. Reducing lighting electricity use in underground metro stations. Energy Convers. Manag. 2016, 119, 130–141. [Google Scholar] [CrossRef] [Green Version]
- Lau, S.P.; Merrett, G.V.; White, N.M. Energy-Efficient Street Lighting through Embedded Adaptive Intelligence. In Proceedings of the International Conference on Advanced Logistics and Transport (ICALT), Sousse, Tunisia, 29–31 May 2013; pp. 53–58. [Google Scholar]
- Li, L.H.; Wang, J.C.; Yang, S.L.; Gong, H. Binocular stereo vision based illuminance measurement used for intelligent lighting with LED. Optik 2021, 237, 166651. [Google Scholar] [CrossRef]
- Unitest Luxmeter. Available online: https://www.manualslib.de/manual/474003/Unitest-93408.html?page=14#manual (accessed on 22 March 2022).
- Normativ Pentru Proiectarea și Executarea Sistemelor de Iluminat Artificial Din Clădiri/Standard for the Design and Execution of Artificial Lighting Systems in Buildings NP 061-02. Available online: http://colegiu-diriginti-santier.ro/norme/NP_061_2002.pdf (accessed on 11 May 2021).
- Piroi, I. Instalații electrice și de iluminat/Electrical and Lighting Installations; Eftimie Murgu Publishing House: Reșița, România, 2009; pp. 154–196. [Google Scholar]
- Mogoreanu, N. Iluminatul Electric/Electric Lighting; Lumina Publishing House: Chișinău, Moldova, 2013; pp. 115–162. [Google Scholar]
- Bianchi, G.; Mira, N.; Moroldo, D.; Gheorghescu, A.; Moroldo, H. Sisteme de Iluminat Interior și Exterior/Indoor and Outdoor Lighting Systems, 3rd ed.; Matrixrom Publishing House: București, Romania, 2001; pp. 183–220. [Google Scholar]
- Normativ Privind Proiectarea Sălilor de Sport (Unitatea Funcțională de Bază) din Punct de Vedere al Cerințelor Legii 110/1995/Regulation on the Design of Gyms (Basic Functional Unit) in Terms of the Requirements of Law 110/1995, NP 065-02. Available online: https://www.djstcluj.ro/_Files/documente/legislatie/proiectarea-salilor-de-sport.pdf (accessed on 11 May 2021).
Measurement Unit (Lx) | Measurement Errors (Lx) |
---|---|
0 ÷ 20 | 0.01 |
0 ÷ 200 | 0.1 |
0 ÷ 2000 | 1 |
0 ÷ 20,000 | 10 |
Area | Type of Source | No. of Appliances | No. of Sources | Power/Source with Ballast (W) | Luminous Flux of Source (Lm) | e (Lm/W) | Pi (W) | Standard Source Life (h) |
---|---|---|---|---|---|---|---|---|
Hall 1 | Incan | 2 | 1 | 25 | 200 | 8 | 50 | 1000 |
Hall 2 | Fl.tub | 6 | 4 | 20 | 1300 | 62 | 480 | 15,000 |
Toilet 1 | Fl.tor | 1 | 2 | 24 | 1200 | 50 | 48 | 6000 |
Medical office | Fl.tub | 2 | 4 | 20 | 1300 | 62 | 160 | 15,000 |
Changing room 1 | Fl.tub | 2 | 4 | 20 | 1300 | 62 | 160 | 15,000 |
Changing room 2 | Fl.tub | 2 | 4 | 20 | 1300 | 62 | 160 | 15,000 |
Changing room 3 | Fl.tub | 1 | 4 | 20 | 1300 | 62 | 80 | 15,000 |
Changing room 4 | Fl.tub | 1 | 4 | 20 | 1300 | 62 | 80 | 15,000 |
Bathroom | Fl.tor | 1 | 2 | 24 | 1200 | 50 | 48 | 6000 |
Gym | Incan | 20 | 2 | 25 | 200 | 8 | 1000 | 1000 |
