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The purpose of this study was to investigate and document existing lighting systems and lighting levels, to compare findings to the Illuminating Engineering Society (IES) lighting standards (Rodgers, 1998) and to make lighting recommendation for energy and cost savings.

Lighting examinations and field measurements were conducted at a large, existing Midwestern institutional food-service facility that has been continuously operational since 1976. Lighting levels of the dining room, checkout line, buffet, kitchen, storage room and conference room were measured and then compared to the IES lighting standards. Recommendations were then made for energy and cost savings.

The average light levels in the dining room, checkout line, buffet, storage room and conference room exceeded the industry-recommended light levels. The energy and cost savings were calculated for this study, and the energy- and cost-saving strategies recommended included delamping, replacing lamps and luminaires and installing occupancy sensors. If existing lighting can be updated in an energy- and cost-saving manner, institutional food-service facilities might be made appropriate through renovation, thus extending the life of these facilities.

This study has practical implications for the many existing institutional food service facilities in workplaces across the USA that could save energy and costs through renovated lighting systems.

This research constitutes an in situ case study, which gathered empirical lighting data at an existing institutional food-service facility and made recommendations for lighting renovations. Although lighting systems influence dining and kitchen environments, lighting has not always been fully considered in institutional food-service facilities.

In this study, a novel framework based on deep learning models is presented to assess energy and environmental performance of a given building space layout, facilitating the decision-making process at the early-stage design.

A methodology using an image-based deep learning model called pix2pix is proposed to predict the overall daylight, energy and ventilation performance of a given residential building space layout. The proposed methodology is then evaluated by being applied to 300 sample apartment units in Tehran, Iran. Four pix2pix models were trained to predict illuminance, spatial daylight autonomy (sDA), primary energy intensity and ventilation maps. The simulation results were considered ground truth.

The results showed an average structural similarity index measure (SSIM) of 0.86 and 0.81 for the predicted illuminance and sDA maps, respectively, and an average score of 88% for the predicted primary energy intensity and ventilation representative maps, each of which is outputted within three seconds.

The proposed framework in this study helps upskilling the design professionals involved with the architecture, engineering and construction (AEC) industry through engaging artificial intelligence in human–computer interactions. The specific novelties of this research are: first, evaluating indoor environmental metrics (daylight and ventilation) alongside the energy performance of space layouts using pix2pix model, second, widening the assessment scope to a group of spaces forming an apartment layout at five different floors and third, incorporating the impact of building context on the intended objectives.

The purpose of this paper is to examine safety lighting at an existing US government facility.

Field measurements of exterior illumination were conducted at four building sites housing laboratories, offices and a cafeteria at night and the findings were compared to the industry recommendations, the Illuminating Engineering Society of North America (IES) safety lighting recommendations.

Laboratory, office and cafeteria building exteriors were classified as “high hazard” due to area wildlife, potentially dangerous equipment and chemicals, the threat of intruders, and uneven terrain. Some sites' existing light levels fell far below industry recommendations and others greatly exceeded recommendations. Most of the existing lighting was uneven, unsustainable, rendered colors poorly, produced glare and/or remained energized when no one was present.

This study is limited by the small number of sites and limited geographical area of the sites. Lighting field studies can improve user safety, save energy and reduce facilities' waste.

This study employs a relatively simple approach to examine safety lighting that facility managers could adapt for their own facilities to inform improvements.

The current lack of lighting field studies, safety lighting research and case studies regarding government facilities is addressed by contributions of this research.

Describes the rapid technical development that took place in the lighting industry in the 1980s, driven by energy cost pressures. Discusses product development, office lighting problems, legislation, changing working needs, new design approaches, HF fluorescent lighting, maintenance, and energy and lighting. Concludes that both economic pressures and users′ demand for better quality lighting are dictating a more professional approach to lighting scheme design.

The functions of lighting Lighting is provided in a building to fulfil three basic functions:

The purpose of this study was to examine lighting systems at 77 laboratories located within one building to save energy and associated costs.

Field measurements of illumination were conducted and compared to lighting standards and industry recommendations.

For energy and cost saving, de-lamping all four-lamp luminaires down to two-lamp luminaires and installing occupancy sensors in all laboratories were recommended.

The research team’s project working hours and study period were limited. This study begins to fill the gap in the literature regarding lighting field studies.

By carefully considering light level recommendations, industry standards and installation budgets, existing facilities can install appropriate retrofits to save energy and money without sacrificing illumination levels. Recommended retrofits are anticipated to significantly curtail annual federal energy consumption practices at the labs.

The retrofits recommended in this study will reduce US federal government’s energy-related expenditures and greenhouse gas emissions in support of the 2010 Presidential Mandate. The proposed occupancy sensors are anticipated to compensate for humans’ failure to manually control lighting.

This field study adds value by documenting cost-effective methods to measure, record and manage laboratory lighting, and it calls for the implementation of social, economic and ecological interventions. The recommended retrofits will reduce US federal government’s energy-related expenditures and greenhouse gas emissions in support of the 2010 Presidential Mandate.

The most serious barrier to achieving a “forgiving building” is the cost of its special building systems. The library is increasingly becoming a “hi tech” and “smart” building. A sophisticated facility is required to support current collections and the emerging electronic and optical technologies that will occupy (and perhaps dominate) the future library. It is far less expensive to provide the capacity to support future components at the time of initial construction than to subsequently renovate a building to provide needed capacities at a later date. The real challenge for librarians is to convince those who fund library construction that the “forgiving building” is the least expensive alternative in the long run.

Microfoundational research increasingly strives to examine the interlinkages between various higher- and lower-level structures. To better capture microfounded change processes, I develop the multi-dimensional concept of institutional entrepreneurs’ skills that defines actors’ abilities to enhance institutional change. By a systematic literature review on institutional entrepreneurship, I identify seven institutional entrepreneurs’ skill dimensions: (i) analytical skills, (ii) empathic skills, (iii) framing skills, (iv) translational skills, (v) organizational skills, (vi) tactical skills, and (vii) timing skills. The established concept provides opportunities for future microfoundational research by examining the formation and the application of the seven skill dimensions.

Taking its cue from the UK government's declaration that every new home should be ‘zero-carbon’ by 2016, this paper explores how close a flexible, prototype-housing model might come to meeting this target (accepting that there is currently some ambiguity between the respective official ‘zero-carbon’ definitions regarding off-site renewable supply). The prime aim is to design economically (affordable by housing associations) to the European ‘passive house’ standard of no more than 15 kWh/m2 for space heating and a maximum total consumption of 70 kWh/m2 adding in hot water and electricity. The model also prioritizes generous access to sunlight and daylight, as well as realistic levels of air change in a low-volume, intensively occupied scenario. Associated aims are: a) to meet thermal loads without use of fossil fuels such as gas or oil; and b) to employ architecturally integrated active solar thermal and electrical arrays to respectively meet at least one third of the water heating and electrical loads. Micro-wind generation is excluded from the study as too site-dependent. A subsidiary agenda is to achieve a flexible plan in terms of orientation and access, and to provide utility facilities that support the environmental strategy (e.g. drying clothes without compromising energy use or air quality). The paper goes on to address equivalent prospects for retrofit, briefly discusses institutional and other barriers to achievement, and muses on how much of the balance of the electrical demand can be met renewably in Scotland in the near future.

Firms thinking of designing their own lighting system need to look beyond laid down standards. For it's only by catering individually to the diverse lighting demands within the average factory that a manufacturer can obtain optimum performance with economy.