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Table of Contents

Increasing power generation begins with understanding generation losses

Step 1: Check power generation data by time of day

Step 2: Distinguish the effects of weather and solar irradiance conditions

Step 3: Check for dirt and deposits on the panel surface

Step 4: Manage shading from weeds and trees

Step 5: Check power generation discrepancies at the string level

Step 6: Inspect for faults in connections and cables

Step 7: Check for inverter shutdowns and output curtailment

Step 8: Review temperature increases and inadequate ventilation

Step 9: Leverage drainage, topography, and inspection records to drive improvements

Operational practices for sustaining power generation improvements

Summary


Increasing Power Generation Begins with Understanding Generation Losses

When you want to increase the energy output of a solar power system, the first important step is not to add more equipment but to check whether the existing equipment is delivering its intended generation capacity. In solar power generation you cannot increase the incident solar irradiance at the site itself. However, you can move the system closer to a state where the received sunlight is converted into electricity with as little waste as possible. In practical terms, increasing generation means finding the causes of lost potential generation and implementing measures to reduce generation losses.


There is not a single cause for reduced power generation. Dirt on panel surfaces, deposits such as bird droppings and fallen leaves, shading from weeds or trees, string-level abnormalities, connection faults, cable damage, shutdowns of power conversion equipment, output curtailment, temperature rises, poor drainage, and deterioration of inspection access routes — various factors combine to lower power generation. Even if everything looks fine visually, checking generation by time of day or by equipment unit can reveal that only certain parts are experiencing a significant drop.


For practitioners searching "how to increase power generation", the important thing is to systematically isolate the causes of the decline. Just looking at the result of low generation does not allow you to determine whether you should clean, remove weeds, inspect connections, or check equipment history. Depending on whether the output is low only in the morning, only in the evening, the midday peak doesn't rise, it becomes unstable after rain, or only specific equipment shows low output, the points you need to check will differ.


When improving power output, it's also important to make sure you can compare conditions before and after the countermeasures. If cleaning, weeding, equipment checks, repairs, and drainage measures are carried out at the same time, even if output recovers it becomes difficult to tell which work was effective and by how much. Even when work must be done simultaneously due to site constraints, recording the pre-work power output, site photographs, abnormal locations, scope of work, and post-work changes will help inform decisions going forward.


To increase power generation, you need to link data with on-site conditions rather than rely on intuition. By identifying where generation losses are occurring and addressing them in order of their impact on power generation, you can reduce unnecessary work while improving effectiveness. From here, following nine practical on-site steps, we explain the approach to improving power generation and the checkpoints to review.


Step 1: Check power generation data by time of day

The first step to increasing power generation is to check generation data by time of day. If you only look at monthly or daily generation, you won't know when generation losses are occurring. Even when the situation is the same—"low generation"—the likely causes differ greatly depending on whether output is low only in the morning, the midday peak fails to develop, it falls only in the evening, or there is a sudden dip during the day.


If power generation in the morning is low, shadows from east-side trees, slopes, nearby structures, or adjacent equipment may be involved. If power generation in the evening is low, check for west-side shading and terrain effects. If power generation levels off around noon, possible causes include dirt on the panel surface, temperature rise, power conversion equipment capacity limits, output curtailment, or equipment shutdown. If the generation curve suddenly drops during a clear day, correlate shutdown logs and alarm history with the timestamps.


When checking by time of day, it is useful to look at data from sunny days whenever possible. On cloudy or rainy days, power generation fluctuates with cloud movement, making it difficult to distinguish from equipment faults. On sunny days the generation curve is relatively stable, making it easier to identify features such as shading, shutdowns, curtailment, and string faults. Comparing equipment under similar conditions within the same plant also makes it easier to pinpoint areas where only part of the system is underperforming.


When examining power generation data, distinguish between sudden drops and gradual declines. If power output suddenly falls, equipment shutdown, wire breakage, poor connections, the emergence of obstructions, and similar issues are suspected. If it decreases slowly over several weeks to several months, accumulation of dirt, growth of weeds or trees, environmental deterioration due to poor drainage, or changes in equipment condition from aging may be involved.