Fl.tub | 14 | 4 | 20 | 1300 | 62 | 1120 | 15,000 | |
Handball court | Met.Hal | 46 | 1 | 415 | 32,500 | 78.31 | 19,090 | 20,000 |
Shower room | Fl.tor | 2 | 2 | 24 | 1200 | 50 | 96 | 6000 |
Jacuzzi hall | Fl.tor | 2 | 1 | 24 | 1200 | 50 | 48 | 6000 |
Fl.tub | 1 | 2 | 20 | 1300 | 62 | 40 | 15,000 | |
Jacuzzi room | Fl.tub | 4 | 4 | 20 | 1300 | 62 | 320 | 15,000 |
Referee changing room 1 | Fl.tor | 3 | 1 | 24 | 1200 | 50 | 72 | 6000 |
Referee changing room 2 | Fl.tor | 3 | 1 | 24 | 1200 | 50 | 72 | 6000 |
Toilet 2 | Fl.tor | 1 | 2 | 24 | 1200 | 50 | 48 | 6000 |
Hall3 (floor) | Fl.tub | 17 | 4 | 20 | 1300 | 62 | 1360 | 15,000 |
Classroom | Fl.tub | 10 | 4 | 20 | 1300 | 62 | 800 | 15,000 |
Meeting room | Incan | 13 | 2 | 25 | 200 | 8 | 650 | 1000 |
Total installed power in the lighting system | 26,302 W |
Area | Measured and Calculated Values | Provisions of Standards | ||||||
---|---|---|---|---|---|---|---|---|
Emin (Lx) | Emed (Lx) | Emax (Lx) | U01(E) | U02(E) | Emed (Lx) | U01(E) | U02(E) | |
Hall 1 | 179 | 465.3 | 942 | 0.38 | 0.19 | 150 | 0.6 | 0.5 |
Hall 2 | 82 | 250.3 | 520 | 0.32 | 0.16 | 150 | 0.6 | 0.5 |
Toilet 1 | 90.5 | 94.6 | 98.9 | 0.95 | 0.91 | 200 | 0.6 | 0.5 |
Medical office | 154 | 324.3 | 422 | 0.47 | 0.36 | 500 | 0.6 | 0.5 |
Changing room 1 | 290 | 400.5 | 526 | 0.72 | 0.55 | 150 | 0.6 | 0.5 |
Changing room 2 | 273 | 398.2 | 503 | 0.69 | 0.54 | 150 | 0.6 | 0.5 |
Changing room 3 | 181 | 229.1 | 358 | 0.79 | 0.51 | 150 | 0.6 | 0.5 |
Changing room 4 | 172 | 221.7 | 346 | 0.78 | 0.5 | 150 | 0.6 | 0.5 |
Bathroom | 116 | 200.5 | 265 | 0.58 | 0.44 | 200 | 0.6 | 0.5 |
Gym | 134 | 250 | 400 | 0.54 | 0.33 | 300 | 0.7 | 0.5 |
175 | 454 | 657 | 0.39 | 0.27 | 300 | 0.5 | 0.5 | |
Handball court | 125 | 140 | 157 | 0.89 | 0.8 | 200 | 0.6 | 0.5 |
Shower room | 123 | 200.5 | 250 | 0.61 | 0.49 | 150 | 0.6 | 0.5 |
Jacuzzi hall | 403 | 562.3 | 678 | 0.71 | 0.59 | 200 | 0.6 | 0.5 |
45 | 136.2 | 230 | 0.33 | 0.2 | 150 | 0.6 | 0.5 | |
Jacuzzi room | 52 | 147.6 | 228 | 0.35 | 0.3 | 150 | 0.6 | 0.5 |
Referee changing room 1 | 134 | 137 | 140 | 0.97 | 0.96 | 200 | 0.6 | 0.5 |
Referee changing room 2 | 70 | 235.3 | 502 | 0.3 | 0.14 | 150 | 0.6 | 0.5 |
Toilet 2 | 334 | 573.1 | 883 | 0.58 | 0.38 | 300 | 0.6 | 0.5 |
Hall 3 (floor) | 115 | 320 | 482 | 0.35 | 0.24 | 300 | 0.6 | 0.5 |
Classroom | 116 | 200.5 | 265 | 0.58 | 0.44 | 200 | 0.6 | 0.5 |
Meeting room | 134 | 250 | 400 | 0.54 | 0.33 | 300 | 0.7 | 0.5 |
Type of Source | Supplier | Power/Source (W) | Luminous Flux (Lm) | Color Temperature (°K) | Average Life Expectancy (h) | Energy Class | e (Lm/W) | Price (EUR) |
---|---|---|---|---|---|---|---|---|
LED with socket E 27 | Supplier 1 | 10 | 1055 | 6500 | 20,000 | A+ | 105.5 | 2.78 |
Supplier 2 | 10 | 1400 | 6500 | 20,000 | A++ | 140 | 3.798 | |
Supplier 3 | 10 | 1160 | 6500 | 30,000 | E | 116 | 1.984 | |