Checking data by time of day greatly improves the accuracy of on-site inspections. If output is low in the morning, focus on morning shadows; if it doesn’t increase at midday, check for dirt, equipment issues, or temperature; if it’s low in the evening, concentrate on shadows on the west side. Increasing power generation does not start by immediately going into field work, but by first identifying which times of day are experiencing losses.


Step 2: Separate the effects of weather and solar radiation conditions

When you feel that power generation is low, the first things to check before suspecting equipment failure are the weather and solar irradiance conditions. Solar power generation is greatly affected by the amount of sunlight, so periods with frequent clouds or rain will produce lower output even if the equipment is operating normally. If you judge a decline solely by comparing monthly output with the same month last year or with the previous month, the difference may actually be mainly due to weather.


To isolate weather-related effects, rather than using simple month-to-month comparisons, it is helpful to compare clear-sky days with each other, days with similar weather, and generation trends within the same region. If you manage multiple power plants, check whether plants in the same region are declining in the same way. If surrounding plants are also declining, the impact of solar irradiance conditions may be significant. Conversely, if other equipment in the same region or elsewhere in the same plant is operating normally but only some units are underperforming, you should suspect an on-site issue.


The shape of the power generation curve is also a factor to consider. Cloud-induced fluctuations often cause similar ups and downs across multiple installations. In contrast, equipment shutdowns or connection faults may cause a specific installation to suddenly drop or remain near zero for a certain period. Shadow effects can produce similar dips at the same time of day every day, even on sunny days. When considering how to increase power output, it is important not to confuse weather-related variations with equipment-side anomalies.


Seasonality should also be considered. In winter, the sun's altitude is lower and shadows from surrounding trees and terrain tend to extend farther. In summer, while solar radiation is stronger, panel temperatures and temperatures around equipment rise, which can make power generation less likely to increase. During periods with a lot of rain, monthly power generation tends to be lower, and after strong winds or heavy rain it is necessary to pay attention to deposits, sediment, poor drainage, and the condition around cables.


However, you must avoid overlooking equipment abnormalities by attributing them to the weather. If you conclude that low power generation was caused by bad weather, dirt, shading, connection faults, or equipment shutdowns may be left unaddressed for long periods. The purpose of separating weather and solar irradiance conditions is not to skip inspections, but to correctly focus on generation losses that can be improved on site.


Step 3: Check the panel surface for dirt and deposits

Dirt and deposits on the panel surface are a common cause of reduced power generation. Because solar panels generate electricity by receiving sunlight at the surface, accumulated dirt reduces the light reaching the cells. The type of soiling varies with the site environment and includes soil dust, pollen, yellow sand, bird droppings, fallen leaves, tree sap, dust from nearby construction, road dust, and salt-containing deposits that tend to accumulate in coastal areas. Even light soiling, if spread over a wide area, can affect power output, and localized deposits can act as a strong shadow even over a small area.


Particularly easy to overlook are the band-like stains that remain along the lower edge of the panel and near the frame. It is often assumed that rain will wash the dirt away, but in reality the flow of rainwater can carry dirt to the lower edge where it accumulates and remains. Panels with a shallow tilt do not shed water easily, making them more prone to dirt buildup. Even dirt that is not noticeable from a distance can affect power generation if it covers part of a cell.


Pay attention to deposits such as bird droppings and fallen leaves. Unlike uniform soiling, these adhere heavily in specific spots and create partial shading. If only some equipment shows reduced power output, inspect the panel surfaces in that area. Rows near trees, around structures where birds tend to perch, rows that are often downwind, and areas near unpaved walkways tend to be more prone to dirt and deposits.


A practical approach when carrying out cleaning is to prioritize areas that have the greatest impact on power generation. Rather than cleaning all panels at the same frequency, focus on rows where dirt accumulates, equipment where a drop in power generation has been confirmed, areas where soiling along the lower edge is conspicuous, and locations with frequent bird damage or heavy leaf fall. Comparing photos and power generation before and after cleaning makes it easier to understand how much soiling affected generation at that site.


Cleaning must be carried out so as not to damage the equipment. Avoid vigorously scrubbing with hard tools, performing sudden work when panels are at high temperatures, or working without confirming electrical safety. Cleaning to increase power generation is not merely a cosmetic task to make things look clean; it is maintenance to restore the light-receiving condition and to keep the equipment operating stably for a long time. Identifying the causes that make soiling likely and reviewing walkways, surrounding vegetation, and areas where birds tend to gather will make it easier to prevent recurrence.