Supplier 4 | 10 | 1055 | 4000 | 10,000 | A+ | 105.5 | 2.2 | |
Supplier 5 | 9 | 910 | 6500 | 20,000 | F | 101.1 | 1.796 | |
Tubular LED | Supplier 1 | 9 | 900 | 6500 | 40,000 | E | 100 | 2.754 |
Supplier 2 | 9 | 900 | 6500 | 40,000 | F | 100 | 1.984 | |
Supplier 3 | 9 | 900 | 6500 | 30,000 | E | 100 | 1.876 | |
Supplier 4 | 8 | 800 | 6500 | 15,000 | A+ | 100 | 6.288 | |
LED projector | Supplier 1 | 112 | 13,700 | 5700 | 100,000 | - | 122.3 | 150 |
Supplier 2 | 146 | 21,439 | 4000 | 140,000 | - | 147 | 155 | |
Supplier 3 | 150 | 18,000 | 6400 | 30,000 | - | 120 | 199.2 |
Area | Type of Source | No. of Appliances | No. of Appliances | Power Source Current System (W) | Power Source System Proposed (W) | Pi Current System (W) | Pi System Proposed (W) | Investment Costs (EUR) |
---|---|---|---|---|---|---|---|---|
Hall 1 | Incan | 2 | 1 | 25 | 10 | 50 | 20 | 7.596 |
Hall 2 | Fl.tub | 6 | 4 | 20 | 8 | 480 | 192 | 150.912 |
Toilet 1 | Fl.tor | 1 | 2 | 24 | 10 | 48 | 20 | 7.596 |
Medical office | Fl.tub | 2 | 4 | 20 | 8 | 160 | 64 | 50.24 |
Changing room 1 | Fl.tub | 2 | 4 | 20 | 8 | 160 | 64 | 50.24 |
Changing room 2 | Fl.tub | 2 | 4 | 20 | 8 | 160 | 64 | 50.24 |
Changing room 3 | Fl.tub | 1 | 4 | 20 | 8 | 80 | 32 | 25.152 |
Changing room 4 | Fl.tub | 1 | 4 | 20 | 8 | 80 | 32 | 25.152 |
Bathroom | Fl.tor | 1 | 2 | 24 | 10 | 48 | 20 | 7.596 |
Gym | Incan | 20 | 2 | 25 | 10 | 1000 | 400 | 151.92 |
Fl.tub | 14 | 4 | 20 | 8 | 1120 | 448 | 352.128 | |
Handball court | Met.Hal | 46 | 1 | 415 | 146 | 19,090 | 6716 | 7130 |
Shower room | Fl.tor | 2 | 2 | 24 | 10 | 96 | 40 | 15.192 |
Jacuzzi hall | Fl.tor | 2 | 1 | 24 | 10 | 48 | 20 | 7.596 |
Fl.tub | 1 | 2 | 20 | 8 | 40 | 16 | 12.573 | |
Jacuzzi room | Fl.tub | 4 | 4 | 20 | 8 | 320 | 128 | 50.304 |
Referee changing room 1 | Fl.tor | 3 | 1 | 24 | 10 | 72 | 30 | 11.394 |
Referee changing room 2 | Fl.tor | 3 | 1 | 24 | 10 | 72 | 30 | 11.394 |
Toilet 2 | Fl.tor | 1 | 2 | 24 | 10 | 48 | 20 | 7.596 |
Hall 3 (floor) | Fl.tub | 17 | 4 | 20 | 8 | 1360 | 544 | 427.584 |
Classroom | Fl.tub | 10 | 4 | 20 | 8 | 800 | 320 | 98.748 |
Meeting room | Incan | 13 | 2 | 25 | 10 | 650 | 260 | 100.608 |
Total | 26,302 | 9608 | 9003.281 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Spunei, E.; Frumușanu, N.-M.; Măran, G.; Martin, M. Technical–Economic Analysis of the Solutions for the Modernization of Lighting Systems. Sustainability 2022, 14, 5252. https://doi.org/10.3390/su14095252
Spunei E, Frumușanu N-M, Măran G, Martin M. Technical–Economic Analysis of the Solutions for the Modernization of Lighting Systems. Sustainability. 2022; 14(9):5252. https://doi.org/10.3390/su14095252
Chicago/Turabian StyleSpunei, Elisabeta, Nătălița-Mihaela Frumușanu, Gheorghița Măran, and Mihaela Martin. 2022. "Technical–Economic Analysis of the Solutions for the Modernization of Lighting Systems" Sustainability 14, no. 9: 5252. https://doi.org/10.3390/su14095252