Step 4: Manage shadows from weeds and trees

Managing shade is essential when considering ways to increase power generation. Because solar panels generate electricity from sunlight, even a shadow covering part of a panel can reduce its output. Shadows can be caused by many things, such as weeds, trees, fences, utility poles, nearby buildings, mounting racks, adjacent rows of panels, and monitoring equipment. Shadows move with the time of day and the season, so just because no shadow was visible during an inspection does not necessarily mean there is no problem.


Weeds are a common cause of on-site power generation losses. Even if there is no problem in winter or immediately after installation, they can grow rapidly from spring to summer and cast shadows on the lower edges of panels and on the front row. Even if the vegetation does not touch the panels, shadows lengthen at the low solar elevations of morning and evening. Furthermore, when weeds become overgrown, ventilation worsens, inspection pathways become blocked, and it becomes difficult to check around equipment. Because it affects not only power output but also maintainability and safety, weed management is fundamental to improving power generation.


Shading from trees is a factor that tends to become problematic during long-term operation. Even trees that had little effect at the time of installation can grow over several years and reduce power output. Trees located on the south, east, and west sides in particular cast shadows on panels depending on the time of day. At solar plants near forests or slopes, terrain height and tree height can combine to create long shadows in winter. If generation is low only in winter, or there are large drops in the morning and evening, it is necessary to check trees and terrain together.


When checking for shading, it's easier to identify the cause if you match the power generation data to the times of on-site inspections. If power generation is low in the morning, check the on-site conditions in the morning; if it's low in the evening, inspect the evening shadows. Even if nothing appears wrong when checked at noon, large shadows can occur in the morning and evening. Also, even if there is no problem in summer, shadows can lengthen in seasons when the sun's elevation is lower. To increase power generation, shading must be managed not as a single moment but as something that changes with time and season.


When performing weeding or pruning, prioritize areas that have the greatest impact on power generation. Rather than just uniformly tidying the entire site, focus on the areas in front of panels, around equipment, inspection walkways, and the directions in which shadows are likely to extend. After the work, record whether shadows have actually been eliminated, whether inspections have become easier, and whether ventilation has improved. Because shadow problems tend to recur, do not treat this as a one‑time task; annual management that assumes the growth of grass and trees is important.


Step 5: Check the power generation differences at the string level

To increase power generation, it is important to check for anomalies not only in the overall plant figures but also at the most granular units possible. Even if the total power output does not appear to indicate a major problem, only some strings may be underperforming. Such partial declines, if left unaddressed, will continue to produce generation losses over long periods. To raise power generation, do not be reassured by the overall average; you need to identify differences at the equipment level and at the string level.


When comparing on a per-string basis, it is essential to compare like with like. Simply comparing systems that differ in panel count, orientation, tilt, shading conditions, or connection configuration can lead to mistaking normal differences for abnormalities. Check whether any string is consistently lower than adjacent rows or installations with the same orientation. If only a particular string is low, possible causes include dirty panels, partial shading, poor connections, cable damage, or equipment-side issues.


Pay attention to how the anomaly appears. If it is consistently lower than surrounding units even on sunny days, dirt or connection problems may be suspected. If it is lower only in the morning and evening, check for shading effects. If anomalies tend to appear after rain, moisture ingress or the condition of the connections may be involved. If it becomes unstable during periods of high temperature, poor contact or the thermal environment around the equipment are also possible causes. Combining the power output waveform with on-site conditions makes it easier to narrow down the cause.


When confirming anomalies at the string level, it is important to be able to accurately pinpoint the affected location on site. If the site drawings do not match the on-site equipment numbers, row numbers are hard to interpret, or a photo alone does not convey the location, inspections and repairs will take longer. Even if a drop in power generation is detected in the data, if you cannot reach the affected location on site, the time required to resolve the issue will be extended.


Even small differences in power generation can result in large losses if they persist over a long period. Moreover, when poor connections or cable damage are involved, the issue affects not only generation output but also safety. String-level inspections are important not only for improving power output but also for maintaining equipment health. Instead of assuming there is no problem because total generation has not dropped significantly, management should aim to detect localized anomalies early.


Step 6: Inspect the connections and cables for faults

In solar power generation, even if panels are receiving sunlight properly, faults in connections or cables can reduce power output. Loose terminals, poor contact, damage to cable insulation, moisture ingress, animal damage, damage during grass-cutting operations, and deterioration from aging are just some of the many causes that can impede the flow of electricity. Because these issues can be difficult to detect by appearance alone, it is necessary to narrow down the abnormal range using power generation data and make a judgment by cross-checking with on-site conditions.


Suspicions of faults in connectors or cables arise when only specific equipment shows low power output, when abnormalities tend to occur after rain, when power output suddenly drops, or when output fluctuates unstably. If part of the system is underperforming despite no visible dirt or shading, electrical faults should also be considered. If there is a persistent difference compared with a string under the same conditions, prioritize checking the connectors and cables.


Cables are components that are highly susceptible to on-site environmental conditions. In areas with dense vegetation, it becomes difficult to inspect the condition of cables. Mowing operations can also potentially make contact with the cables. In locations with poor drainage, moisture or standing water can affect the connection points. At power plants that are easily accessed by animals, cable damage can also occur. It is important to check connection faults in conjunction with the surrounding environment rather than viewing them in isolation.


Checks of electrical equipment must be carried out with safety as the top priority. Rather than having on-site staff forcefully touch equipment to make judgments, organize the equipment showing abnormalities, the time they occurred, changes in power output, on-site photographs, and the surrounding environment, and, when necessary, arrange for specialized inspections. To increase power output, it is important not only to respond quickly but also to identify the cause safely using the correct procedures.


Consideration for preventing recurrence is also indispensable. Even if you repair the connection points, if conditions such as water pooling in the same spot, dense vegetation growth, cables being easily exposed, animals gaining access, or difficulty in inspection remain, faults may occur again. By recording where and why faults occurred and reviewing the surrounding environment, you can manage in a way that makes repeated drops in power generation less likely.


Step 7: Verify shutdown of the conversion equipment and output suppression

Low power generation is not caused only by panels and wiring. Even with sufficient solar irradiance, if the equipment that converts the generated electricity is stopped or its output is being limited, generation will not increase. To increase power generation, it is essential to check the operating status of the conversion equipment, its shutdown history, alarm history, and whether output curtailment is in effect.


When reviewing downtime history, confirm which equipment stopped, when, and for how long. Even a short stoppage can cause a large loss if it occurs during daytime when power generation is high. If stops and recoveries are repeated during the day, the monthly total may not look significant, but in reality you may be missing generated output. Whether only certain equipment stops or multiple pieces of equipment stop simultaneously will change the causes you should suspect.


When output curtailment occurs, power output may plateau even on sunny days. If the top of the generation curve looks flat, check curtailment records and operational information. However, a flat curve does not necessarily mean there is output curtailment. Similar shapes can be caused by equipment capacity limits, temperature rise, dirt, shading, or measurement anomalies. It is important not to judge based solely on the generation curve, but to distinguish causes by combining equipment records with on-site conditions.


When checking the equipment side, the important thing is to match the drop in power generation with the shutdown time. If the time when generation fell matches the time of alarms or shutdowns, it becomes easier to narrow down the cause. Conversely, if there are no abnormalities in the equipment records, suspect other causes such as the panels, wiring, shading, dirt, or solar irradiance conditions. To increase power generation, it is important to choose countermeasures based on data and history rather than on guesswork.


When inspecting conversion equipment, we also look at the surrounding environment. Conditions such as overgrown weeds around the equipment, poor ventilation, excessive dust or deposits, and a tendency for heat to build up can affect operating efficiency and the risk of shutdown. Even if the equipment itself shows no abnormalities, poor surrounding conditions can hinder stable operation. When improving power generation output, it is important to view the equipment and its surrounding environment as a single integrated system.


Step 8: Reassess Temperature Rise and Poor Ventilation

While solar power generation increases with stronger sunlight, output tends to decrease as temperatures rise. If generation does not reach expected levels on a sunny summer day, you need to check not only the solar irradiance but also the panel temperature and the temperatures around the equipment. Because temperature rises often do not appear as clearly as a malfunction, they are frequently overlooked as a cause of reduced power generation.


Panels are exposed to strong sunlight outdoors, so their surface temperature becomes high. If surrounding ventilation is poor or weeds are growing densely under the panels, heat tends to become trapped. Temperature-induced output reduction may not appear as a sudden shutdown but as a slowed increase in power generation. Especially at sites where power generation tends to plateau around noon in summer, it is worth checking the ventilation conditions.


Power conversion equipment is also affected by temperature. If grass or other objects around the equipment impede heat dissipation, it can lead to reduced efficiency or protective action. The area around the equipment needs to be kept easy to inspect, well ventilated, and arranged so any abnormalities can be checked immediately. When weeds or accumulated debris make the area around the equipment hard to see, it is undesirable not only for power generation but also for ease of inspection and safety.


It is not possible to completely eliminate reductions in power output caused by temperature rise. However, unnecessary heat buildup can be reduced. Managing weeds under the panels, ensuring ventilation around equipment, keeping inspection walkways clear, and checking for dust and deposits are measures that can be implemented on site. From the perspective of increasing power generation, it is necessary to review not only direct causes such as dirt and shading but also indirect factors like the thermal environment.


Consider seasonal differences as well. If power generation falls short of expectations only in summer, temperature and ventilation effects are likely candidates. If it is low only in winter, check for the lowering of solar altitude, shading, snow accumulation, and the influence of surrounding terrain. Ways to increase power generation are not the same year-round. It is important to adjust the items to check based on the premise that the causes of reduced generation change with the seasons.


Step 9: Use drainage, topography, and inspection records to inform improvements

To increase power output, it is necessary to check not only the panels and equipment but also the plant’s overall drainage, topography, and inspection routes. Locations where water tends to pool, where sediment can flow in, paths prone to becoming muddy, slope failures, scour around mounting structures, and spots where cables are likely to be exposed can directly or indirectly cause reductions in power output. Poor drainage and changes in terrain may at first seem unrelated to power generation, but they are important factors that lead to soiling, weed growth, connector faults, and reduced inspectability.


In areas where puddles remain after rain, weeds tend to grow more easily. When weeds grow, they create shade, reduce ventilation, and make inspections more difficult. Muddy walkways can slow work, and the frequency of cleaning and weeding may decline. Where soil and sediment flow in, they accumulate under panels and around cables, causing soiling and damage. To stably increase power generation, it is important to manage not only the generation equipment but also the site environment.


In checking topography and drainage, on-site inspections after rain as well as during sunny weather are effective. Determine where water flows in, where it pools, and where it drains away. Recording puddles, sediment deposits, dense vegetation, pathway settlement, and changes to slopes will show locations that are prone to recurring problems. If cleaning or weeding repeatedly results in the same places becoming dirty or overgrown, you should suspect drainage or topographical issues rather than only addressing surface-level symptoms.


It is also important to leverage inspection records for improvements. Even if dirt, shadows, abnormalities, or drainage problems are found on site, if the exact location is not shared, implementing countermeasures or conducting rechecks will take time. In large power plants in particular, similar rows and equipment can make it difficult to identify locations from photos alone. By linking inspection results with location information and managing them, the practical work of improving power generation becomes more efficient.


What should be recorded are the locations of equipment with low power generation, places where shadows occur, rows that are prone to soiling, areas where water accumulates, spots where connection failures have occurred, places that were repaired, and the areas where cleaning or weeding was carried out. If these can be managed on a map, you can overlay power generation data with on-site conditions to check them. If areas of low power generation overlap with poor drainage or shadowed locations, the rationale for countermeasures becomes clear.


Operational methods to sustain improvements in power generation

Efforts to increase power generation cannot be completed with a single operation. A solar power plant is an outdoor facility, and the seasons, weather, surrounding environment, and equipment condition are constantly changing. Even after cleaning, dirt will return; even after weeding, grass will regrow; trees will grow; and drainage channels will be altered by sediment. Equipment and cables also change condition with age. Therefore, to consistently increase power generation, it is necessary to establish continuous operational practices rather than rely on one-off tasks.


The first and most important step is to establish criteria for checking power generation. Decide how often you will review generation data, how large a decline will trigger an on-site inspection, and at what equipment unit you will make comparisons; doing so will speed up anomaly detection. Relying solely on individual staff judgment leads to oversights and inconsistent decisions. By standardizing the clear-day generation curve, comparisons with equipment under the same conditions, checks of stoppage history, and the recording of on-site photographs, the accuracy of power-generation improvements becomes more consistent.


Next, perform a before-and-after comparison of the countermeasures. After carrying out cleaning, weeding, repairs, equipment inspections, and drainage checks, verify how power generation changed. It is difficult to completely eliminate the influence of weather, but by comparing sunny days with other sunny days or comparing with facilities under the same conditions, you can identify consistent trends. Prioritize measures that produced large effects for future actions, and if effects are hard to detect, consider other possible causes. By continuing these comparisons, you will see which measures tend to be most effective at each site.


Record-keeping is also important. If you record the work date, scope of work, photos before and after the work, any abnormalities, the actions taken, and whether a recheck is needed, the next inspection will be more efficient. If you can identify trends such as grass growing in the same places every year, dirt accumulating in the same rows, the same walkways becoming muddy after rain, or the same equipment causing shutdowns, you can anticipate and take measures before problems occur. To increase power generation, it is important not only to respond after output declines but to understand conditions that tend to cause declines and proactively manage to prevent them.


When managing multiple power plants, standardizing management methods is also important. If each site differs in how inspection photos are taken, how equipment numbers are labeled, and the format for recording abnormalities, sharing information takes time. Managing power generation data, on-site photos, location information, and work history with a consistent approach makes it easier for stakeholders to share the status. Efforts to increase power generation not only improve individual sites but also lead to overall improvements in the quality of management operations.


When improving power generation, it is also important not to try to solve all issues at once. On site there are many challenges such as soiling, shading, equipment, wiring, temperature, drainage, and access routes. Treating everything with the same priority can increase the workload and cause high-impact measures to be postponed. First identify the causes that have the greatest impact on power output, then address the factors that are likely to recur; progressing in that order makes it easier to sustain the work in practice.


Summary

Improving power generation is not about implementing special measures all at once, but about identifying and reducing the causes of generation losses one by one. In solar power generation, you cannot increase the incident solar irradiance at the site itself. However, you can bring the system closer to a state where the received sunlight is converted into electricity without waste. To do that, it is important to check generation data by time of day, separate weather and irradiance conditions, and then check, in order, panel surface soiling, shadows from weeds and trees, string-level generation differences, faults in connections and cables, stoppages or output curtailment of conversion equipment, temperature rises, drainage, and topography.


When you feel the power output is low, rather than immediately considering a major overhaul, it is important to first break down and examine the data. Check when the output is low, which equipment is underperforming, and whether there is a difference compared with equipment under the same conditions. Then, by inspecting the site, you can identify places that need cleaning, areas that need weeding, connection points that need inspection, equipment that needs checking, and drainage and access routes that need to be reviewed. Improving power output should be pursued by linking data with on-site conditions, not by intuition.


Also, efforts to increase power generation are not something that can be completed in a single operation. Even if you clean, dirt will reaccumulate; even if you remove weeds, they will grow back; trees will continue to grow; drainage paths will change; and equipment and wiring will change condition over time. By comparing power generation before and after measures, keeping on-site photos and work records, and using them for the next inspection, the accuracy of improvements is increased. To raise power generation consistently, it is essential not only to eliminate the causes but also to establish a site environment and management system that make declines less likely.


Especially at large power plants, a system is needed to accurately share problem locations. If you record shadowing locations, soiling-prone rows, water accumulation spots, abnormal strings, repair locations, and inspection photos together with position information, stakeholders can more easily confirm the same spot. By combining generation data with on-site position information, it becomes easier to explain the priority of countermeasures and to streamline future inspections and recurrence checks.


If you want to strengthen how to increase power generation using on-site records and location information, using LRTK is also effective. LRTK, as an iPhone-mounted GNSS high-precision positioning device, is useful for recording inspection positions within a solar power plant, locations where shadows occur, locations with poor drainage, abnormal equipment, repair locations, and on-site photos together with high-precision location information. For improving power generation, it is important to accurately identify the causes and to manage so that the same locations can be continuously checked. By utilizing LRTK, the items confirmed in nine steps can be retained as field data, making it easier to proceed in practice through to post-improvement verification.


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